We propose and release a new vulnerable source code dataset. We curate t...
Machine learning methods can detect Android malware with very high accur...
Recent works have proposed methods to train classifiers with local robus...
Infectious diseases are caused by pathogenic microorganisms, such as
bac...
Tree ensemble models including random forests and gradient boosted decis...
Dynamic taint analysis (DTA) is widely used by various applications to t...
Recent breakthroughs in defenses against adversarial examples, like
adve...
Although state-of-the-art PDF malware classifiers can be trained with al...
Making neural networks robust against adversarial inputs has resulted in...
There is an arms race to defend neural networks against adversarial exam...