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    <title>topic Spero and ETHOS in Endpoint Security</title>
    <link>https://community.cisco.com/t5/endpoint-security/spero-and-ethos/m-p/4710899#M7150</link>
    <description>&lt;P&gt;Hello,&lt;/P&gt;
&lt;P&gt;I am just getting familiar with Secure Endpoint and would like to know more about Spero and Ethos engine.&lt;/P&gt;
&lt;P&gt;I could not find DETAILED information about how these engines work and what they do.&lt;/P&gt;
&lt;P&gt;Would be grateful if someone provides documentation.&lt;/P&gt;
&lt;P&gt;Thanks&amp;nbsp;&amp;nbsp;&lt;/P&gt;</description>
    <pubDate>Wed, 26 Oct 2022 14:34:00 GMT</pubDate>
    <dc:creator>llomjaria</dc:creator>
    <dc:date>2022-10-26T14:34:00Z</dc:date>
    <item>
      <title>Spero and ETHOS</title>
      <link>https://community.cisco.com/t5/endpoint-security/spero-and-ethos/m-p/4710899#M7150</link>
      <description>&lt;P&gt;Hello,&lt;/P&gt;
&lt;P&gt;I am just getting familiar with Secure Endpoint and would like to know more about Spero and Ethos engine.&lt;/P&gt;
&lt;P&gt;I could not find DETAILED information about how these engines work and what they do.&lt;/P&gt;
&lt;P&gt;Would be grateful if someone provides documentation.&lt;/P&gt;
&lt;P&gt;Thanks&amp;nbsp;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Wed, 26 Oct 2022 14:34:00 GMT</pubDate>
      <guid>https://community.cisco.com/t5/endpoint-security/spero-and-ethos/m-p/4710899#M7150</guid>
      <dc:creator>llomjaria</dc:creator>
      <dc:date>2022-10-26T14:34:00Z</dc:date>
    </item>
    <item>
      <title>Re: Spero and ETHOS</title>
      <link>https://community.cisco.com/t5/endpoint-security/spero-and-ethos/m-p/4710930#M7151</link>
      <description>&lt;A href="https://www.ciscolive.com/c/dam/r/ciscolive/us/docs/2020/pdf/DGTL-BRKSEC-3446.pdf" target="_blank"&gt;https://www.ciscolive.com/c/dam/r/ciscolive/us/docs/2020/pdf/DGTL-BRKSEC-3446.pdf&lt;/A&gt;&lt;BR /&gt;specifically page 53 of that PDF.&lt;BR /&gt;&lt;BR /&gt;</description>
      <pubDate>Wed, 26 Oct 2022 14:48:05 GMT</pubDate>
      <guid>https://community.cisco.com/t5/endpoint-security/spero-and-ethos/m-p/4710930#M7151</guid>
      <dc:creator>Ken Stieers</dc:creator>
      <dc:date>2022-10-26T14:48:05Z</dc:date>
    </item>
    <item>
      <title>Re: Spero and ETHOS</title>
      <link>https://community.cisco.com/t5/endpoint-security/spero-and-ethos/m-p/4711561#M7153</link>
      <description>&lt;P&gt;Thank you for the information.&lt;/P&gt;
&lt;P&gt;It's useful but not as detailed.&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Thu, 27 Oct 2022 06:42:15 GMT</pubDate>
      <guid>https://community.cisco.com/t5/endpoint-security/spero-and-ethos/m-p/4711561#M7153</guid>
      <dc:creator>llomjaria</dc:creator>
      <dc:date>2022-10-27T06:42:15Z</dc:date>
    </item>
    <item>
      <title>Re: Spero and ETHOS</title>
      <link>https://community.cisco.com/t5/endpoint-security/spero-and-ethos/m-p/4715120#M7159</link>
      <description>&lt;P&gt;Hello&amp;nbsp;&lt;a href="https://community.cisco.com/t5/user/viewprofilepage/user-id/1422564"&gt;@llomjaria&lt;/a&gt;&amp;nbsp;,&lt;BR /&gt;enclosed some infos:&lt;BR /&gt;&lt;BR /&gt;&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;SPERO (Machine Learning):&lt;/STRONG&gt;&amp;nbsp;We use hundreds of infos of a file, which we call a SPERO fingerprint. This is sent to the cloud and SPERO trees determine whether a file is malicious. Note, a Spero Hash is a hash based on file characteristics, not the file itself&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;ETHOS (File Grouping):&lt;/STRONG&gt;&amp;nbsp;The engine is designed to detect polymorphic threats by checking specific characteristics of a file. Much malware tries to pack/unpack/re-pack to change itself and to hide from detection. The engine is detection such activity and is able to "group" an unknown file based on its behaviour to a known malware family.&lt;BR /&gt;&lt;BR /&gt;Greetings,&lt;BR /&gt;Thorsten&lt;/P&gt;</description>
      <pubDate>Wed, 02 Nov 2022 19:21:10 GMT</pubDate>
      <guid>https://community.cisco.com/t5/endpoint-security/spero-and-ethos/m-p/4715120#M7159</guid>
      <dc:creator>Troja007</dc:creator>
      <dc:date>2022-11-02T19:21:10Z</dc:date>
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