Towards A Proactive ML Approach for Detecting Backdoor Poison SamplesUSENIX Security Symposium (USENIX Security), 2022 |
Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks,
and DefensesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
Local and Central Differential Privacy for Robustness and Privacy in
Federated LearningNetwork and Distributed System Security Symposium (NDSS), 2020 |
Backdoors in Neural Models of Source CodeInternational Conference on Pattern Recognition (ICPR), 2020 |