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		<title>Quantitative Risk Analysis</title>
		<link>https://www.networkingreviews.com/quantitative-risk-analysis/</link>
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		<pubDate>Mon, 28 Jul 2008 21:05:41 +0000</pubDate>
				<category><![CDATA[Information Security]]></category>
		<category><![CDATA[quantitative risk analysis]]></category>
		<category><![CDATA[risk analysis]]></category>
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					<description><![CDATA[In Quantitative Risk Analysis, we try to translate every information asset element into monetary value. There are three steps in Quantitative Risk Analysis: Determine Single Loss Expectancy (SLE): Single Loss Expectancy is a measure of the money loss that an information asset will suffer due to the activation of a threat. SLE = Asset Value ($) [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>In Quantitative Risk Analysis, we try to translate every information asset element into monetary value. There are three steps in Quantitative Risk Analysis:</p>
<ol>
<li><strong>Determine Single Loss Expectancy (SLE):</strong></li>
<p>Single Loss Expectancy is a measure of the money loss that an information asset will suffer due to the activation of a threat.</p>
<p><span style="color: #ff0000;"><strong>SLE = Asset Value ($) x Exposure Factor (%)</strong></span></p>
<p>For example if the asset value is 2 million dollars and the Exposure Factor is 50%, then SLE is 1 million dollars.</p>
<li><strong>Determine Annual Rate of Occurrence (ARO):</strong></li>
<p>Annual Rate of Occurrence is the expected number of security incidents per year. For example if a specific security incident occurs once every 10 years, then <strong>ARO=1/10=0.1</strong></p>
<li><strong>Determine Annual Loss Expectancy (ALE):</strong></li>
<p>ALE is used to justify to the top management the money expenditure in security measures.</p>
<p><span style="color: #ff0000;"><strong>ALE = SLE x ARO</strong></span></ol>
<p><strong>EXAMPLE </strong><br />
Assume that the Asset Value for which we perform a quantitative risk analysis is $10,000,000 and that the Exposure Factor is 50%.</p>
<p>=&gt; SLE = $10,000,000 x 0.5 = $5,000,000</p>
<p>The Annual Rate of loss Occurrence is 0.05 (ARO=0.05)</p>
<p>=&gt; ALE = SLE x ARO = $5,000,000 x 0.05 = <strong>$250,000.</strong></p>
<p>The company is expected to have $250,000 losses due to a specific risk every year. Now, assume if we spend $100,000 in security countermeasures, this will reduce the EF from 0.5 to 0.2.</p>
<p>=&gt; New SLE = $10,000,000 x 0.2 = $2,000,000</p>
<p>=&gt; New ALE = $2,000,000 x 0.05 = $100,000</p>
<p>So, by spending $100,000 in security countermeasures, we have reduced the loss from $250,000 to $100,000, which means we have a cost savings of $150,000. The total company savings after subtracting the security cost expenses ($100,000) is $150,000 &#8211; $100,000 = <strong>$50,000</strong></p>
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