MEME vs. PPO: Analyzing Evasion Rates and Binary Modifications in Malware Detection

Explore the efficacy of MEME and other malware evasion algorithms in bypassing anti-virus systems.

Authors: Maria Rigaki, Faculty of Electrical Engineering, Czech Technical University in Prague, Czech Republic and [email protected]; Sebastian Garcia, Faculty of Electrical Engineering, Czech Technical University in Prague, Czech Republic and [email protected]. Table of Links Abstract & Introduction Threat Model Background and Related Work Methodology Experiments Setup Results Discussion Conclusion, Acknowledgments, and References Appendix 6 Results 6.

also outperforms MAB in three out of four targets and on the Sorel-FFNN. This shows that the RL methods, including MAB, did not learn the simple strategy of section injection that , with

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