Deep Learning for Robust Detection of Evasive Malware

I’ve written 3 posts on Medium about our recent work on robust detection of adversarial malware using deep learning. Check it out :)

1. Part 1: An intro to Malware Detection, with a demo on evasion attacks
2. Part 2: A brief description on hardening the detectors against adversarial/evasive malware.
3. Part 3: A visual inspection of the decision landscape and its association with robust generalization.