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	<title>The New School of Information Security &#187; computational social science</title>
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		<title>Information Security as an Evolutionary Arms Race &#8211; Research Collaborators Wanted</title>
		<link>http://newschoolsecurity.com/2009/11/information-security-as-an-evolutionary-arms-race-research-collaborators-wanted/</link>
		<comments>http://newschoolsecurity.com/2009/11/information-security-as-an-evolutionary-arms-race-research-collaborators-wanted/#comments</comments>
		<pubDate>Tue, 24 Nov 2009 01:21:52 +0000</pubDate>
		<dc:creator>Russell</dc:creator>
				<category><![CDATA[Science of Risk Management]]></category>
		<category><![CDATA[arms race]]></category>
		<category><![CDATA[computational social science]]></category>
		<category><![CDATA[information security]]></category>
		<category><![CDATA[Red Queen]]></category>
		<category><![CDATA[research]]></category>

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		<description><![CDATA[I’m starting on an academic-oriented research project on the arms race between attackers and defenders from the perspective innovation rates and “evolutionary success” – The Red Queen problem.  I'm looking for collaborators, contributors, reviewers, etc. 
]]></description>
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<p style="text-align: left">I’m starting on an academic-oriented research project and I’m looking for collaborators, contributors, reviewers, etc.</p>
<p style="text-align: left">The topic is the <strong>arms race between attackers and defenders</strong> from the perspective of innovation rates and “evolutionary success” – the <a href="http://en.wikipedia.org/wiki/Red_Queen">Red Queen problem </a>(running just to stand still).  Here&#8217;s a sample research question: “can bureaucracies (defenders) keep up with a decentralized black market (attackers)?”, and similar.    Answering these research questions would have policy implications on the effectiveness of regulation/mandates vs. incentive-based approaches, R&amp;D policy, etc.</p>
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<div id="attachment_1051" class="wp-caption aligncenter" style="width: 341px"><a href="http://bit.ly/5DLO0c"><img class="size-full wp-image-1051" src="http://newschoolsecurity.com/wp-content/uploads/2009/11/gastropods-shaped-by-red-queen-arms-race1.PNG" alt="Gastropod shells shaped by a Red Queen arms race" width="331" height="292" /></a><p class="wp-caption-text">Sail shells from Borneo shaped by a Red Queen arms race with their main predator (a slug of the genus Atopos)</p></div>
<p> I want to focus primarily on theoretical models, but I’m also keen on grounding them in reality.  If I can present some empirical data on the rate of innovation for various players as calibration, that would be superb.</p>
<p>On the theory side, I will be drawing from Evolutionary Ecology (host-parasite co-evolution, adaptive landscapes), Political Economy (models of *<strong>real</strong>* arms races), Computational Social Science (agent-based models, genetic algorithms, evolutionary game theory), and Economic-Engineering models of innovation and organization learning (risk/reward, optimal investment, etc.).   I will also draw on &#8220;computable economics&#8221; that attempts to measure the information processing/learning capabilities of central planning vs. markets, etc.</p>
<p>Regarding empirical data, I would be interested in any of the following:</p>
<ul>
<li>Rate of innovation in the underlying information and IT environment
<ul>
<li>What’s the half-life of the IT architecture in a large organization?</li>
<li>What’s the product life for computing platforms?</li>
<li>What’s the innovation rate for new forms of information or information standards (e.g. XML)?</li>
</ul>
</li>
<li>Rate of innovation in attacker tools, methods, and capabilities
<ul>
<li>Timeline of major innovations (first appearance and widespread use)</li>
<li>Time between discovery of vuln and widespread availability of exploit</li>
<li>% of exploits that are Zero-day vs. known/resolved vulns</li>
<li>Regime change in time series data that signals a major innovation (e.g. the phishing boom)</li>
<li>Appearance rate of new monetization schemes, etc.</li>
</ul>
</li>
<li>Rate of innovation in defender tools, methods, controls, and capabilities
<ul>
<li>Lifecycle of major technology solutions (products or products+services)</li>
<li>What’s the half-life of corporate security policies?  How often do policy manuals or training need to be completely redone?</li>
<li>How long does it take to evaluate, test, and widely deploy some new capability?  (e.g. web application security after 2000)</li>
</ul>
</li>
<li>Rate of innovation in regulations, standards (e.g. PCI-DSS), and other top-down mandates
<ul>
<li>How long does it take to design and publish?</li>
<li>How often are they updated and revised?</li>
<li>How much forward-looking investigation do they do to anticipate future information security environments or threats?</li>
</ul>
</li>
<li>Evolution processes in the “Black Hat ecosystem</li>
<li>Evolution processes information security technology and professional services ecosystem</li>
</ul>
<p> Of course, this list is extremely broad.  I’m all in favor of narrowing down to a particular security domain and ecosystem.  Please make suggestions!  Pointers to existing empirical reports are most welcome!  Please email me privately (russell.thomas A-T meritology D-O-T com) if you are interested in collaborating or contributing in any way.  Ideally, I’d like to have a paper ready to submit to WEIS, in Feb.  Grad students welcome!</p>
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