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ORCIDShouling Ji
Person information
- affiliation: Zhejiang University, College of Computer Science and Technology, China
- affiliation (PhD 2016): Georgia Institute of Technology, Atlanta, GA, USA
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2020 – today
- 2024
[j100]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: 103710 (2024)- [j99]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): 25136-25146 (2024) - [j98]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): 415-431 (2024) - [j97]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: 112188 (2024) - [j96]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): 4605-4616 (2024) - [j95]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): 168-185 (2024) - [j94]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): 1372-1389 (2024) - [j93]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): 2376-2393 (2024) - [j92]Jinyin Chen, Haibin Zheng, Tao Liu, Jiawei Liu, Yao Cheng, Xuhong Zhang, Shouling Ji:
EdgePro: Edge Deep Learning Model Protection via Neuron Authorization. IEEE Trans. Dependable Secur. Comput. 21(5): 4967-4981 (2024) - [j91]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. IEEE Trans. Dependable Secur. Comput. 21(5): 5029-5045 (2024) - [j90]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: 1251-1266 (2024) - [j89]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: 2623-2638 (2024) - [j88]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: 3435-3450 (2024) - [j87]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: 4881-4896 (2024) - [j86]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: 7633-7645 (2024) - [j85]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): 10:1-10:34 (2024) - [c153]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: 4126-4135 - [c152]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: 14704-14712 - [c151]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: 17942-17950 - [c150]Yunruo Zhang, Lujia Shen, Shanqing Guo, Shouling Ji:
GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers. AAAI 2024: 21797-21805 - [c149]Jiashui Wang, Peng Qian, Xilin Huang, Xinlei Ying, Yan Chen, Shouling Ji, Jianhai Chen, Jundong Xie, Long Liu:
Tacoma: Enhanced Browser Fuzzing with Fine-Grained Semantic Alignment. ISSTA 2024: 1174-1185 - [c148]Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang:
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization. NAACL-HLT (Findings) 2024: 2959-2971 - [c147]Linkang Du, Min Chen, Mingyang Sun, Shouling Ji, Peng Cheng, Jiming Chen, Zhikun Zhang:
ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning. NDSS 2024 - [c146]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. NDSS 2024 - [c145]Jiacheng Xu, Xuhong Zhang, Shouling Ji, Yuan Tian, Binbin Zhao, Qinying Wang, Peng Cheng, Jiming Chen:
MOCK: Optimizing Kernel Fuzzing Mutation with Context-aware Dependency. NDSS 2024 - [c144]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. SP 2024: 2310-2387 - [c143]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 - [c142]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 - [c141]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 - [c140]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 - [c139]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 - [c138]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 - [i106]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 abs/2401.02615 (2024) - [i105]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 abs/2401.14027 (2024) - [i104]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 abs/2402.03741 (2024) - [i103]Yong Yang, Xuhong Zhang, Yi Jiang, Xi Chen, Haoyu Wang, Shouling Ji, Zonghui Wang:
PRSA: Prompt Reverse Stealing Attacks against Large Language Models. CoRR abs/2402.19200 (2024) - [i102]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 abs/2403.12541 (2024) - [i101]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 abs/2405.05846 (2024) - [i100]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 abs/2405.12094 (2024) - [i99]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 abs/2405.12719 (2024) - [i98]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 abs/2405.12751 (2024) - [i97]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 abs/2405.12786 (2024) - [i96]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 abs/2405.13584 (2024) - [i95]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 abs/2405.16133 (2024) - [i94]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 abs/2406.09669 (2024) - [i93]Tong Ye, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang:
Iterative or Innovative? A Problem-Oriented Perspective for Code Optimization. CoRR abs/2406.11935 (2024) - [i92]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 abs/2407.02886 (2024) - [i91]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 abs/2407.16576 (2024) - [i90]Jiahao Chen, Zhou Feng, Rui Zeng, Yuwen Pu, Chunyi Zhou, Yi Jiang, Yuyou Gan, Jinbao Li, Shouling Ji:
Enhancing Adversarial Transferability with Adversarial Weight Tuning. CoRR abs/2408.09469 (2024) - [i89]Xing He, Jiahao Chen, Yuwen Pu, Qingming Li, Chunyi Zhou, Yingcai Wu, Jinbao Li, Shouling Ji:
CAMH: Advancing Model Hijacking Attack in Machine Learning. CoRR abs/2408.13741 (2024) - [i88]Rui Zeng, Xi Chen, Yuwen Pu, Xuhong Zhang, Tianyu Du, Shouling Ji:
CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models. CoRR abs/2409.01193 (2024) - 2023
- [j84]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: 103134 (2023) - [j83]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: 104686 (2023) - [j82]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): 10-20 (2023) - [j81]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): 101539 (2023) - [j80]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): 681-697 (2023) - [j79]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): 1169-1185 (2023) - [j78]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): 3653-3668 (2023) - [j77]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): 951-967 (2023) - [j76]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): 799-813 (2023) - [c137]Ping He, Yifan Xia, Xuhong Zhang, Shouling Ji:
Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting. CCS 2023: 90-104 - [c136]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: 3-23 - [c135]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: 14740-14752 - [c134]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: 255-276 - [c133]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: 4344-4355 - [c132]Ren Pang, Changjiang Li, Zhaohan Xi, Shouling Ji, Ting Wang:
The Dark Side of AutoML: Towards Architectural Backdoor Search. ICLR 2023 - [c131]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 - [c130]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: 3365-3381 - [c129]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: 3259-3276 - [c128]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: 3421-3438 - [c127]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: 4265-4281 - [c126]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: 4517-4534 - [c125]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: 6399-6416 - [d1]Jie Su, Zhen Hong, Lei Ye, Tao Liu, Sizhuang Liang, Shouling Ji, Gagangeet Singh Aujla, Reheem Beyah, Zhenyu Wen:
AC Power Consumption Dataset. IEEE DataPort, 2023
- [i87]Lujia Shen, Xuhong Zhang, Shouling Ji, Yuwen Pu, Chunpeng Ge, Xing Yang, Yanghe Feng:
TextDefense: Adversarial Text Detection based on Word Importance Entropy. CoRR abs/2302.05892 (2023) - [i86]Chong Fu, Xuhong Zhang, Shouling Ji, Ting Wang, Peng Lin, Yanghe Feng, Jianwei Yin:
FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases. CoRR abs/2302.14500 (2023) - [i85]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 abs/2303.02545 (2023) - [i84]Jinyin Chen, Haibin Zheng, Tao Liu, Rongchang Li, Yao Cheng, Xuhong Zhang, Shouling Ji:
Edge Deep Learning Model Protection via Neuron Authorization. CoRR abs/2303.12397 (2023) - [i83]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 abs/2303.13131 (2023) - [i82]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 abs/2303.18174 (2023) - [i81]Yunruo Zhang, Tianyu Du, Shouling Ji, Peng Tang, Shanqing Guo:
RNN-Guard: Certified Robustness Against Multi-frame Attacks for Recurrent Neural Networks. CoRR abs/2304.07980 (2023) - [i80]Yuchen Sun, Tianpeng Liu, Panhe Hu, Qing Liao, Shouling Ji, Nenghai Yu, Deke Guo, Li Liu:
Deep Intellectual Property: A Survey. CoRR abs/2304.14613 (2023) - [i79]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 abs/2305.02383 (2023) - [i78]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 abs/2305.11074 (2023) - [i77]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 abs/2306.11206 (2023) - [i76]Ping He, Yifan Xia, Xuhong Zhang, Shouling Ji:
Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting. CoRR abs/2309.01866 (2023) - [i75]Linkang Du, Min Chen, Mingyang Sun, Shouling Ji, Peng Cheng, Jiming Chen, Zhikun Zhang:
ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning. CoRR abs/2309.03081 (2023) - [i74]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 abs/2309.13256 (2023) - [i73]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 abs/2309.14742 (2023) - [i72]Yaguan Qian, Chenyu Zhao, Zhaoquan Gu, Bin Wang, Shouling Ji, Wei Wang, Boyang Zhou, Pan Zhou:
F2AT: Feature-Focusing Adversarial Training via Disentanglement of Natural and Perturbed Patterns. CoRR abs/2310.14561 (2023) - [i71]Yuwen Pu, Jiahao Chen, Jiayu Pan, Hao Li, Diqun Yan, Xuhong Zhang, Shouling Ji:
Facial Data Minimization: Shallow Model as Your Privacy Filter. CoRR abs/2310.15590 (2023) - [i70]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 abs/2310.16853 (2023) - [i69]Yifan Xia, Ping He, Xuhong Zhang, Peiyu Liu, Shouling Ji, Wenhai Wang:
Static Semantics Reconstruction for Enhancing JavaScript-WebAssembly Multilingual Malware Detection. CoRR abs/2310.17304 (2023) - [i68]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 abs/2311.06530 (2023) - [i67]Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji:
AdaCCD: Adaptive Semantic Contrasts Discovery based Cross Lingual Adaptation for Code Clone Detection. CoRR abs/2311.07277 (2023) - [i66]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 abs/2311.17400 (2023) - [i65]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 abs/2312.09057 (2023) - [i64]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 abs/2312.09716 (2023) - [i63]Zeyu Li, Chenghui Shi, Yuwen Pu, Xuhong Zhang, Yu Li, Jinbao Li, Shouling Ji:
MEAOD: Model Extraction Attack against Object Detectors. CoRR abs/2312.14677 (2023) - 2022
- [j75]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): 3460-3479 (2022) - [j74]Lirong Fu, Shouling Ji, Changchang Liu, Peiyu Liu, Fuzheng Duan, Zonghui Wang, Whenzhi Chen, Ting Wang:
Focus : Function clone identification on cross-platform. Int. J. Intell. Syst. 37(8): 5082-5112 (2022) - [j73]Tianyu Du, Shouling Ji, Bo Wang, Sirui He, Jinfeng Li, Bo Li, Tao Wei, Yunhan Jia, Raheem Beyah, Ting Wang:
DetectS ec: Evaluating the robustness of object detection models to adversarial attacks. Int. J. Intell. Syst. 37(9): 6463-6492 (2022) - [j72]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: 2267-2279 (2022) - [j71]Yuwei Li, Shouling Ji, Chenyang Lyu, Yuan Chen, Jianhai Chen, Qinchen Gu, Chunming Wu, Raheem Beyah:
V-Fuzz: Vulnerability Prediction-Assisted Evolutionary Fuzzing for Binary Programs. IEEE Trans. Cybern. 52(5): 3745-3756 (2022) - [j70]