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Shouling Ji
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Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization


May 18, 2023
Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Wenhai Wang, Shouling Ji

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On the Security Risks of Knowledge Graph Reasoning


May 03, 2023
Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Xiapu Luo, Xusheng Xiao, Fenglong Ma, Ting Wang

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* In proceedings of USENIX Security'23. Codes: https://github.com/HarrialX/security-risk-KG-reasoning 
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Deep Intellectual Property: A Survey


Apr 28, 2023
Yuchen Sun, Tianpeng Liu, Panhe Hu, Qing Liao, Shouling Ji, Nenghai Yu, Deke Guo, Li Liu

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* 38 pages, 12 figures 
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RNN-Guard: Certified Robustness Against Multi-frame Attacks for Recurrent Neural Networks


Apr 17, 2023
Yunruo Zhang, Tianyu Du, Shouling Ji, Peng Tang, Shanqing Guo

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* 13 pages, 7 figures, 6 tables 
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Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection


Mar 30, 2023
Chuer Yu, Xuhong Zhang, Yuxuan Duan, Senbo Yan, Zonghui Wang, Yang Xiang, Shouling Ji, Wenzhi Chen

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Watch Out for the Confusing Faces: Detecting Face Swapping with the Probability Distribution of Face Identification Models


Mar 23, 2023
Yuxuan Duan, Xuhong Zhang, Chuer Yu, Zonghui Wang, Shouling Ji, Wenzhi Chen

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Edge Deep Learning Model Protection via Neuron Authorization


Mar 23, 2023
Jinyin Chen, Haibin Zheng, Tao Liu, Rongchang Li, Yao Cheng, Xuhong Zhang, Shouling Ji

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FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases


Feb 28, 2023
Chong Fu, Xuhong Zhang, Shouling Ji, Ting Wang, Peng Lin, Yanghe Feng, Jianwei Yin

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* Accepted by USENIX Security 2023 
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TextDefense: Adversarial Text Detection based on Word Importance Entropy


Feb 12, 2023
Lujia Shen, Xuhong Zhang, Shouling Ji, Yuwen Pu, Chunpeng Ge, Xing Yang, Yanghe Feng

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All You Need Is Hashing: Defending Against Data Reconstruction Attack in Vertical Federated Learning


Dec 01, 2022
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Yuwen Pu, Ting Wang

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