Xun Xian

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Malicious Attacks

Countermeasures

Assisted Learning

Top Venues

Publications

Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Mingyi Hong, Jie Ding
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees. CoRR (2024)
Ganghua Wang, Xun Xian, Ashish Kundu, Jayanth Srinivasa, Xuan Bi, Mingyi Hong, Jie Ding
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective. ICLR (2024)
Ganghua Wang, Xun Xian, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective. CoRR (2023)
Xun Xian, Ganghua Wang, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding
A Unified Detection Framework for Inference-Stage Backdoor Defenses. NeurIPS (2023)
Xun Xian, Ganghua Wang, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding
Understanding Backdoor Attacks through the Adaptability Hypothesis. ICML (2023)
Xun Xian, Mingyi Hong, Jie Ding
Mismatched Supervised Learning. ICASSP (2022)
Xun Xian, Mingyi Hong, Jie Ding
Understanding Model Extraction Games. TPS-ISA (2022)
Xun Xian, Mingyi Hong, Jie Ding
A Framework for Understanding Model Extraction Attack and Defense. CoRR (2022)
Jiaying Zhou, Xun Xian, Na Li, Jie Ding
Assisted Learning: Cooperative AI with Autonomy. ICASSP (2021)
Jiaying Zhou, Xun Xian, Na Li, Jie Ding
ASCII: ASsisted Classification with Ignorance Interchange. CoRR (2020)
Xun Xian, Xinran Wang, Jie Ding, Reza Ghanadan
Assisted Learning: A Framework for Multi-Organization Learning. NeurIPS (2020)
Xun Xian, Xinran Wang, Mingyi Hong, Jie Ding, Reza Ghanadan
Imitation Privacy. CoRR (2020)
Xun Xian, Xinran Wang, Jie Ding, Reza Ghanadan
Assisted Learning and Imitation Privacy. CoRR (2020)