161 citations · 387 across the 12 of their papers we have counts for
Showing 2022Show all
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cs.AI2022★ 3 cited
Privacy of Autonomous Vehicles: Risks, Protection Methods, and Future Directions
Chulin Xie, Zhong Cao, Yunhui Long +3
Recent advances in machine learning have enabled its wide application in different domains, and one of the most exciting applications is autonomous vehicles (AVs), which have encou…
cs.CR2022★ 1 cited
Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks
Chulin Xie, Yunhui Long, Pin-Yu Chen +4
Federated learning (FL) provides an efficient paradigm to jointly train a global model leveraging data from distributed users. As local training data comes from different users who…
cs.LG2022
SecretGen: Privacy Recovery on Pre-Trained Models via Distribution Discrimination
Zhuowen Yuan, Fan Wu, Yunhui Long +2
Transfer learning through the use of pre-trained models has become a growing trend for the machine learning community. Consequently, numerous pre-trained models are released online…