Active Learning Under Malicious Mislabeling and Poisoning Attacks

Jing Lin, Ryan Luley, Kaiqi Xiong

Deep neural networks usually require large labeled datasets for training to achieve state-of-the-art performance in many tasks, such as image classification and natural language pr…