[Paper Summary] "BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models"
Original Paper Link: https://arxiv.org/pdf/2110.02467.pdf Abstract The paper introduces a new backdoor attack method on pre-trained NLP...
I am a Computer Science Ph.D. student at the University of Massachusetts Amherst under the supervision of Prof. Amir Houmansadr. I have recently graduated B.Eng in Computer Engineering at Hong Kong University of Science and Technology (HKUST).
My research interests rely on Trustworthy AI and Adversarial ML. Especially, I am fascinated by both adversarial attack as well as adversarial training that aids to overcome the vulnerability of various machine learning models in wide range of domains. I am also interested in exploring other fields of study such as the relationship between adversarial attack and federated learning, backdoor attacks/defense, and robust optimization.