1k citations · 1.1k across the 3 of their papers we have counts for
3 papers
cs.PL2019★ 1 cited
A Neural-based Program Decompiler
Cheng Fu, Huili Chen, Haolan Liu +4
Reverse engineering of binary executables is a critical problem in the computer security domain. On the one hand, malicious parties may recover interpretable source codes from the…
cs.CR2017★ 1k cited
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning
Xinyun Chen, Chang Liu, Bo Li +2
Deep learning models have achieved high performance on many tasks, and thus have been applied to many security-critical scenarios. For example, deep learning-based face recognition…
cs.LG2017★ 79 cited
Adversarial Example Defenses: Ensembles of Weak Defenses are not Strong
Warren He, James Wei, Xinyun Chen +2
Ongoing research has proposed several methods to defend neural networks against adversarial examples, many of which researchers have shown to be ineffective. We ask whether a stron…