Shouling Ji

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 299

Top Venues

CoRR

USENIX Security Symposium

IEEE Trans. Dependable Secur. Comput.

CCS

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Yifan Xia, Zichen Xie, Peiyu Liu, Kangjie Lu, Yan Liu, Wenhai Wang, Shouling Ji
Exploring Automatic Cryptographic API Misuse Detection in the Era of LLMs. CoRR (2024)
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Chong Fu, Xing Yang, Ting Wang
HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang
Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting. CoRR (2024)
Pengyu Qiu, Yuwen Pu, Yongchao Liu, Wenyan Liu, Yun Yue, Xiaowei Zhu, Lichun Li, Jinbao Li, Shouling Ji
Integer Is Enough: When Vertical Federated Learning Meets Rounding. AAAI (2024)
Oubo Ma, Yuwen Pu, Linkang Du, Yang Dai, Ruo Wang, Xiaolei Liu, Yingcai Wu, Shouling Ji
SUB-PLAY: Adversarial Policies against Partially Observed Multi-Agent Reinforcement Learning Systems. CoRR (2024)
Yiming Wu, Gaoyun Lin, Lisong Liu, Zhen Hong, Yangyang Wang, Xing Yang, Zoe Lin Jiang, Shouling Ji, Zhenyu Wen
MASiNet: Network Intrusion Detection for IoT Security Based on Meta-Learning Framework. IEEE Internet Things J. 11 (14) (2024)
Zuohui Chen, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang
GGT: Graph-guided testing for adversarial sample detection of deep neural network. Comput. Secur. 140 (2024)
Yuwen Pu, Jiahao Chen, Chunyi Zhou, Zhou Feng, Qingming Li, Chunqiang Hu, Shouling Ji
How to Train a Backdoor-Robust Model on a Poisoned Dataset without Auxiliary Data? CoRR (2024)
Jiahao Chen, Zhiqiang Shen, Yuwen Pu, Chunyi Zhou, Changjiang Li, Ting Wang, Shouling Ji
Rethinking the Vulnerabilities of Face Recognition Systems:From a Practical Perspective. CoRR (2024)
Hao Peng, Zhe Wang, Chao Wei, Dandan Zhao, Guangquan Xu, Jianming Han, Shixin Guo, Ming Zhong, Shouling Ji
TextJuggler: Fooling text classification tasks by generating high-quality adversarial examples. Knowl. Based Syst. 300 (2024)
Changjiang Li, Ren Pang, Bochuan Cao, Zhaohan Xi, Jinghui Chen, Shouling Ji, Ting Wang
On the Difficulty of Defending Contrastive Learning against Backdoor Attacks. USENIX Security Symposium (2024)
Zhenqing Qu, Xiang Ling, Ting Wang, Xiang Chen, Shouling Ji, Chunming Wu
AdvSQLi: Generating Adversarial SQL Injections Against Real-World WAF-as-a-Service. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Zhe Ma, Xuhong Zhang, Qingming Li, Tianyu Du, Wenzhi Chen, Zonghui Wang, Shouling Ji
Could It Be Generated? Towards Practical Analysis of Memorization in Text-To-Image Diffusion Models. CoRR (2024)
Tong Ye, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang
Iterative or Innovative? A Problem-Oriented Perspective for Code Optimization. CoRR (2024)
Yuwei Li, Yuan Chen, Shouling Ji, Xuhong Zhang, Guanglu Yan, Alex X. Liu, Chunming Wu, Zulie Pan, Peng Lin
G-Fuzz: A Directed Fuzzing Framework for gVisor. IEEE Trans. Dependable Secur. Comput. 21 (1) (2024)
Xiang Ling, Zhiyu Wu, Bin Wang, Wei Deng, Jingzheng Wu, Shouling Ji, Tianyue Luo, Yanjun Wu
A Wolf in Sheep's Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the Wild. CoRR (2024)
Zhenyuan Li, Yangyang Wei, Xiangmin Shen, Lingzhi Wang, Yan Chen, Haitao Xu, Shouling Ji, Fan Zhang
TAGS: Real-time Intrusion Detection with Tag-Propagation-based Provenance Graph Alignment on Streaming Events. CoRR (2024)
Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection. AAAI (2024)
Yang Dai, Oubo Ma, Longfei Zhang, Xingxing Liang, Shengchao Hu, Mengzhu Wang, Shouling Ji, Jincai Huang, Li Shen
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? CoRR (2024)
Yuanchao Chen, Yuwei Li, Zulie Pan, Yuliang Lu, Juxing Chen, Shouling Ji
URadar: Discovering Unrestricted File Upload Vulnerabilities via Adaptive Dynamic Testing. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah
One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT Firmware. IEEE Trans. Dependable Secur. Comput. 21 (3) (2024)
Ping He, Xuhong Zhang, Changting Lin, Ting Wang, Shouling Ji
Towards understanding bogus traffic service in online social networks. Frontiers Inf. Technol. Electron. Eng. 25 (3) (2024)
Hui Sun, Tianqing Zhu, Jie Li, Shouling Ji, Wanlei Zhou
Attribute-Based Membership Inference Attacks and Defenses on GANs. IEEE Trans. Dependable Secur. Comput. 21 (4) (2024)
Yong Yang, Xuhong Zhang, Yi Jiang, Xi Chen, Haoyu Wang, Shouling Ji, Zonghui Wang
PRSA: Prompt Reverse Stealing Attacks against Large Language Models. CoRR (2024)
Dinghao Liu, Zhipeng Lu, Shouling Ji, Kangjie Lu, Jianhai Chen, Zhenguang Liu, Dexin Liu, Renyi Cai, Qinming He
Detecting Kernel Memory Bugs through Inconsistent Memory Management Intention Inferences. USENIX Security Symposium (2024)
Mengyao Du, Miao Zhang, Yuwen Pu, Kai Xu, Shouling Ji, Quanjun Yin
The Risk of Federated Learning to Skew Fine-Tuning Features and Underperform Out-of-Distribution Robustness. CoRR (2024)
Yaguan Qian, Kecheng Chen, Bin Wang, Zhaoquan Gu, Shouling Ji, Wei Wang, Yanchun Zhang
Enhancing Transferability of Adversarial Examples Through Mixed-Frequency Inputs. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Peiyu Liu, Junming Liu, Lirong Fu, Kangjie Lu, Yifan Xia, Xuhong Zhang, Wenzhi Chen, Haiqin Weng, Shouling Ji, Wenhai Wang
Exploring ChatGPT's Capabilities on Vulnerability Management. USENIX Security Symposium (2024)
Hao Peng, Jieshuai Yang, Dandan Zhao, Xiaogang Xu, Yuwen Pu, Jianmin Han, Xing Yang, Ming Zhong, Shouling Ji
MalGNE: Enhancing the Performance and Efficiency of CFG-Based Malware Detector by Graph Node Embedding in Low Dimension Space. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Qingming Li, Juzheng Miao, Puning Zhao, Li Zhou, Shouling Ji, Bowen Zhou, Furui Liu
Emulating Full Client Participation: A Long-Term Client Selection Strategy for Federated Learning. CoRR (2024)
Xiang Ling, Zhiyu Wu, Bin Wang, Wei Deng, Jingzheng Wu, Shouling Ji, Tianyue Luo, Yanjun Wu
A Wolf in Sheep's Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the Wild. USENIX Security Symposium (2024)
Zhenqing Qu, Xiang Ling, Ting Wang, Xiang Chen, Shouling Ji, Chunming Wu
AdvSQLi: Generating Adversarial SQL Injections against Real-world WAF-as-a-service. CoRR (2024)
Yuwen Pu, Zhuoyuan Ding, Jiahao Chen, Chunyi Zhou, Qingming Li, Chunqiang Hu, Shouling Ji
A Stealthy Backdoor Attack for Without-Label-Sharing Split Learning. CoRR (2024)
Yi Xiang, Xuhong Zhang, Peiyu Liu, Shouling Ji, Xiao Xiao, Hong Liang, Jiacheng Xu, Wenhai Wang
Critical Code Guided Directed Greybox Fuzzing for Commits. USENIX Security Symposium (2024)
Dinghao Liu, Shouling Ji, Kangjie Lu, Qinming He
Improving Indirect-Call Analysis in LLVM with Type and Data-Flow Co-Analysis. USENIX Security Symposium (2024)
Yunruo Zhang, Lujia Shen, Shanqing Guo, Shouling Ji
GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers. AAAI (2024)
Zhe Ma, Jianfeng Dong, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Zonghui Wang, Sifeng He, Feng Qian, Xiaobo Zhang, Lei Yang
Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval. AAAI (2024)
Li Wang, Xiangtao Meng, Dan Li, Xuhong Zhang, Shouling Ji, Shanqing Guo
DEEPFAKER: A Unified Evaluation Platform for Facial Deepfake and Detection Models. ACM Trans. Priv. Secur. 27 (1) (2024)
Changjiang Li, Ren Pang, Bochuan Cao, Jinghui Chen, Fenglong Ma, Shouling Ji, Ting Wang
Watch the Watcher! Backdoor Attacks on Security-Enhancing Diffusion Models. CoRR (2024)
Jie Su, Zhen Hong, Lei Ye, Tao Liu, Sizhuang Liang, Shouling Ji, Gagangeet Singh Aujla, Reheem Beyah, Zhenyu Wen
Trustworthy IAP: An Intelligent Applications Profiler to Investigate Vulnerabilities of Consumer Electronic Devices. IEEE Trans. Consumer Electron. 70 (1) (2024)
Yaguan Qian, Chenyu Zhao, Zhaoquan Gu, Bin Wang, Shouling Ji, Wei Wang, Boyang Zhou, Pan Zhou
F$^2$AT: Feature-Focusing Adversarial Training via Disentanglement of Natural and Perturbed Patterns. CoRR (2023)
Shuiguang Deng, Yishan Chen, Gong Chen, Shouling Ji, Jianwei Yin, Albert Y. Zomaya
Incentive-Driven Proactive Application Deployment and Pricing on Distributed Edges. IEEE Trans. Mob. Comput. 22 (2) (2023)
Yifan Xia, Ping He, Xuhong Zhang, Peiyu Liu, Shouling Ji, Wenhai Wang
Static Semantics Reconstruction for Enhancing JavaScript-WebAssembly Multilingual Malware Detection. ESORICS (2) (2023)
Jinyin Chen, Haibin Zheng, Tao Liu, Rongchang Li, Yao Cheng, Xuhong Zhang, Shouling Ji
Edge Deep Learning Model Protection via Neuron Authorization. CoRR (2023)
Xiang Ling, Lingfei Wu, Jiangyu Zhang, Zhenqing Qu, Wei Deng, Xiang Chen, Yaguan Qian, Chunming Wu, Shouling Ji, Tianyue Luo, Jingzheng Wu, Yanjun Wu
Adversarial attacks against Windows PE malware detection: A survey of the state-of-the-art. Comput. Secur. 128 (2023)
Yi Jiang, Chenghui Shi, Oubo Ma, Youliang Tian, Shouling Ji
Text Laundering: Mitigating Malicious Features Through Knowledge Distillation of Large Foundation Models. Inscrypt (2) (2023)
Ping He, Yifan Xia, Xuhong Zhang, Shouling Ji
Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting. CCS (2023)
Peiyu Liu, Junming Liu, Lirong Fu, Kangjie Lu, Yifan Xia, Xuhong Zhang, Wenzhi Chen, Haiqin Weng, Shouling Ji, Wenhai Wang
How ChatGPT is Solving Vulnerability Management Problem. CoRR (2023)
Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Jinghui Chen, Fenglong Ma, Ting Wang
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks. NeurIPS (2023)
Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Jinghui Chen, Fenglong Ma, Ting Wang
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks. CoRR (2023)
Binbin Zhao, Shouling Ji, Xuhong Zhang, Yuan Tian, Qinying Wang, Yuwen Pu, Chenyang Lyu, Raheem Beyah
UVSCAN: Detecting Third-Party Component Usage Violations in IoT Firmware. USENIX Security Symposium (2023)
Zeyu Li, Chenghui Shi, Yuwen Pu, Xuhong Zhang, Yu Li, Jinbao Li, Shouling Ji
MEAOD: Model Extraction Attack against Object Detectors. CoRR (2023)
Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code. CoRR (2023)
Qinying Wang, Boyu Chang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Gaoning Pan, Chenyang Lyu, Mathias Payer, Wenhai Wang, Raheem Beyah
SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices. CoRR (2023)
Chenyang Lyu, Jiacheng Xu, Shouling Ji, Xuhong Zhang, Qinying Wang, Binbin Zhao, Gaoning Pan, Wei Cao, Peng Cheng, Raheem Beyah
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing. USENIX Security Symposium (2023)
Binbin Zhao, Shouling Ji, Xuhong Zhang, Yuan Tian, Qinying Wang, Yuwen Pu, Chenyang Lyu, Raheem Beyah
UVSCAN: Detecting Third-Party Component Usage Violations in IoT Firmware. CoRR (2023)
Yuwen Pu, Jiahao Chen, Jiayu Pan, Hao Li, Diqun Yan, Xuhong Zhang, Shouling Ji
Facial Data Minimization: Shallow Model as Your Privacy Filter. CoRR (2023)
Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang
An Embarrassingly Simple Backdoor Attack on Self-supervised Learning. ICCV (2023)
Ping He, Yifan Xia, Xuhong Zhang, Shouling Ji
Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting. CoRR (2023)
Yifan Xia, Ping He, Xuhong Zhang, Peiyu Liu, Shouling Ji, Wenhai Wang
Static Semantics Reconstruction for Enhancing JavaScript-WebAssembly Multilingual Malware Detection. CoRR (2023)
Zhenguang Liu, Shuang Wu, Shuyuan Jin, Shouling Ji, Qi Liu, Shijian Lu, Li Cheng
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Zhe Ma, Jianfeng Dong, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Zonghui Wang, Sifeng He, Feng Qian, Xiaobo Zhang, Lei Yang
Let All be Whitened: Multi-teacher Distillation for Efficient Visual Retrieval. CoRR (2023)
Xiang Ling, Lingfei Wu, Saizhuo Wang, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji
Multilevel Graph Matching Networks for Deep Graph Similarity Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (2) (2023)
Linkang Du, Min Chen, Mingyang Sun, Shouling Ji, Peng Cheng, Jiming Chen, Zhikun Zhang
ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning. CoRR (2023)
Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Wenhai Wang, Shouling Ji
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization. CoRR (2023)
Peiyu Liu, Shouling Ji, Lirong Fu, Kangjie Lu, Xuhong Zhang, Jingchang Qin, Wenhai Wang, Wenzhi Chen
How IoT Re-using Threatens Your Sensitive Data: Exploring the User-Data Disposal in Used IoT Devices. SP (2023)
Lujia Shen, Yuwen Pu, Shouling Ji, Changjiang Li, Xuhong Zhang, Chunpeng Ge, Ting Wang
Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention. CoRR (2023)
Hao Peng, Zhe Wang, Dandan Zhao, Yiming Wu, Jianming Han, Shixin Guo, Shouling Ji, Ming Zhong
Efficient text-based evolution algorithm to hard-label adversarial attacks on text. J. King Saud Univ. Comput. Inf. Sci. 35 (5) (2023)
Yuxing Zhang, Xiaogang Zhu, Daojing He, Minhui Xue, Shouling Ji, Mohammad Sayad Haghighi, Sheng Wen, Zhiniang Peng
Detecting Union Type Confusion in Component Object Model. USENIX Security Symposium (2023)
Yuchen Sun, Tianpeng Liu, Panhe Hu, Qing Liao, Shouling Ji, Nenghai Yu, Deke Guo, Li Liu
Deep Intellectual Property: A Survey. CoRR (2023)
Ren Pang, Changjiang Li, Zhaohan Xi, Shouling Ji, Ting Wang
The Dark Side of AutoML: Towards Architectural Backdoor Search. ICLR (2023)
Yiming Wu, Zhiyuan Xie, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Changting Lin, Shuiguang Deng, Jun Zhou, Ting Wang, Raheem Beyah
Fraud-Agents Detection in Online Microfinance: A Large-Scale Empirical Study. IEEE Trans. Dependable Secur. Comput. 20 (2) (2023)
Changjiang Li, Ren Pang, Bochuan Cao, Zhaohan Xi, Jinghui Chen, Shouling Ji, Ting Wang
On the Difficulty of Defending Contrastive Learning against Backdoor Attacks. CoRR (2023)
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Tianyu Du, Yuwen Pu, Jun Zhou, Ting Wang
Your Labels are Selling You Out: Relation Leaks in Vertical Federated Learning. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji
AdaCCD: Adaptive Semantic Contrasts Discovery based Cross Lingual Adaptation for Code Clone Detection. CoRR (2023)
Hao Peng, Shixin Guo, Dandan Zhao, Yiming Wu, Jianming Han, Zhe Wang, Shouling Ji, Ming Zhong
Query-efficient model extraction for text classification model in a hard label setting. J. King Saud Univ. Comput. Inf. Sci. 35 (4) (2023)
Chong Fu, Xuhong Zhang, Shouling Ji, Ting Wang, Peng Lin, Yanghe Feng, Jianwei Yin
FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases. CoRR (2023)
Chuer Yu, Xuhong Zhang, Yuxuan Duan, Senbo Yan, Zonghui Wang, Yang Xiang, Shouling Ji, Wenzhi Chen
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection. CoRR (2023)
Chong Fu, Xuhong Zhang, Shouling Ji, Ting Wang, Peng Lin, Yanghe Feng, Jianwei Yin
FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases. USENIX Security Symposium (2023)
Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Xiapu Luo, Xusheng Xiao, Fenglong Ma, Ting Wang
On the Security Risks of Knowledge Graph Reasoning. CoRR (2023)
Lujia Shen, Xuhong Zhang, Shouling Ji, Yuwen Pu, Chunpeng Ge, Xing Yang, Yanghe Feng
TextDefense: Adversarial Text Detection based on Word Importance Entropy. CoRR (2023)
Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Xiapu Luo, Xusheng Xiao, Fenglong Ma, Ting Wang
On the Security Risks of Knowledge Graph Reasoning. USENIX Security Symposium (2023)
Yunruo Zhang, Tianyu Du, Shouling Ji, Peng Tang, Shanqing Guo
RNN-Guard: Certified Robustness Against Multi-frame Attacks for Recurrent Neural Networks. CoRR (2023)
Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code. EMNLP (2023)
Zhixiao Fu, Xinyuan Chen, Daizong Liu, Xiaoye Qu, Jianfeng Dong, Xuhong Zhang, Shouling Ji
Multi-level feature disentanglement network for cross-dataset face forgery detection. Image Vis. Comput. 135 (2023)
Yuxuan Duan, Xuhong Zhang, Chuer Yu, Zonghui Wang, Shouling Ji, Wenzhi Chen
Watch Out for the Confusing Faces: Detecting Face Swapping with the Probability Distribution of Face Identification Models. CoRR (2023)
Chenyang Lyu, Jiacheng Xu, Shouling Ji, Xuhong Zhang, Qinying Wang, Binbin Zhao, Gaoning Pan, Wei Cao, Raheem Beyah
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing. CoRR (2023)
Mingqi Lv, Dajian Zeng, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji
Private Cell-ID Trajectory Prediction Using Multi-Graph Embedding and Encoder-Decoder Network. IEEE Trans. Mob. Comput. 21 (8) (2022)
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Yuwen Pu, Ting Wang
All You Need Is Hashing: Defending Against Data Reconstruction Attack in Vertical Federated Learning. CoRR (2022)
Jialuo Chen, Jingyi Wang, Tinglan Peng, Youcheng Sun, Peng Cheng, Shouling Ji, Xingjun Ma, Bo Li, Dawn Song
Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models. IEEE Symposium on Security and Privacy (2022)
Yangkai Du, Tengfei Ma, Lingfei Wu, Yiming Wu, Xuhong Zhang, Bo Long, Shouling Ji
Improving Long Tailed Document-Level Relation Extraction via Easy Relation Augmentation and Contrastive Learning. CoRR (2022)
Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang
"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution. CCS (2022)
Chong Fu, Xuhong Zhang, Shouling Ji, Jinyin Chen, Jingzheng Wu, Shanqing Guo, Jun Zhou, Alex X. Liu, Ting Wang
Label Inference Attacks Against Vertical Federated Learning. USENIX Security Symposium (2022)
Xiang Ling, Lingfei Wu, Wei Deng, Zhenqing Qu, Jiangyu Zhang, Sheng Zhang, Tengfei Ma, Bin Wang, Chunming Wu, Shouling Ji
MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection. INFOCOM (2022)
Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah
One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT Firmware. CoRR (2022)
Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang
"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution. CoRR (2022)
Rui Wang, Zhihua Wei, Haoran Duan, Shouling Ji, Yang Long, Zhen Hong
EfficientTDNN: Efficient Architecture Search for Speaker Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Juan Du, Dajian Zeng, Zhao Li, Jingxuan Liu, Mingqi Lv, Ling Chen, Dan Zhang, Shouling Ji
An interpretable outcome prediction model based on electronic health records and hierarchical attention. Int. J. Intell. Syst. 37 (6) (2022)
Changjiang Li, Li Wang, Shouling Ji, Xuhong Zhang, Zhaohan Xi, Shanqing Guo, Ting Wang
Seeing is Living? Rethinking the Security of Facial Liveness Verification in the Deepfake Era. CoRR (2022)
Ren Pang, Zheng Zhang, Xiangshan Gao, Zhaohan Xi, Shouling Ji, Peng Cheng, Xiapu Luo, Ting Wang
TrojanZoo: Towards Unified, Holistic, and Practical Evaluation of Neural Backdoors. EuroS&P (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shouling Ji