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Jinwen He
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Towards security threats of deep learning systems: A survey
Y He, G Meng, K Chen, X Hu, J He
IEEE Transactions on Software Engineering 48 (5), 1743-1770, 2020
1152020
Deepobliviate: a powerful charm for erasing data residual memory in deep neural networks
Y He, G Meng, K Chen, J He, X Hu
arXiv preprint arXiv:2105.06209, 2021
262021
{DRMI}: A dataset reduction technology based on mutual information for black-box attacks
Y He, G Meng, K Chen, X Hu, J He
30th USENIX Security Symposium (USENIX Security 21), 1901-1918, 2021
242021
Towards privacy and security of deep learning systems: a survey
Y He, G Meng, K Chen, X Hu, J He
arXiv preprint arXiv:1911.12562, 2019
202019
机器学习系统的隐私和安全问题综述
何英哲, 胡兴波, 何锦雯, 孟国柱, 陈恺
计算机研究与发展 56 (10), 2049-2070, 2019
72019
Semantics-recovering decompilation through neural machine translation
R Liang, Y Cao, P Hu, J He, K Chen
arXiv preprint arXiv:2112.15491, 2021
32021
Llm factoscope: Uncovering llms’ factual discernment through measuring inner states
J He, Y Gong, Z Lin, Y Zhao, K Chen
Findings of the Association for Computational Linguistics ACL 2024, 10218-10230, 2024
22024
LLM Factoscope: Uncovering LLMs' Factual Discernment through Intermediate Data Analysis
J He, Y Gong, K Chen, Z Lin, C Wei, Y Zhao
arXiv preprint arXiv:2312.16374, 2023
2*2023
Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing
J He, K Chen, G Meng, J Zhang, C Li
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications …, 2023
22023
I Don't Know You, But I Can Catch You: Real-Time Defense against Diverse Adversarial Patches for Object Detectors
Z Lin, Y Zhao, K Chen, J He
arXiv preprint arXiv:2406.10285, 2024
2024
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