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2020 – today
- 2024
[c5]Haosen Sun
, Yiming Li, Xixiang Lyu, Jing Ma:
Learning from Distinction: Mitigating Backdoors Using a Low-Capacity Model. ACM Multimedia 2024: 9077-9086- 2023
- [j3]Renpeng Zou, Xixiang Lyu, Jing Ma, Bowen Zhang, Danfang Wu:
BCMIX: A Blockchain-Based Dynamic Self-Reconfigurable Mixnet. IEEE/ACM Trans. Netw. 31(5): 2222-2235 (2023) - [c4]Yige Li, Xixiang Lyu, Xingjun Ma, Nodens Koren, Lingjuan Lyu, Bo Li, Yu-Gang Jiang:
Reconstructive Neuron Pruning for Backdoor Defense. ICML 2023: 19837-19854 - [i6]Yige Li, Xixiang Lyu, Xingjun Ma, Nodens Koren, Lingjuan Lyu, Bo Li, Yu-Gang Jiang:
Reconstructive Neuron Pruning for Backdoor Defense. CoRR abs/2305.14876 (2023) - 2022
- [j2]Jing Ma, Si-Ahmed Naas, Stephan Sigg, Xixiang Lyu:
Privacy-preserving federated learning based on multi-key homomorphic encryption. Int. J. Intell. Syst. 37(9): 5880-5901 (2022) - [j1]Jianhua Li, Lingjuan Lyu, Ximeng Liu, Xuyun Zhang, Xixiang Lyu:
FLEAM: A Federated Learning Empowered Architecture to Mitigate DDoS in Industrial IoT. IEEE Trans. Ind. Informatics 18(6): 4059-4068 (2022) - [c3]Jinwen Xin, Xixiang Lyu, Jing Ma:
Natural Backdoor Attacks on Speech Recognition Models. ML4CS (1) 2022: 597-610 - 2021
- [c2]Yige Li, Xixiang Lyu, Nodens Koren, Lingjuan Lyu, Bo Li, Xingjun Ma:
Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks. ICLR 2021 - [c1]Yige Li, Xixiang Lyu, Nodens Koren, Lingjuan Lyu, Bo Li, Xingjun Ma:
Anti-Backdoor Learning: Training Clean Models on Poisoned Data. NeurIPS 2021: 14900-14912 - [i5]Yige Li, Xixiang Lyu, Nodens Koren, Lingjuan Lyu, Bo Li, Xingjun Ma:
Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks. CoRR abs/2101.05930 (2021) - [i4]Jing Ma, Si-Ahmed Naas, Stephan Sigg, Xixiang Lyu:
Privacy-preserving Federated Learning based on Multi-key Homomorphic Encryption. CoRR abs/2104.06824 (2021) - [i3]Dong Ma, Xixiang Lyu, Renpeng Zou:
A Novel Variable K-Pseudonym Scheme Applied to 5G Anonymous Access Authentication. CoRR abs/2106.07158 (2021) - [i2]Yige Li, Xixiang Lyu, Nodens Koren, Lingjuan Lyu, Bo Li, Xingjun Ma:
Anti-Backdoor Learning: Training Clean Models on Poisoned Data. CoRR abs/2110.11571 (2021) - 2020
- [i1]Jianhua Li, Lingjuan Lyu, Ximeng Liu, Xuyun Zhang, Xixiang Lyu:
FLEAM: A Federated Learning Empowered Architecture to Mitigate DDoS in Industrial IoT. CoRR abs/2012.06150 (2020)
Coauthor Index
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