EvilELF: Evasion Attacks on Deep-Learning Malware Detection over ELF Files
Author:
Affiliation:
1. Rose-Hulman Institute of Technology, IN
2. Hamilton College, NY
3. University of Cincinnati, OH
Funder
National Science Foundation
Air Force Research Laboratory
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10459339/10459727/10460021.pdf?arnumber=10460021
Reference15 articles.
1. Malware detection by eating a whole exe;Raff
2. Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification
3. Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables
4. Explaining vulnerabilities of deep learning to adversarial malware binaries;Demetrio
5. Deceiving end-to-end deep learning malware detectors using adversarial examples;Kreuk
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