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Mike Young @mikeyoung44

AI Malware Evades Security Software With 90% Success Rate

Researchers developed a reinforcement learning approach to evade anti-malware systems with 75-90% success rate, using black-box access.

This is a Plain English Papers summary of a research paper called AI Malware Learns to Dodge Security Software with 90% Success Rate. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

  
  
  Overview

Researchers developed a reinforcement learning approach to create evasive malware
The method requires only black-box access to anti-malware systems
Their technique achieved 75-90% evasion rates against commercial anti-malware products
They introduce a Malware Environment for Dynamic Analysis (MEDA)
The approach can be used both for attacking and improvin...