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Xun Xian
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Year
Assisted learning: A framework for multi-organization learning
X Xian, X Wang, J Ding, R Ghanadan
Advances in neural information processing systems 33, 14580-14591, 2020
462020
Understanding Backdoor Attacks through the Adaptability Hypothesis
X Xian, G Wang, J Srinivasa, A Kundu, X Bi, M Hong, J Ding
40th International Conference on Machine Learning (ICML), 2023
72023
Understanding Model Extraction Games
X Xian, M Hong, J Ding
2022 IEEE 4th International Conference on Trust, Privacy and Security in …, 2022
5*2022
Imitation privacy
X Xian, X Wang, M Hong, J Ding, R Ghanadan
arXiv preprint arXiv:2009.00442, 2020
32020
Mismatched Supervised Learning
X Xian, M Hong, J Ding
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
22022
A unified detection framework for inference-stage backdoor defenses
X Xian, G Wang, J Srinivasa, A Kundu, X Bi, M Hong, J Ding
Advances in Neural Information Processing Systems 36, 2024
12024
Assisted learning: cooperative ai with autonomy
J Zhou, X Xian, N Li, J Ding
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
12021
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees
X Xian, G Wang, X Bi, J Srinivasa, A Kundu, M Hong, J Ding
arXiv preprint arXiv:2403.18774, 2024
2024
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
X Xian, G Wang, J Srinivasa, A Kundu, X Bi, M Hong, J Ding
arXiv preprint arXiv:2310.10780, 2023
2023
DLP: Data-Driven Label-Poisoning Backdoor Attack
X Xian, X Bi, M Hong, J Ding
2022
ASCII: ASsisted Classification with Ignorance Interchange
J Zhou, X Xian, N Li, J Ding
arXiv preprint arXiv:2010.10747, 2020
2020
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