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Yuanshun (Kevin) Yao
Yuanshun (Kevin) Yao
Andere namenYuanshun Yao
Meta GenAI
Geverifieerd e-mailadres voor meta.com - Homepage
Titel
Geciteerd door
Geciteerd door
Jaar
Neural cleanse: Identifying and mitigating backdoor attacks in neural networks
B Wang, Y Yao, S Shan, H Li, B Viswanath, H Zheng, BY Zhao
2019 IEEE symposium on security and privacy (SP), 707-723, 2019
16292019
Latent backdoor attacks on deep neural networks
Y Yao, H Li, H Zheng, BY Zhao
Proceedings of the 2019 ACM SIGSAC conference on computer and communications …, 2019
4722019
A daily global mesoscale ocean eddy dataset from satellite altimetry
JH Faghmous, I Frenger, Y Yao, R Warmka, A Lindell, V Kumar
Scientific data 2 (1), 1-16, 2015
3502015
Trustworthy LLMs: A survey and guideline for evaluating large language models' alignment
Y Liu, Y Yao, JF Ton, X Zhang, RGH Cheng, Y Klochkov, MF Taufiq, H Li
arXiv preprint arXiv:2308.05374, 2023
2342023
Automated crowdturfing attacks and defenses in online review systems
Y Yao, B Viswanath, J Cryan, H Zheng, BY Zhao
Proceedings of the 2017 ACM SIGSAC conference on computer and communications …, 2017
2252017
Backdoor attacks against deep learning systems in the physical world
E Wenger, J Passananti, AN Bhagoji, Y Yao, H Zheng, BY Zhao
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
2062021
With great training comes great vulnerability: Practical attacks against transfer learning
B Wang, Y Yao, B Viswanath, H Zheng, BY Zhao
27th USENIX security symposium (USENIX Security 18), 1281-1297, 2018
1422018
Large language model unlearning
Y Yao, X Xu, Y Liu
arXiv preprint arXiv:2310.10683, 2023
1242023
Complexity vs. performance: empirical analysis of machine learning as a service
Y Yao, Z Xiao, B Wang, B Viswanath, H Zheng, BY Zhao
Proceedings of the 2017 Internet Measurement Conference, 384-397, 2017
1242017
Rethinking machine unlearning for large language models
S Liu, Y Yao, J Jia, S Casper, N Baracaldo, P Hase, Y Yao, CY Liu, X Xu, ...
arXiv preprint arXiv:2402.08787, 2024
842024
Object recognition and navigation using a single networking device
Y Zhu, Y Yao, BY Zhao, H Zheng
Proceedings of the 15th Annual International Conference on Mobile Systems …, 2017
442017
Identifying value in crowdsourced wireless signal measurements
Z Li, A Nika, X Zhang, Y Zhu, Y Yao, BY Zhao, H Zheng
Proceedings of the 26th International Conference on World Wide Web, 607-616, 2017
412017
Vertical federated learning without revealing intersection membership
J Sun, X Yang, Y Yao, A Zhang, W Gao, J Xie, C Wang
arXiv preprint arXiv:2106.05508, 2021
392021
Differentially private label protection in split learning
X Yang, J Sun, Y Yao, J Xie, C Wang
arXiv preprint arXiv:2203.02073, 2022
362022
Label leakage and protection from forward embedding in vertical federated learning
J Sun, X Yang, Y Yao, C Wang
arXiv preprint arXiv:2203.01451, 2022
362022
A daily global mesoscale ocean eddy dataset from satellite altimetry. Sci. Data, 2, 150028
JH Faghmous, I Frenger, Y Yao, R Warmka, A Lindell, V Kumar
312015
Defending against reconstruction attack in vertical federated learning
J Sun, Y Yao, W Gao, J Xie, C Wang
arXiv preprint arXiv:2107.09898, 2021
292021
Backdoor attacks on facial recognition in the physical world
E Wenger, J Passananti, Y Yao, H Zheng, BY Zhao
arXiv preprint arXiv:2006.14580 1, 2020
292020
Weak proxies are sufficient and preferable for fairness with missing sensitive attributes
Z Zhu, Y Yao, J Sun, H Li, Y Liu
International Conference on Machine Learning, 43258-43288, 2023
172023
Human-instruction-free llm self-alignment with limited samples
H Guo, Y Yao, W Shen, J Wei, X Zhang, Z Wang, Y Liu
arXiv preprint arXiv:2401.06785, 2024
152024
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