2 papers
cs.LG2021
PalmTree: Learning an Assembly Language Model for Instruction Embedding
Xuezixiang Li, Qu Yu, Heng Yin
Deep learning has demonstrated its strengths in numerous binary analysis tasks, including function boundary detection, binary code search, function prototype inference, value set a…
cs.CV2020
Boosting Adversarial Attacks on Neural Networks with Better Optimizer
Heng Yin, Hengwei Zhang, Jindong Wang +1
Convolutional neural networks have outperformed humans in image recognition tasks, but they remain vulnerable to attacks from adversarial examples. Since these data are crafted by…