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    <title><![CDATA[[SecurityRatty] tag: conclusion]]></title>
    <link>http://securityratty.com/tag/conclusion</link>
    <description></description>
    <pubDate>Wed, 17 Sep 2008 09:39:59 +0000</pubDate>
    <generator>iRatty Engine</generator>
    <docs>http://blogs.law.harvard.edu/tech/rss</docs>
    <item>
      <title><![CDATA[On Being Informative, or Seeing Through The Fog]]></title>
      <link>http://securityratty.com/article/525775c15c5a11217da6325a35c96ec8</link>
      <guid>http://securityratty.com/article/525775c15c5a11217da6325a35c96ec8</guid>
      <description><![CDATA[UPDATE: @MYRCURIAL from the great site Liquidmatrix says that I need to post the following warning
YOU MAY NOT WANT TO PROCESS THIS PRIOR TO YOUR 11TH CUP OF COFFEE

Carrying on from yesterdays post a...]]></description>
      <content:encoded><![CDATA[<p>==================================</p>
<p>UPDATE:  @MYRCURIAL from the great site <strong><a href="http://www.liquidmatrix.org/blog/">Liquidmatrix</a></strong> says that<strong> <a href="http://twitter.com/myrcurial/status/980493800">I need to post the following warning</a></strong>:</p>
<p><span class="entry-content"> YOU MAY NOT WANT TO PROCESS THIS PRIOR TO YOUR 11TH CUP OF COFFEE</span></p>
<p>==================================</p>
<p>Carrying on from yesterday&#8217;s post a bit, I&#8217;m happy to admit that Chris&#8217; poem is right: we don&#8217;t have nearly the information we need now when we&#8217;re supposed to have &#8220;control&#8221; over our assets, putting things in a hosted/asp/cloud/buzzword model ain&#8217;t going to help our quest for visibility. My intention was/is to show that you need visibility (in part one) and then today explain that unfortunately, that&#8217;s only half the picture.</p>
<p>Today&#8217;s follow-on is about the fact that whatever visibility we can contractually enforce (be it in the &#8220;cloud&#8221; or in our own perimeter) has to be informative (Amrit, this is why I was plugging you with those variance questions on Twitter yesterday).  That is, we can ask whatever IT department (ours, theirs, whomever) for all sorts of information, and maybe they&#8217;ll even give it to us.  But we&#8217;re not really ready to:</p>
<ul>
<li>Know what to ask for</li>
<li>Use it to create wisdom</li>
</ul>
<p>A really salient example of this from outside IT hit my browser this morning.  Now it&#8217;s not at all my intention to be political or endorse one candidate over another.  Those who know me know I&#8217;m fiercely independent.  But this morning there&#8217;s a headline on a well-read news website about how one candidate is now &#8220;+2&#8243; over another in a Gallup poll of &#8220;likely voters&#8221;. The source is <a href="http://www.gallup.com/poll/111124/Gallup-Daily-Likely-Voters-Traditional.aspx"><strong>here</strong></a>.</p>
<p><a href="http://www.gallup.com/poll/111124/Gallup-Daily-Likely-Voters-Traditional.aspx"><img class="alignnone" title="Gallup +2" src="http://www.riskmanagementinsight.com/media/images/weblog/gallup.jpg" alt="" width="597" height="452" /></a></p>
<p>That is a screen grab from Gallup&#8217;s website that shows the &#8220;+2&#8243;.   I have to ask - how informative is this information?  Part of the problem is that Gallup&#8217;s methods are hidden as some sort of &#8220;secret sauce&#8221; (their <strong><a href="http://www.gallup.com/poll/111268/How-Gallups-likely-voter-models-work.aspx">FAQ section</a></strong> doesn&#8217;t help much, either).  But regardless of the quality of the measurement, this &#8220;+2&#8243; has no context - we don&#8217;t really know what this information means with regards to an actual election.  Nor is there any predictive element (I hate the using the word predictive, but it&#8217;s common nomenclature - so there you go).  We don&#8217;t have what we need from this Gallup poll to create wisdom about the ability of either candidate to be elected.</p>
<p>Allow me show you what I mean by way of contrast.  Take a look at Nate Silver&#8217;s work at <strong><a href="http://www.fivethirtyeight.com/">http://www.fivethirtyeight.com/</a></strong>.  Now I&#8217;ve been long familiar with Nate due to his work in baseball.  He&#8217;s been at these sorts of &#8216;predictive&#8217; analytics around our shared passion: creating wisdom from baseball statistics.</p>
<p>What Nate is doing at 538 is applying that acumen from his baseball work to the political process.  He&#8217;s breaking down the vote not just on popularity among likely voters, but in the context of the electoral college, accounting for variance and uncertainty, running Monte Carlo simulations and taking into account all sorts of polling information.  The result is really quite amazing. Here&#8217;s just one graph he presents - it&#8217;s the most similar to the Gallup one above, but you should really visit the site to understand the difference in quality of information and to check out the predictive elements he creates.</p>
<p><a href="http://www.fivethirtyeight.com/"><img class="alignnone" src="http://www.riskmanagementinsight.com/media/images/weblog/538.jpg" alt="" width="376" height="377" /></a></p>
<p><strong>NOT ALL INFORMATION IS CREATED EQUAL</strong>, <em>AND NOT ALL  JUDGMENTS ARE CREATED EQUALLY</em></p>
<p>And take a look at the contrast, here:</p>
<p>On one hand you have Gallup giving us a &#8220;+2&#8243; advantage to a particular candidate.  Now Gallup themselves draws no conclusion but, as digested, how many readers do you think take this as evidence that the election is *really* close?</p>
<p>On the other hand, 538&#8217;s predictions show a 348/189 electoral college split, and one candidate winning 96% of the time in simulated elections.  That doesn&#8217;t seem close at all!</p>
<p><strong>RISK MANAGEMENT</strong></p>
<p>It is these predictive elements that we need in order to make better strategy and decisions.  I&#8217;ve been talking in the past about risk management&#8217;s inability to link current state to systemic causes, and this &#8220;context&#8221; is what predictive analytics provide.  We might have all sorts of visibility into our environment, and measurement of various amounts of variability that visibility gives us. But unless we have context to create wisdom, it&#8217;s all just, as Chris says, &#8220;machinations&#8221;.  <em><strong>We have to move beyond &#8220;+2&#8243;.<br />
</strong></em></p>
<p>So Cloud/Grid/Utility/ASP/TimeShare/Whatever you want to call it - security will have to clean up our own mess first before we can do a good job with or without a perimeter.  Once we can start moving beyond &#8220;+2&#8243; statements, then we can know what sort of visibility we require into an ability to Prevent, Detect, and Respond.</p>
]]></content:encoded>
      <pubDate>Wed, 29 Oct 2008 10:18:36 +0000</pubDate>
      <category domain="http://securityratty.com/tag/gallup">gallup</category>
      <category domain="http://securityratty.com/tag/gallup poll">gallup poll</category>
      <category domain="http://securityratty.com/tag/information">information</category>
      <category domain="http://securityratty.com/tag/visibility">visibility</category>
      <category domain="http://securityratty.com/tag/electoral college split">electoral college split</category>
      <category domain="http://securityratty.com/tag/predictive analytics provide">predictive analytics provide</category>
      <category domain="http://securityratty.com/tag/predictive analytics">predictive analytics</category>
      <category domain="http://securityratty.com/tag/electoral college">electoral college</category>
      <category domain="http://securityratty.com/tag/wisdom">wisdom</category>
      <source url="http://riskmanagementinsight.com/riskanalysis/?p=503">On Being Informative, or Seeing Through The Fog</source>
    </item>
    <item>
      <title><![CDATA[Applying SDL Principles to Legacy Code]]></title>
      <link>http://securityratty.com/article/92d969d155d0bac3cdff2f17709cb618</link>
      <guid>http://securityratty.com/article/92d969d155d0bac3cdff2f17709cb618</guid>
      <description><![CDATA[Hello, this is Scott Stender from iSEC Partners, one of the SDL Pro Network partners. As security consultants, we at iSEC work with a variety of companies to drive security throughout their...]]></description>
      <content:encoded><![CDATA[<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>Hello, this is Scott Stender from iSEC Partners, one of the SDL Pro Network partners.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>As security consultants, we at iSEC work with a variety of companies to drive security throughout their development cycle. <SPAN style="mso-spacerun: yes">&nbsp;</SPAN><SPAN style="mso-spacerun: yes">&nbsp;</SPAN>Clients with mature security processes ask that we help carry out parts of their process, from requirements analysis to penetration testing.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Other clients need help defining their security processes, and we help define and kickoff a program based on the Microsoft SDL, other defined processes, or variations thereof, depending on the client’s needs and abilities.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Whether participating in an existing process or helping define one, I personally have been lucky enough to have seen my fair share of successes and failures, and it is this perspective that I hope to share in this guest post.<?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /><o:p></o:p></FONT></FONT></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>I find that legacy code poses a unique challenge for organizations rolling out a new security process.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Often, the resources dedicated to maintaining older code are a small fraction of those devoted to new features or products.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Furthermore, the original developers for such features have often moved on, leaving no subject matter experts to drive reviews.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>The astute reader will ask “How do I apply the principles of the Microsoft SDL to legacy code when I have no development resources and nobody knows how it works?”<o:p></o:p></FONT></FONT></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>The answer is “Start small, and build expertise over time.”<o:p></o:p></FONT></FONT></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><B style="mso-bidi-font-weight: normal"><FONT size=3><FONT face=Calibri>A Rising Tide Lifts All Boats<o:p></o:p></FONT></FONT></B></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>The best thing a security engineering team can do to improve security in the short term is to drive code quality, and the first step in this process is to define and enforce a secure coding standard.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>This helps on two fronts:<SPAN style="mso-spacerun: yes">&nbsp; </SPAN><o:p></o:p></FONT></FONT></P>
<P class=MsoListParagraphCxSpFirst style="MARGIN: 0in 0in 0pt 0.5in; TEXT-INDENT: -0.25in; mso-list: l0 level1 lfo1"><SPAN style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"><SPAN style="mso-list: Ignore"><FONT face=Calibri size=3>1.</FONT><SPAN style="FONT: 7pt 'Times New Roman'">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </SPAN></SPAN></SPAN><FONT size=3><FONT face=Calibri>It will improve code quality and reduce implementation flaws across the entire code base.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Unlike other security processes, driving a secure coding standard is <I style="mso-bidi-font-style: normal">relatively</I> easy to accomplish across an entire code base, regardless of the code’s age, by a focused security team.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>That is not to say that it is easy without qualification – a large batch of spaghetti code will require a lot of work to untangle!<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Such an effort can only be called “easy” when compared to, say, comprehensive identification and remediation of design flaws across legacy features.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Even so, improving code quality through the use of secure coding standards offers a unique combination of high impact, applicability to features, and ability to be carried out by a core team that makes it a sensible first step.<o:p></o:p></FONT></FONT></P>
<P class=MsoListParagraphCxSpMiddle style="MARGIN: 0in 0in 0pt 0.5in"><o:p><FONT face=Calibri size=3>&nbsp;</FONT></o:p></P>
<P class=MsoListParagraphCxSpLast style="MARGIN: 0in 0in 10pt 0.5in; TEXT-INDENT: -0.25in; mso-list: l0 level1 lfo1"><SPAN style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"><SPAN style="mso-list: Ignore"><FONT face=Calibri size=3>2.</FONT><SPAN style="FONT: 7pt 'Times New Roman'">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </SPAN></SPAN></SPAN><FONT size=3><FONT face=Calibri>The security team might notice that some sections of code have more standards violations or outright flaws than others.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>This is an instance of vulnerability clustering, a concept that has been used to predict vulnerability rates and improve quality in the functional realm.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>The evidence is anecdotal, but it stands to reason that portions of code that consistently violate secure coding standards are good places to start looking for other classes of security flaw.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>These are security hotspots, and should be high on the prioritized list for further review.<o:p></o:p></FONT></FONT></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>Security testing may also be applied to legacy code, but initial activities should be considered on a case-by-case basis based on the expected return on investment.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Such testing ranges from using inexpensive off-the-shelf tools to exercise common interfaces to rather expensive custom testing and formal analysis.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>It is worthwhile to begin with off-the-shelf tools, such as those that target file parsers or web applications, and tools created as part of your greater secure development efforts.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>These can help identify easily-found flaws and suggest improvements to the coding standards.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Comprehensive security testing, on the other hand, is best tackled after the Legacy Security Push.<o:p></o:p></FONT></FONT></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><B style="mso-bidi-font-weight: normal"><FONT size=3><FONT face=Calibri>The Legacy Security Push<o:p></o:p></FONT></FONT></B></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>Coding standards and basic testing provide bang for the buck, but formal security processes seek to provide security assurance.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>The challenge for legacy code is that it needs to play catch-up.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Security processes that occur early in the development cycle, such as requirements analysis, design review, and threat modeling, are particularly difficult to achieve years after the fact.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>The main goal of the Legacy Security Push is to create the deliverables from these efforts, the most important of which are security requirements and a full risk analysis.<o:p></o:p></FONT></FONT></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>It may sound trivial, but security requirements are essential.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Not only do they define proper operation for the system in question, they also define assumptions that are suitable for relying systems.<SPAN style="mso-spacerun: yes">&nbsp;&nbsp; </SPAN>It is very common to find security flaws in legacy systems that arise from well-intentioned but incorrect assumptions such as “I assume that the <I style="mso-bidi-font-style: normal">Foo</I> authenticates server <I style="mso-bidi-font-style: normal">Bar</I> when initiating a bank transfer.”<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>It stands to reason that <I style="mso-bidi-font-style: normal">Foo</I> would do so for such an important activity, but this assumption must be validated.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>It is very common for older features to have been deployed in and written for different environments where the security assumptions that are "obvious" today just didn't apply at the time.<o:p></o:p></FONT></FONT></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>When reviewing legacy systems, the first step is to identify such requirements.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>If the original architects, developers or managers are available, they can provide valuable insight at this stage.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>More often than not this is not the case, and analysis must instead rely on what documentation is present and interaction between the software and its consumers.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>The goal is the same as in requirements analysis during project inception, except that in this case one must turn the process on its head and reverse engineer requirements from system behavior.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>At the conclusion of this effort, requirements can be theorized – “<I style="mso-bidi-font-style: normal">Foo</I> must authenticate its server <I style="mso-bidi-font-style: normal">Bar</I> before initiating a bank transfer.”<SPAN style="mso-spacerun: yes">&nbsp; </SPAN><o:p></o:p></FONT></FONT></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>Risk analysis can be performed once a plausible set of requirements have been identified.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Threat modeling is a more structured means of performing such an analysis, with the eventual goal of identifying means by which requirements can be violated by an attacker.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN><o:p></o:p></FONT></FONT></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>As with requirements analysis, original developers would be a valuable resource to consult.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>With or without such help, the first step is to identify how the software works.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>In many cases, help is not available and performing this task requires a great deal of effort.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>For features of moderate size, this author has spent upwards of a month reading code, using process profiling tools, and walking through the software with a debugger to identify program flow and security-sensitive functionality. <o:p></o:p></FONT></FONT></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>Once completed, actual system behavior should be documented and compared against the requirements theorized.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN><SPAN style="mso-spacerun: yes">&nbsp;</SPAN>It might be that the requirements should be re-evaluated (New requirement:<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Do not assume that <I style="mso-bidi-font-style: normal">Foo</I> requires server authentication) or the system may need to be changed (New bug:<SPAN style="mso-spacerun: yes">&nbsp;&nbsp; </SPAN><I style="mso-bidi-font-style: normal">Foo</I> does not verify the CN for <I style="mso-bidi-font-style: normal">Bar</I>).<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>At the end, this information should be sufficient to support a comprehensive threat modeling exercise where security requirements, risks, and their mitigations can be documented.<o:p></o:p></FONT></FONT></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><B style="mso-bidi-font-weight: normal"><FONT size=3><FONT face=Calibri>Next Steps<o:p></o:p></FONT></FONT></B></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>Bringing a legacy feature up to par with its newer kin requires a relatively small number of items:<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>improved code quality, clear security requirements, and a thorough threat model.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>As we have seen, performing even these tasks is quite the effort!<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>I am sure that it is little comfort to be reminded that accomplishing these tasks has simply laid the foundation, and that the true benefit is that the newly-reviewed legacy feature is able to participate fully in the security processes that remain: reviewing cross-component security requirements and assumptions, comprehensive testing, and incident planning, to name a few.<o:p></o:p></FONT></FONT></P>
<P class=MsoNormal style="MARGIN: 0in 0in 10pt"><FONT size=3><FONT face=Calibri>Unfortunately, there is no silver bullet in security assurance.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>The soundness of the design and implementation of legacy software is just as important as in newer software, which is why any complete secure software development process will look backwards as well as forwards.<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Feature by feature, from higher priority to lower, the overall security of the software improves as legacy code receives the full security treatment it deserves.<o:p></o:p></FONT></FONT></P><SPAN style="FONT-SIZE: 11pt; LINE-HEIGHT: 115%; FONT-FAMILY: 'Calibri','sans-serif'; mso-bidi-font-family: 'Times New Roman'; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-bidi">Did you find the silver bullet?<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Might you think that defining security requirements is unnecessary?<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Perhaps “It is old and has not been attacked yet.” is a valid security strategy!<SPAN style="mso-spacerun: yes">&nbsp; </SPAN>Please comment below or email me directly at <A href="mailto:scott@isecpartners.com"><FONT color=#0000ff>scott@isecpartners.com</FONT></A> and share your thoughts.</SPAN><img src="http://blogs.msdn.com/aggbug.aspx?PostID=9018591" width="1" height="1">]]></content:encoded>
      <pubDate>Mon, 27 Oct 2008 14:24:00 +0000</pubDate>
      <category domain="http://securityratty.com/tag/legacy code">legacy code</category>
      <category domain="http://securityratty.com/tag/mature security processes">mature security processes</category>
      <category domain="http://securityratty.com/tag/security processes">security processes</category>
      <category domain="http://securityratty.com/tag/cross-component security requirements">cross-component security requirements</category>
      <category domain="http://securityratty.com/tag/security requirements">security requirements</category>
      <category domain="http://securityratty.com/tag/processes">processes</category>
      <category domain="http://securityratty.com/tag/code">code</category>
      <category domain="http://securityratty.com/tag/requirements">requirements</category>
      <category domain="http://securityratty.com/tag/legacy code poses">legacy code poses</category>
      <source url="http://blogs.msdn.com/sdl/archive/2008/10/27/applying-sdl-principles-to-legacy-code.aspx">Applying SDL Principles to Legacy Code</source>
    </item>
    <item>
      <title><![CDATA[CLOUD COMPUTING - STORMY WEATHER?]]></title>
      <link>http://securityratty.com/article/197c984b8e2d41f0d4763ab1993fed11</link>
      <guid>http://securityratty.com/article/197c984b8e2d41f0d4763ab1993fed11</guid>
      <description><![CDATA[Lots being written about the Cloud , most of it quite dark and gloomy . In fact Im surprised, that Hoff hasnt got a preso spooled up called The Toxic Cloud or something similarly ominous for his next...]]></description>
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<p>Lots being <strong><a href="http://techbuddha.wordpress.com/2008/08/29/saas-and-cloud-computing-change-the-cia-paradigm/">written</a></strong> about <strong><a href="http://lastinfirstout.blogspot.com/2008/10/cloud-outsourcing-moved-up-stack.html">the Cloud</a></strong>, most of it quite <a href="http://rationalsecurity.typepad.com/blog/2008/10/will-you-all-please-shut-up-about-securing-the-cloudno-such-thing.html#trackback">dark and gloomy</a>.  In fact I&#8217;m surprised, that Hoff hasn&#8217;t got a preso spooled up called &#8220;The Toxic Cloud&#8221; or something similarly ominous for his next speaking tour.<br />
That said, <strong><a href="http://www.economist.com/opinion/displayStory.cfm?source=hptextfeature&amp;story_id=12471098">the Economist does a great job distilling the issue</a></strong> into a simple statement -</p>
<blockquote><p>Cloud computing is a trade-off between sovereignty and efficiency.</p></blockquote>
<p>Let me ask you -  if you had to put your money on one of those horses, considering your average profit-preoccupied business, which would it be?  I&#8217;d put my bottom dollar on the thoroughbred named &#8220;Cost Center Reduction&#8221;, to place.</p>
<p><strong>WHO ARE WE TO STAND IN THE WAY OF &#8220;PROGRESS&#8221;?</strong></p>
<p>I&#8217;m always fond of Jack&#8217;s rule that the role of information risk management boils down to three deceptively simple premises:</p>
<ul>
<li>Reduce Risk.</li>
<li>Reduce Loss.</li>
<li>Create Operational Efficiencies.</li>
</ul>
<p>So it would seem antithetical to the charter of the Chief Security Officer to stand in the way of progress as embodied by &#8220;cloud computing&#8221; (not to mention dangerous to long-term job security).  And I think that this presents opportunities to discuss strategies for managing risk, strategies that aren&#8217;t too theoretical and have practical application (though actual &#8220;cloud&#8221; use by enterprises may be rare at this point).</p>
<p><strong>ON RISK REDUCTION IN THE CLOUD (or, How To Learn From the Shortcomings of PCI DSS)</strong></p>
<p>The good news is, there&#8217;s already a well-established model for managing the risk around outsourcing the processing of &#8220;confidential&#8221; information.  The bad news is, that model kinda sucks it.</p>
<p>The Payment Card Industry, known as the &#8220;PCI&#8221; or &#8220;<em>meal ticket</em>&#8221; to many in the industry, faced a similar problem with the introduction of GLBA.  As I see it (and I&#8217;m not at all close to the PCI, at all, so this is all just abstract soliloquy) the PCI had one of two choices when faced with the prospect of other people managing their sensitive information:</p>
<ol>
<li>Accept the *massive* amount of GLBA risk their business creates and spend a TON of money to build out the infrastructure (both process and IT) to manage the consumer data themselves (in conjunction with the banks, of course) and never have it grace the computing systems of the retailer.  <em><strong>Or,</strong></em></li>
<li>Transfer the GLBA risk down to the retailer and have them bear the majority of the risk (and cost of reducing risk to a level that might be tolerable to the US Government).</li>
</ol>
<p><span style="color: #999999;"><em>(<a href="http://www.mckeay.net/">Martin</a>, <span style="color: #333333;">you may recall our Twittering about PCI a while back.  This is the crux of my view on the subj.</span>)</em></span></p>
<p>Now fortunately, the CSO&#8217;s of the world are going to be a little more &#8220;invested&#8221; in protecting the information they are stewards over, and unlike the PCI, will remain primarily responsible for the C, I, &amp; A of the data in the Cloud.  The cool thing is, this actually presents a great opportunity to start building a meaningful model for co-management of risk!  In fact, we can take the PCI model of contractual risk transference but modify where it goes all wrong, and start working to create something better.  And we can start by euthanizing some faulty assumptions.</p>
<p><strong>JUST HOW INFORMATIVE IS PCI DSS?</strong></p>
<p>What might be <em><strong>the.greatest.mistake</strong></em> of the standards compliance mentality is the assumption of value for the past-state measurement.  That is, I believe that the CSO needs more than some &#8220;past-state&#8221; assurance in order to understand their risk.    If you look at the concept of &#8220;PCI compliance&#8221; it really is an examination of a past state of nature that is assumed to be relevant to current and future states.   Many people (myself included) are not at all convinced that this past-state is nearly as informative as those who mandate it&#8217;s measurement believe it to be.</p>
<p>That&#8217;s not to condemn past-state measurements as completely non-informative,  they most certainly are useful.  It&#8217;s just that <em><strong>no self-respecting CSO sleeps well because they were deemed &#8220;PCI compliant&#8221;</strong></em> 10 months ago.  They sleep well because they have good visibility into current-state information and confidence in their strategy concerning future-state (based on that visibility and the outcomes of sound IRM models).</p>
<p><strong>MOVING PAST THE VULNERABILITY SCANNER INTO INTELLIGENCE AND WISDOM</strong></p>
<p>So realizing this new importance (to me, at least) concerning visibility and IRM models, I&#8217;m lead to the conclusion that if we are to manage risk in the Cloud, we&#8217;ll have to move beyond &#8220;PCI Compliance&#8221; or the concept that some regular &#8220;audit&#8221; of controls in place at the host is all we need to understand our ability to manage risk.  No, the CSO must have good information concerning current and probable future states.   This is that &#8220;visibility&#8221; I spoke of above.  In fact, we&#8217;ll need significant amounts of <em><strong>piercing, transparent</strong></em> visibility.  And in order to gain that visibility, our insight into Cloud Risk Management must include significant provisions for understanding a joint ability to Prevent/Detect/Respond as well as provisions for managing the risk that one of the participants won&#8217;t provide that visibility or ability via SLA&#8217;s and penalties . These SLA&#8217;s must be expressed in measurable terms (more visibility), and those metrics must have their roots in the things that help understand how we manage risk (those aforementioned IRM models).</p>
<p><strong>THE CLOUD COMPUTING SECURITY SILVER LINING (sorry couldn&#8217;t resist)</strong></p>
<p>As I mentioned earlier, I do see an opportunity to create insight.  The need for visibility and IRM models would allow us to create a &#8220;guidance&#8221; if you&#8217;ll allow me to use the term.  Not a standard or a &#8220;best practice&#8221; to audit by, but simply a reference document that says &#8220;if you&#8217;re going to put information on somebody else&#8217;s systems <em>and still hold some significant responsibility for that information</em>, here&#8217;s the considerations, why they are considerations, and how you might go about collaborating on the management of risk&#8221;.</p>
<p>And I think that if we undertake this journey, there is going to be a lot of growth and risk management innovation along the way.  But keen insights into what it means to manage risk will be necessary, and secure and forthright collaboration will be of absolute importance.</p>
<p>I say that last bit because, if these pundits are right about the utility of a hosted computing model - the Cloud will happen regardless of the CSO&#8217;s ability or desire to manage it.</p>
]]></content:encoded>
      <pubDate>Mon, 27 Oct 2008 12:46:17 +0000</pubDate>
      <category domain="http://securityratty.com/tag/risk management innovation">risk management innovation</category>
      <category domain="http://securityratty.com/tag/management">management</category>
      <category domain="http://securityratty.com/tag/cloud">cloud</category>
      <category domain="http://securityratty.com/tag/risk">risk</category>
      <category domain="http://securityratty.com/tag/glba risk">glba risk</category>
      <category domain="http://securityratty.com/tag/glba">glba</category>
      <category domain="http://securityratty.com/tag/reduce risk">reduce risk</category>
      <category domain="http://securityratty.com/tag/risk reduction">risk reduction</category>
      <category domain="http://securityratty.com/tag/toxic cloud">toxic cloud</category>
      <source url="http://riskmanagementinsight.com/riskanalysis/?p=496">CLOUD COMPUTING - STORMY WEATHER?</source>
    </item>
    <item>
      <title><![CDATA[A Cryptographer and a Data Communications Guy Talk About Risk Management]]></title>
      <link>http://securityratty.com/article/5c18b17d022b8a56101fd4b3d13c5f03</link>
      <guid>http://securityratty.com/article/5c18b17d022b8a56101fd4b3d13c5f03</guid>
      <description><![CDATA[Sounds like the beginning of a joke, right? So these two guys walk into a bar
The Bruce Schneier and Marcus Ranum have an article up on TechTarget/Information Security Magazine called, creatively...]]></description>
      <content:encoded><![CDATA[<blockquote><p>Sounds like the beginning of a joke, right?  <em>So these two guys walk into a bar&#8230;</em></p></blockquote>
<p>&#8220;The&#8221; Bruce Schneier and Marcus Ranum have an article up on TechTarget/Information Security Magazine called, creatively enough, &#8220;<span class="homeSplashTitle"><span class="text0"><strong><a href="http://searchsecurity.techtarget.com/magazineFeature/0,296894,sid14_gci1332745_idx1,00.html">Bruce Schenier, Marcus Ranum debate risk management</a>&#8220;. </strong></span></span></p>
<p>Unfortunately, to get to the article, you&#8217;ll have to either already be a subscriber to IT Security, a subscriber to TechTarget, or go through the 20 minute process of signing up by giving TechTarget all sorts of &#8220;market information&#8221; about how you&#8217;re really Brandon Walsh, CSO of &#8220;The Peach Pit&#8221; Industries in Beverly Hills, CA 90210 (phone 714-867-5309).</p>
<p>For those of you who are already a TechTarget person, the link is above.  For those who aren&#8217;t, or those who just don&#8217;t have the time, I&#8217;ll summarize.  The &#8220;debate&#8221; is kind of awkward because both authors seem come to the same conclusion:</p>
<p style="text-align: center;"><em><strong>Risk Management, it&#8217;s something our profession should do, something humans do naturally, it&#8217;s necessary in business, but gosh - we don&#8217;t have enough data.</strong></em></p>
<p>I&#8217;m not a cryptographer.  I don&#8217;t *nearly* have the insight on privacy and politics that Bruce has.  I&#8217;m not deep in IP communications.  I haven&#8217;t got a proven track record of innovation in IP Security products like Marcus has.  But here&#8217;s the thing, I hope you&#8217;ll never hear me pretend that I have the skill set to speak authoritatively on those subjects.  Heck, I wouldn&#8217;t claim to be a &#8220;risk&#8221; expert because I have a some insight into my shortcomings and what is needed to tackle such a complex problem.  But such a tepid article on something that (at least I think) is so important kind of, well, confuses me.</p>
<p>Why is it such a boring article?  I&#8217;m not sure.  Maybe because they&#8217;re just two guys who would rather debate the merits of specific controls or control activities (after all, their penetration testing debate was a huge success), but there&#8217;s no new information in the &#8220;debate&#8221;.  It&#8217;s the same old &#8220;insurance companies know risk because they have scads of data and we don&#8217;t have that&#8221; complaint. You know what?  I&#8217;m tired of hearing that line, so let&#8217;s talk about it.</p>
<p><strong>HOW DO YOU KNOW WE DON&#8217;T HAVE THE AMOUNT OF DATA WE NEED TO DO RISK MANAGEMENT WELL?</strong></p>
<p>Not particularly picking on Marcus, but in the article he uses the common complaint, &#8220;We lack the data to do risk management well.&#8221;  This mantra is repeated to the point where I&#8217;m blase&#8217; about it.  But for some reason, this sentence really jumped out at me this time for two reasons.  It made me ask:</p>
<p>1.)  How do you <em>know</em> we don&#8217;t have the proper amount of data?</p>
<p>2.)  Can we even define &#8220;well&#8221; (i.e. what &#8220;good&#8221; risk management is) yet?</p>
<p>I really don&#8217;t know that the industry, especially concerning IT risk, is mature enough to really conclude that we don&#8217;t know (in the case of the former), nor that we can define (latter), conclusively.</p>
<p><strong>PLAYING THE CONTRARIAN</strong></p>
<p>Just because I&#8217;m feeling kind of zany this morning, let me suggest something.  Maybe there actually is lots of evidence out there for us to use.  Maybe:</p>
<p>1.)  It&#8217;s just that we don&#8217;t have particularly good models that provide context.</p>
<p>2.)  When that evidence isn&#8217;t an obvious phenomena that lends itself to easy measurement, we throw our hands up in disgust and fall back on &#8220;lack of data&#8221;, &#8220;can&#8217;t quantify risk&#8221;, &#8220;best practices work just fine&#8221; or any other number of arguments, no,<em> excuses</em> we use to justify our inability to be precise about the past (more or less the present or future - apologies to Niels Bohr).</p>
<p><strong>IT&#8217;S IN THE WAY THAT YOU USE IT</strong></p>
<p>Now I actually am happy to acknowledge that we don&#8217;t have enough data to be precise.  You, me, even smart guys like Marcus and Bruce - we&#8217;ll never be able to &#8220;engineer&#8221; risk management.  But you know what?  Neither can Insurance companies.  Sure, there are plenty of places where they have enough data to apply a traditional frequentist approach to risk valuations.   But there are plenty of times Insurers actually insure and they don&#8217;t have centuries or decades of data.  There are plenty of times when they rely on the &#8220;estimates&#8221; of subject matter experts.  There are many times they have enough information to be <em><strong>accurate</strong></em> rather than precise, and that&#8217;s good enough for them.</p>
<p>For that matter, it&#8217;s worth noting that there are plenty of scientific disciplines that have to deal in imprecise prior information, or evidence that&#8217;s fraught with uncertainty (what Ranum calls &#8220;squishy&#8221;, and what I&#8217;ve heard real honest to goodness physicists call &#8220;noisy&#8221;).  Unfortunately, we&#8217;re going to be like them.  Until we can read minds and predict the future, there will always be uncertainty in our measurements and posterior conclusions.  The trick is in how you deal with it and express it.  And while I really don&#8217;t know how much time Marcus or Bruce have really spent in the deep end on the subject of risk and its management - I have seen people doing brilliant things around risk (though they just aren&#8217;t mainstream).  Whether the tools are Bayesian methods, Monte Carlo engines, reductionist models of complex problems, there are risk analysts trying to deal with the problem.  These analysts are applying scientific method(s) and developing reasonable approaches to a very complex problem.  <em><strong>There are people trying, and our body of knowledge is growing</strong></em>, growing well beyond &#8220;gee, I haven&#8217;t got an obvious solution so I&#8217;ll blame it on lack of data&#8221;.  Heck, I&#8217;ve seen readers of this blog suggest Douglas Hubbard&#8217;s book in other security forums!<span style="color: #ff0000;">*</span></p>
<p><strong>I&#8217;VE GOT YOUR DATA RIGHT HERE&#8230;</strong></p>
<p>But we don&#8217;t have enough data?  I have to ask, how much more do we need?  I mean crikey, JPMC just visited our ISSA chapter claiming, like, a bajillion events an hour.  There&#8217;s not one, but several companies out there that will want to tell you about how they have deep &#8220;insight&#8221; into the attacker community.  The boundaries of IT Risk losses are pretty well established by events that happen to public companies.  We have pretty mature testing/assessment tools and methodologies now that help us test our ability to resist the force an attacker can apply to us.  So what part of the Threat Landscape, Asset (Controls) Landscape, or Loss Magnitude landscape is too incomplete (and what are you doing to find the information you need)?</p>
<p><strong>SO WHY DO WE FAIL?</strong></p>
<p>Which brings me to a final, somewhat depressing conclusion.  Maybe there&#8217;s data, and maybe we&#8217;re starting to see the means to use it.  But in the end I do have to agree with Marcus that the vast majority of the infosec world *is* doing a really, really bad job with regards to &#8220;risk&#8221; and &#8220;risk management&#8221;.  The majority of people I know consider GRC to be a cruel, expensive joke.  Risk Assessment Methodologies tend to be built on the faulty premise that if we create a repeatable process, our measurements and conclusions will magically become accurate and wise.  Risk models tend to be factors loosely measured by ordinal scales and then somehow &#8220;multiplied&#8221; together to create a relatively meaningless qualitative value.  The State of the Union here is not good.  But after reading such a superficial treatment of an important and complex subject, I am left wondering if Bruce and Marcus were the right people to write about risk management in a mainstream publication.  As Inspector Callahan says, &#8220;<strong><a href="http://www.youtube.com/watch?v=cZNlraF0xec">A man&#8217;s got to know his limitations</a></strong>.&#8221;</p>
<p>===============================</p>
<p><span style="color: #ff0000;">*</span> <em>Speaking of which, if you want to do one cost effective thing to address your uncertainty - go find Douglas Hubbard&#8217;s book. It&#8217;s even got a nice recommendation from Peter Tippett.  The book is called &#8220;How To Measure Anything&#8221; - the title sounds rather hyperbolic, but there are good techniques in it we can use to identify useful information and refine our ability to frame that qualitative information into quantitative values. The key is how Hubbard has you deal with your uncertainty.  For those of you who are more scientific minded and want to dig deep into the subject, I have on good authority that E.T. Jaynes &#8220;Probability Theory, The Logic of Science&#8221; is a rather under appreciated work.</em></p>
]]></content:encoded>
      <pubDate>Thu, 16 Oct 2008 11:32:16 +0000</pubDate>
      <category domain="http://securityratty.com/tag/risk management">risk management</category>
      <category domain="http://securityratty.com/tag/management">management</category>
      <category domain="http://securityratty.com/tag/risk">risk</category>
      <category domain="http://securityratty.com/tag/engineer risk management">engineer risk management</category>
      <category domain="http://securityratty.com/tag/methodologies">methodologies</category>
      <category domain="http://securityratty.com/tag/risk assessment methodologies">risk assessment methodologies</category>
      <category domain="http://securityratty.com/tag/risk models">risk models</category>
      <category domain="http://securityratty.com/tag/risk analysts">risk analysts</category>
      <category domain="http://securityratty.com/tag/models">models</category>
      <source url="http://riskmanagementinsight.com/riskanalysis/?p=487">A Cryptographer and a Data Communications Guy Talk About Risk Management</source>
    </item>
    <item>
      <title><![CDATA[Michael Smiths Penetration Testing Blogs]]></title>
      <link>http://securityratty.com/article/6645cd29ecbbf7b5e4b5cdecf7cdbad2</link>
      <guid>http://securityratty.com/article/6645cd29ecbbf7b5e4b5cdecf7cdbad2</guid>
      <description><![CDATA[A no-real value add post from me (sorry) but Michael Smiths articles on the Evolution of Penetration Testing (Part 1 and Part 2) are a pretty accurate assessment of the industry IMHO and well worth a...]]></description>
      <content:encoded><![CDATA[A no-real value add post from me (sorry) but Michael Smiths articles on the Evolution of Penetration Testing (Part 1 and Part 2) are a pretty accurate assessment of the industry IMHO and well worth a read.
I particular like the conclusion;
However, as might be expected, it is bad news for IT security in general since [...]]]></content:encoded>
      <pubDate>Thu, 16 Oct 2008 10:48:53 +0000</pubDate>
      <category domain="http://securityratty.com/tag/michael smiths articles">michael smiths articles</category>
      <category domain="http://securityratty.com/tag/penetration">penetration</category>
      <category domain="http://securityratty.com/tag/industry imho">industry imho</category>
      <category domain="http://securityratty.com/tag/bad news">bad news</category>
      <category domain="http://securityratty.com/tag/no-real">no-real</category>
      <category domain="http://securityratty.com/tag/worth">worth</category>
      <category domain="http://securityratty.com/tag/assessment">assessment</category>
      <category domain="http://securityratty.com/tag/post">post</category>
      <category domain="http://securityratty.com/tag/conclusion">conclusion</category>
      <source url="http://securitybuddha.com/2008/10/16/michael-smiths-penetration-testing-blogs/">Michael Smiths Penetration Testing Blogs</source>
    </item>
    <item>
      <title><![CDATA[The Motivation Behind Adaptive Analytics and CEP]]></title>
      <link>http://securityratty.com/article/2a2a666360a23f6491ff25e41de8c981</link>
      <guid>http://securityratty.com/article/2a2a666360a23f6491ff25e41de8c981</guid>
      <description><![CDATA[This is a continuation of The Genesis of Complex Event Processing: Asymmetric Capabilities and CEP, Event Noise and Asymmetric Event Processing where I have been discussing the motivation behind CEP...]]></description>
      <content:encoded><![CDATA[<p>This is a continuation of <a title="The Genesis of Complex Event Processing: Asymmetric Capabilities" rel="bookmark" href="../2008/09/29/the-genesis-of-complex-event-processing-asymmetric-capabilites/">The Genesis of Complex Event Processing: Asymmetric Capabilities</a> and <a title="CEP, Event Noise and Asymmetric Event Processing" rel="bookmark" href="../2008/10/02/cep-event-noise-and-asymmetric-event-processing/">CEP, Event Noise and Asymmetric Event Processing</a> where I have been discussing the motivation behind CEP and adaptive analytics in cyberspace.</p>
<p>Around the same time that Professor Luckham and his team was working on CEP applications in network management and security management, I was leading efforts to build network and security management control centers for the <a href="http://www.af.mil">United States Air Force</a>.  In the beginning, dating back to 1994, my Internet-related work was for <a href="http://www.acc.af.mil/" target="_blank">Air Combat Command (ACC)</a>, working out of ACC headquarters at <a href="http://www.langley.af.mil/" target="_blank">Langley Air Force Base</a>.</p>
<p>In 1997, I lead a technical team that developed countermeasures against an actual distributed Internet-based attack on the Langley AFB SMTP email infrastructure.  This attack was documented in a technical paper, <a href="http://www.thecepblog.com/e-mail-bombs-and-countermeasures-cyber-attacks-on-availability-and-brand-integrity/" target="_blank"><em>E-Mail Bombs and Countermeasures: Cyber Attacks on Availability and Brand Integrity,</em> IEEE Network Magazine, Vol. 12, No. 2, pp. 10-17, March/April 1998</a>.  In addition, this attackand countermeasures I designed was featured in Popular Science Magazine in an 1998 article, <a href="http://www.thecepblog.com/warcom-by-frank-vizard/" target="_blank">War.Com</a> and other news channels.  I also published a number of related papers on this topic.</p>
<p>Our team used a rule-based approach for countermeasures against massive email bombs attacks on the Langley Air Force Base email infrastructure.   We called this rule-based system, <em>BombShelter.</em> and it was written in <a href="http://www.perl.org/" target="_blank">PERL</a>.  I developed both the original software architecture and the original working prototype for BombShelter (in two days) and then we turned the software over to our team who used the rule-based approach for daily attack countermeasures.</p>
<p>I watched for days, and then weeks, as my team designed rules, and the attackers wrote new attacks that circumvented the rules.  Some folks in the Pentagon used to say that I &#8220;lead the effort to fight the first war in cyberspace&#8221;.   It might have have been the first cyberwar, I am not sure, but it was certainly the first publicly documented cyberwar.  There is no doubt about this.</p>
<p>Without getting into all the historical footnotes and significance of this cyberwar that was fought with experts and rule-based systems, I would like to jump to an important conclusion.</p>
<blockquote><p><em>Rule-based systems are useful, but have limited functionality and scaleability in most complex event processing applications.</em></p></blockquote>
<p>Rule-based systems are human resource intensive because rule-based systems cannot learn and adapt on their own, humans learn and then write new rules.  This is how rule-based systems work.</p>
<p>This is the motivation behind why I spend a lot of time to search for new, more efficient and adaptive methods as alternatives to rule-based systems.   After extensive research, I published a series of papers on the future of intrusion detection in the Internet.  <a href="http://www.thecepblog.com/intrusion-detection-systems-and-multisensor-data-fusion/" target="_blank"><em>Intrusion Detection Systems &amp; Multisensor Data Fusion - Creating Cyberspace Situational Awareness</em></a> <a class="external autonumber" title="http://www.silkroad-asia.com/papers/pdf/acm-p99-bass.pdf" rel="nofollow" href="http://www.silkroad-asia.com/papers/pdf/acm-p99-bass.pdf">[1]</a>, helped lead an evolution in Internet security, particularly in the area of network-based intrusion detection systems (IDS).</p>
<p>In my published research work, motivated by limitations with rule-based approaches, I used the same mature functional model that is used to process missile attacks, control global air traffic, and other complex event processing applications in physical space; but I applied these concepts to cyberspace.</p>
<p>Around the same time, Professor Luckham and others were working on similar problems, all related to real-time detection and response to threats in cyberspace.  They were also funded by the US government.</p>
<blockquote><p>Sidebar: Stream processing of transaction- based systems (databases), another area of interest, was focused on a totally different problem, which was the low latency processing of straight-thru processing in databased-oriented systems.   These stream processing systems were, and remain however,  rule-based systems.  The problems we were trying to solve in cyberspace, however, cannot be efficiently and pragmatically solved by rule-based systems alone.  Only relatively simple scenarios can be efficiently detected by rule-based stream processing systems.</p></blockquote>
<p>The vast majority of complex event processing classes of problems require rules plus advanced algorithms that can learn and adapt in real-time.    I know this, not from reading papers or taking university classes on rule-bases systems, but from working on some very challenging operational problems in real-time.    This is why I remain interested in complex event processing and why I continue to elaborate on why rule-based systems have limitations.</p>
]]></content:encoded>
      <pubDate>Sat, 11 Oct 2008 09:15:26 +0000</pubDate>
      <category domain="http://securityratty.com/tag/systems">systems</category>
      <category domain="http://securityratty.com/tag/intrusion detection systems">intrusion detection systems</category>
      <category domain="http://securityratty.com/tag/rule-bases systems">rule-bases systems</category>
      <category domain="http://securityratty.com/tag/transaction- based systems">transaction- based systems</category>
      <category domain="http://securityratty.com/tag/cep">cep</category>
      <category domain="http://securityratty.com/tag/real-time detection">real-time detection</category>
      <category domain="http://securityratty.com/tag/real-time">real-time</category>
      <category domain="http://securityratty.com/tag/complex event">complex event</category>
      <category domain="http://securityratty.com/tag/countermeasures">countermeasures</category>
      <source url="http://www.thecepblog.com/2008/10/11/the-motivation-behind-adaptive-analytics-and-cep/">The Motivation Behind Adaptive Analytics and CEP</source>
    </item>
    <item>
      <title><![CDATA[CEP, Event Noise and Asymmetric Event Processing]]></title>
      <link>http://securityratty.com/article/2749df765875344a0e16c9acc0faf260</link>
      <guid>http://securityratty.com/article/2749df765875344a0e16c9acc0faf260</guid>
      <description><![CDATA[In The Genesis of Complex Event Processing: Asymmetric Capabilities I introduced the abstract concept of asymmetric processing capabilities to describe the foundations of complex event processing. If...]]></description>
      <content:encoded><![CDATA[<p>In <a title="The Genesis of Complex Event Processing: Asymmetric Capabilities" rel="bookmark" href="../2008/09/29/the-genesis-of-complex-event-processing-asymmetric-capabilites/">The Genesis of Complex Event Processing: Asymmetric Capabilities</a> I introduced the abstract concept of &#8220;asymmetric processing capabilities&#8221; to describe the foundations of complex event processing.   If you take a few moments to review the <a href="http://www.thecepblog.com/2008/07/07/a-blast-from-the-past-cep-at-stanford1998-2003/" target="_blank">first CEP projects</a> from <a href="http://www.stanford.edu" target="_blank">Stanford University</a>, you will see that the application of CEP was toward  solving myriad asymmetric event processing problems in distributed networks.    These applications included challenging problems such as:</p>
<ul>
<li><a href="http://pavg.stanford.edu/cep/netviewer-presentation.ppt">Network Level Monitoring and Management,<br />
</a></li>
<li><a href="http://pavg.stanford.edu/ID/">Cyber Security: Network Intrusion Detection,<br />
</a></li>
<li>Enterprise Monitoring and Management,</li>
<li><a href="http://pavg.stanford.edu/cep/final-version-131102.pdf">Modeling and Simulation of Collaborative Business Processes, </a></li>
<li>Business Policy Monitoring, and</li>
<li>Analysis and Debugging of Distributed Systems.</li>
</ul>
<p>In each of the CEP application examples above, the amount of event information available to software developers can be staggering; however, despite all the available information, the capability to sense-and-respond to threats and opportunities is crude, at best.</p>
<p>Folks who work in network and security management, for example, are bombarded with event information.  However, this deluge of event information is, for the most part, &#8220;noise&#8221; that is difficult to understand.   In network management one of the most difficult things to accomplish is to find the root cause of an outage or performance problem.   This is why researchers at Stanford were funded to focused on research topics such as (above), <em>the Analysis and Debugging of Distributed Systems</em>.</p>
<p>These are the classes of asymmetric event processing problems that define complex event processing, or CEP.   Processing events by mediating events, routing events, or running a rule-set against events and making a processing decision are all perfectly valid event processing applications.   However, the core reason to have &#8220;complex event processing&#8221; is to solve event processing problems where there exists a significant asymmetry between the deluge of &#8220;event noise&#8221;  (Professor Luckham called this phenomena the &#8220;event cloud&#8221;) and detecting business-relevant, actionable complex events in an climate of uncertainty and noise.</p>
<p>In my next post on this topic I will briefly the review motivation behind my 1999 ACM paper, <a title="Intrusion Detection Systems and Multisensor Data Fusion" rel="bookmark" href="../intrusion-detection-systems-and-multisensor-data-fusion/">Intrusion Detection Systems and Multisensor Data Fusion, </a> where we were working on solving complex distributed security challenges based on real-world experiences with the problems of asymmetric processing capabiilities.   I will discuss why we evolved from an early rule-based expert system model to a more advanced inference model that was not dependent solely on rule-based thinking.   I will also explain why other researchers and developers experienced in complex event detection applications have come to the same conclusion.</p>
]]></content:encoded>
      <pubDate>Thu, 02 Oct 2008 01:22:59 +0000</pubDate>
      <category domain="http://securityratty.com/tag/asymmetric event">asymmetric event</category>
      <category domain="http://securityratty.com/tag/complex">complex</category>
      <category domain="http://securityratty.com/tag/define complex event">define complex event</category>
      <category domain="http://securityratty.com/tag/asymmetric">asymmetric</category>
      <category domain="http://securityratty.com/tag/actionable complex events">actionable complex events</category>
      <category domain="http://securityratty.com/tag/myriad asymmetric event">myriad asymmetric event</category>
      <category domain="http://securityratty.com/tag/cep">cep</category>
      <category domain="http://securityratty.com/tag/management">management</category>
      <category domain="http://securityratty.com/tag/security management">security management</category>
      <source url="http://www.thecepblog.com/2008/10/02/cep-event-noise-and-asymmetric-event-processing/">CEP, Event Noise and Asymmetric Event Processing</source>
    </item>
    <item>
      <title><![CDATA[Interop NY Keynotes: BlackBerry]]></title>
      <link>http://securityratty.com/article/57d32695a026bc4921bcf73252eab4ea</link>
      <guid>http://securityratty.com/article/57d32695a026bc4921bcf73252eab4ea</guid>
      <description><![CDATA[David Yach, Chief Technology Officer of Software at Research in Motion rounded out the final keynotes of the morning as part of the Mobile Business Expo (MBX). David focused on how enterprise and...]]></description>
      <content:encoded><![CDATA[<p>David Yach, <a href="http://www.mobilebusinessexpo.com/conference/keynotes.php" target="_blank">Chief Technology Officer of Software at Research in Motion</a> rounded out the final keynotes of the morning as part of the Mobile Business Expo (MBX). David focused on how enterprise and mobility are tied together today.</p>
<p>Which of the following initiatives are likely to be a major telecommunications technology related priority for 2007? Mobility is a huge issue.</p>
<p>We&#8217;re starting to see traction with mobility.</p>
<ul>
<li>The evolution of enterprise mobility:
<ul>
<li>Voice &#8211;&gt; messaging &#8211;&gt; e&#8211;mail &#8211;&gt; web, &#8211;&gt; business applications &#8211;&gt;  instant messaging/presence &#8211;&gt; what&#8217;s next?</li>
</ul>
</li>
<li>Cell phone to Smartphone:
<ul>
<li>1G &#8211;&gt; 2G &#8211;&gt; 3G</li>
</ul>
</li>
</ul>
<p><strong>Converging IT Responsibilities</strong></p>
<p>Collaboration, Web/Internet, Desktop Computer, Deskphone/PBX, Mobile Phone and Applications. All of this is under the umbrella of IT. IT departments are not a single cohesive unit where everyone gets along. They have different motivations, budgets, goals, etc.</p>
<p>BlackBerry manages all of these responsibilities in one, forcing these departments to collaborate and work together. This is key for interoperability between these systems, knowing how they work together.</p>
<p>Desktop capabilities are expected in mobility:</p>
<ul>
<li>Information</li>
<li>Collaboration</li>
<li>Voice</li>
<li>Transactions</li>
<li>Presence</li>
<li>Application</li>
</ul>
<p>Mobile devices are fundamentally changing the pace of which we all work. You can reach anybody at anytime. This changes business.</p>
<p>All of this is working with data that is behind a corporate firewall.</p>
<p>The big change in IT is that for almost any industry now, the data that you have and you manage is a core corporate asset. It doesn&#8217;t matter whether you&#8217;re in manufacturing, logistics, or a bakery. Information is king. This has the benefit of moving IT up to a C-level position. You are a core part of your business success. This has benefits, and also added stress.</p>
<p>Voice is still the &#8220;killer app&#8221; for mobility. Deskphones and smartphones need to overlap into a mobile voice system.</p>
<p>Another up and coming technology is the mobilization of enterprise applications. This provides the ultimate user experience. For example, Blackberry has mobilized the SAP Business Suite on BlackBerry smartphones. SAP CRM access is as seamless and intuitive as email on BlackBerry and incorporates push, alerting, security, GPS, Wi-Fi and media.</p>
<p>Enterprise grade platforms will extend core competencies of enterprise systems to mobile environments.</p>
<ul>
<li>Secure</li>
<li>Reliable</li>
<li>Manage</li>
<li>Control</li>
<li>Administration</li>
<li>Standardize</li>
</ul>
<p><strong>Conclusion:</strong></p>
<p>Putting it together: integrating the wireless capabilities of today into the business tools of tomorrow.</p>
]]></content:encoded>
      <pubDate>Wed, 17 Sep 2008 11:07:39 +0000</pubDate>
      <category domain="http://securityratty.com/tag/enterprise mobility">enterprise mobility</category>
      <category domain="http://securityratty.com/tag/blackberry">blackberry</category>
      <category domain="http://securityratty.com/tag/mobility">mobility</category>
      <category domain="http://securityratty.com/tag/business">business</category>
      <category domain="http://securityratty.com/tag/sap business suite">sap business suite</category>
      <category domain="http://securityratty.com/tag/systems">systems</category>
      <category domain="http://securityratty.com/tag/enterprise systems">enterprise systems</category>
      <category domain="http://securityratty.com/tag/applications">applications</category>
      <category domain="http://securityratty.com/tag/enterprise">enterprise</category>
      <source url="http://blog.sciencelogic.com/interop-ny-keynotes-blackberry/09/2008">Interop NY Keynotes: BlackBerry</source>
    </item>
    <item>
      <title><![CDATA[Interop NY Keynotes: Cisco]]></title>
      <link>http://securityratty.com/article/c55a3293fe594f4363a5830f6da4d48c</link>
      <guid>http://securityratty.com/article/c55a3293fe594f4363a5830f6da4d48c</guid>
      <description><![CDATA[After some rousing introduction music, Marie Hatter , Vice President, Network Systems and Security Solutions Marketing / CMO of Cisco began her presentation on virtualization
Introduction...]]></description>
      <content:encoded><![CDATA[<p>After some rousing introduction music, <a href="http://blogs.cisco.com/authors/bio/83" target="_blank">Marie Hatter</a>, Vice President, Network Systems and Security Solutions Marketing / CMO of Cisco began her presentation on virtualization.</p>
<p><strong>Introduction</strong></p>
<p>Virtualization is a word used by consumers and also by IT. But, do we all mean the same thing?</p>
<p>A very cool video from Cisco provided answers to &#8220;what is virtualization&#8221; from an  engineering perspective, data center perspective, IT perspective and the user perspective (virtual world).</p>
<p>Virtualization is about breaking the bonds between applications and server hardware, nodes and networks, applications and operating systems.</p>
<p>Why is this interesting? Virtualization holds the promise to transform the way we work, live, learn and play.</p>
<p><strong>Why virtualize?</strong></p>
<p>The real estate boom over the last 30 years has driven people to the suburbs. People didn&#8217;t mind commuting for an hour with lower gas prices. Today, we have a weak economy and gas prices are high. Something has to change.</p>
<p>Many are opting to stay at home. Businesses are trying out telecommuting, some (like Cisco) are even offering telepresence. This helps by reducing carbon footprint. Corporations are breaking free from physical requirements. The global workforce is also having an impact on the network. These changes are having a huge impact on the network.</p>
<p>We are on the cusp of transitioning from virtualization to VIRTUALIZATION.</p>
<p><strong>&#8220;One to many&#8230;.many to one.&#8221;</strong></p>
<p>This is Cisco&#8217;s idea of virtualization.</p>
<p>Consider the different roles we play in life - one to many. Spouse, executive, friend, parent, gym rat. This would be &#8220;one to many&#8221;. This is exactly what virtualization does. It allows you to partition resources off that you can use on the fly.</p>
<p><strong>Where do I start?</strong></p>
<p>Virtualization starts with server and storage. But, it&#8217;s the network that touches everything - it spans the physical, the virtual, and the cloud. This provides the connectivity to all these resources. The network brings transparency to the picture. It allows you to better monitor performance and better implement security - great benefits!</p>
<p><strong>Why do I need this?</strong></p>
<p>At Cisco, we saw that we were only using 20% of our storage utilization. We wanted to virtualize our datacenters. When we did that, we were able to get 68% storage utilization. For each year that we were able to defer buildup, we saved $40 million.</p>
<p>From a business standpoint, virtualization helps you differentiate and work faster. Provisioning in minutes, improved productivity and competitive differentiation, using less power (environmental impact), and up the ante of business continuity. If VMWare fails? It&#8217;s OK. You can reprovision it on the fly.</p>
<p><strong>Is it for everyone?</strong></p>
<p>IT organizations tend to be siloed. You have the IT side and the Operations side. Each has responsibility. For virtualization to work, these walls have to come down. The concept of virtualization depends on shared resources.</p>
<p><strong><a href="http://en.wikipedia.org/wiki/Metcalfe%27s_law" target="_blank">Metcalfe&#8217;s Law of the Network</a> Effect</strong></p>
<p>Everytime you add a node to the network, you increase the value. This is what happens with virtualization. Every device you virtualize increases the power of each device. More control of environment and more efficiency.</p>
<p>This leads to&#8230;</p>
<p><strong>Cloud computing.</strong></p>
<p>Wow, show of hands from the audience when Marie asked &#8220;how many are using cloud computing?&#8221; and &#8220;how many are using your own clouds?&#8221; - not a lot of hands were raised. Interesting considering the coverage cloud computing has and the focus of it.</p>
<p>Cloud computing has three possibilities at Cisco:</p>
<ul>
<li>Flexible infrastructure (hosting)</li>
<li>Abstract services (APIs)</li>
<li>Application services (SaaS)</li>
</ul>
<p>Automation is going to be key, and will need to integrate virtualization-aware elements.</p>
<p>Can you imagine if you wanted interoperability in the cloud? People haven&#8217;t even begun thinking about it.</p>
<p><strong>Conclusion</strong></p>
<p>As you virtualize, your role will change. You will think more about strategy. But keep in mind these &#8220;minefields&#8221; of virtualization:</p>
<ul>
<li>Insufficient planning</li>
<li>Lack of standards</li>
<li>Weak security</li>
</ul>
<p>Security cannot be an afterthought. It has to be planned. We&#8217;ve seen new forms of malware, hypervisor attacks, and root kit infections.</p>
<p>As higher expectations from end users evolve, we&#8217;re becoming not server oriented, but SERVICE oriented.</p>
<p><strong>Tips:</strong></p>
<ul>
<li>Think holistically</li>
<li>Consider IT culture - equipment and people</li>
</ul>
]]></content:encoded>
      <pubDate>Wed, 17 Sep 2008 10:11:05 +0000</pubDate>
      <category domain="http://securityratty.com/tag/virtualization">virtualization</category>
      <category domain="http://securityratty.com/tag/virtualization starts">virtualization starts</category>
      <category domain="http://securityratty.com/tag/virtualization helps">virtualization helps</category>
      <category domain="http://securityratty.com/tag/helps">helps</category>
      <category domain="http://securityratty.com/tag/virtualization depends">virtualization depends</category>
      <category domain="http://securityratty.com/tag/virtualization holds">virtualization holds</category>
      <category domain="http://securityratty.com/tag/network">network</category>
      <category domain="http://securityratty.com/tag/network brings transparency">network brings transparency</category>
      <category domain="http://securityratty.com/tag/cisco">cisco</category>
      <source url="http://blog.sciencelogic.com/interop-ny-keynotes-cisco/09/2008">Interop NY Keynotes: Cisco</source>
    </item>
    <item>
      <title><![CDATA[Interop NY Keynotes: IBM]]></title>
      <link>http://securityratty.com/article/44ba0e9ad08b54462e9c92a6c54837a5</link>
      <guid>http://securityratty.com/article/44ba0e9ad08b54462e9c92a6c54837a5</guid>
      <description><![CDATA[Day one of Interop NY began with an introduction from Interop Manager Lenny Heymann, then Bob Picciano, General manager Lotus software and WebSpehere Portal IBM took the stage
IBMs presentation was...]]></description>
      <content:encoded><![CDATA[<p>Day one of Interop NY began with an introduction from Interop Manager Lenny Heymann, then Bob Picciano, General manager Lotus software and WebSpehere Portal IBM took the stage.</p>
<p>IBM&#8217;s presentation was cleverly titled <strong>2mor0@Wrk</strong> - Tomororow work and Web 2.0.</p>
<p><strong>Overview</strong></p>
<p>Web 2.0 is delivering a whole different paradigm of communication. The slide is Lotus Symphony - NOT PPT. Over 2 million downloads.</p>
<p>There is an information overload that impacts individual productivity in the workplace. It has a profound effect on organizational productivity. A more complex organization entity provides more pressure and more inefficiencies in workplace. Up to 70% of time can be used looking for the WRONG information.</p>
<p>Collaboration mitigates information overload. It allows you to identify experts and opinions.</p>
<p>The collaboration agenda. Enterprises are at the onset of exploring these features. Web 2.0 is giving us the capacity to do more. Collaboration optimizes business outcomes - global, secure and dynamic.The most progressive companies are looking at UNIFIED COMMUNICATIONS. Making sure that directories and profiles are fully mobile.</p>
<p>Collaboration should be a contextual part of the workflow, going directly into applications.</p>
<p>IBM&#8217;s collaboration strategy is to deliver these services through online or offline services.</p>
<p><strong>Demonstration</strong></p>
<p>Executive IT architect Ron Sebastian provided a demonstration of IBM&#8217;s collaboration strategy. IBM&#8217;s Web 2.0 solutions span delivery platforms:</p>
<ul>
<li>Platform - web as&nbsp; platform</li>
<li>Application - development</li>
<li>People - social computing</li>
</ul>
<p><a href="http://www-01.ibm.com/software/lotus/products/connections/" target="_blank">Lotus Connections</a> - a family of social computing software that provides profile lookup and community capabilities. Think of Facebook, Yahoo Groups, and delicious combined in one portal.</p>
<p>Ron demonstrated these social services embedded into a healthcare provider application. Semantic tagging is available, contact information and commenting. Not only are we providing service to customers, you can integrate sync capability to directly call the person you want.</p>
<p>The biggest aspect of Lotus Connection? It&#8217;s all integrated.</p>
<p>A new service - <a href="https://www.bluehouse.lotus.com/" target="_blank">Project Bluehouse</a>. This is a SaaS delivery of these collaborated capabilities. The store and share can manage and share documents within and outside the company. Access control is no longer an issue.</p>
<p>Collaborative Web 2.0 services available as standalone products that also work in a mobile environment.</p>
<p><strong>Case Study: Natural Disaster Management Mashup</strong></p>
<p>Boeing came up with twenty different scenarios that they could handle through their systems. The problem was the one they didn&#8217;t count on. One example was Katrina - how to deliver supplies to the area: what airports were open? Where could they land? The problem was they could not find one list of public, private and military airports, nor what was open. The mashup took different feeds to allow the deacon maker to make a more rapid and intelligent decision based on information on where they could fly in the appropriate supplies. From open information sites like <a href="http://www.airnav.com/" target="_blank">AirNav.com</a> and personal contacts, users were able to mashup the information to make better decisions.</p>
<p><strong>Conclusion</strong></p>
<p><a href="http://www.eweek.com/c/a/Messaging-and-Collaboration/IBM-to-Unveil-Social-Software-Center-at-Interop/" target="_blank">IBM announced the IBM Center for Social Software</a>, proving their commitment to connect, collaborate, and innovate. Users and academics can work together to how these innovations can be applied to businesses and provide value to the market.</p>
<p>There has been <a href="http://teblog.typepad.com/david_tebbutt/2008/04/ibms-bluehouse.html" target="_blank">some question</a> of whether or not IBM can pull this off and move into the collaborative Web 2.0 market. Despite <a href="http://www.theappgap.com/ibm-bluehouse-organizes-online-meetings-and-the-before-and-after.html" target="_blank">some criticism</a>, it looks like IBM has really taken a step forward in advancing their products and services to meet market needs.</p>
<p>People drive better business outcomes. Connecting, collaboration, and innovation is key. Having the right tools and information to do that eases pressure that many organizations feel and brings Web 2.0 technologies to the heart of businesses.</p>
]]></content:encoded>
      <pubDate>Wed, 17 Sep 2008 09:39:59 +0000</pubDate>
      <category domain="http://securityratty.com/tag/ibm">ibm</category>
      <category domain="http://securityratty.com/tag/information sites">information sites</category>
      <category domain="http://securityratty.com/tag/information">information</category>
      <category domain="http://securityratty.com/tag/collaboration">collaboration</category>
      <category domain="http://securityratty.com/tag/web">web</category>
      <category domain="http://securityratty.com/tag/social">social</category>
      <category domain="http://securityratty.com/tag/ibms collaboration strategy">ibms collaboration strategy</category>
      <category domain="http://securityratty.com/tag/social services">social services</category>
      <category domain="http://securityratty.com/tag/collaborative web">collaborative web</category>
      <source url="http://blog.sciencelogic.com/interop-ny-keynotes-ibm/09/2008">Interop NY Keynotes: IBM</source>
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