Wenbo Jiang

A Flexible Poisoning Attack Against Machine Learning

2019

Recent years have witnessed tremendous academic efforts and industry growth in machine learning. The security of machine learning has become increasingly prominent. Poisoning attack is one of the most relevant security threats to machine learning …

Incremental Learning, Incremental Backdoor Threats

2022 · IEEE Transactions on Dependable and Secure Computing

Class incremental learning from a pre-trained DNN model is gaining lots of popularity. Unfortunately, the pre-trained model also introduces a new attack vector, which enables an adversary to inject a backdoor into it and further …