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ExterminatorThe World without Malware
Opportunity! Malware damage costs businesses worldwide over $13.3 billion annually. An analyst needs 20 to 30 minutes to manually inspect anew malware sample.  The current approach is clearly not keeping up with the increase in malware counts.
Weaknesses of Commercial Tools ,[object Object],Detection Classification Signature Extraction ,[object Object],Exterminator automates the entire process, and is robust in the presence of code obfuscation.
Exterminator malware Answers to two questions: Is it malware? What type of malware? Exterminator: Automatic malware detection and classification goodware
Research Prototype Results Achieves 80% accuracy on detecting polymorphic malware Very crude preliminary research prototype Current refinement work will push accuracy much further Classifies previously unseen malware samples into families with high certainty
Malware Classification

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Malware Detection and Classification

  • 2. Opportunity! Malware damage costs businesses worldwide over $13.3 billion annually. An analyst needs 20 to 30 minutes to manually inspect anew malware sample. The current approach is clearly not keeping up with the increase in malware counts.
  • 3.
  • 4. Exterminator malware Answers to two questions: Is it malware? What type of malware? Exterminator: Automatic malware detection and classification goodware
  • 5. Research Prototype Results Achieves 80% accuracy on detecting polymorphic malware Very crude preliminary research prototype Current refinement work will push accuracy much further Classifies previously unseen malware samples into families with high certainty