Weapons for Dog Fight: Adapting Malware
Adapting and mutating malware samples using adversarial techniques to bypass machine-learning antivirus detectors.
Summary
Related talks
AI Village·19 min
Guo · Cuevas
An overview of recent progress and developments in adversarial deep learning attacks and defenses.
adversarial-machine-learningdeep-learningevasion+1
AI Village·33 min
Moustafa Alzantot · Yash Sharma
Practical black-box and gradient-free adversarial attack methodologies against machine learning systems.
adversarial-machine-learningblack-box-attacksevasion+1
AI Village·1 hr 30 min
Workshop
Hands-on workshop demonstrating adversarial evasion techniques targeting ML-based Antimalware Scan Interface providers.
amsiadversarial-mlevasion+2