PPaperPicks

Shouling Ji

Zhejiang University, College of Computer Science and Technology, China

61 papers at tracked venues · 49 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4268-372X ↗Google Scholar ↗Homepage ↗

Venues

USENIX Security ×10AAAI ×9ACL ×6NDSS ×5EMNLP ×4S&P ×4IJCAI ×3ISSTA ×3SIGKDD ×3ACM MM ×2CCS ×2WWW ×2ASE ×1FSE ×1ICCV ×1ICDE ×1ICML ×1ISSRE ×1NAACL ×1NeurIPS ×1

Frequent coauthors

Xuhong Zhang
×13
Chunyi Zhou
×12
Tianyu Du
×12
Changjiang Li
×9
Jinbao Li
×9
Yuwen Pu
×9
Peiyu Liu
×8
Wenhai Wang
×8
Naen Xu
×7
Qingming Li
×7
Qinying Wang
×6
Binbin Zhao
×6

Papers

  1. "I See What You Did There": Can Large Vision-Language Models Understand Multimodal Puns?
    ACL 2026 ·
    Naen Xu
    ,
    Jiayi Sheng
    ,
    Changjiang Li
    ,
    Chunyi Zhou
    ,
    Yuyuan Li
    ,
    Tianyu Du
    ,
    Jun Wang
    ,
    Zhihui Fu
    ,
    Jinbao Li
    , Shouling Ji
  2. ACIArena: Toward Unified Evaluation for Agent Cascading Injection
    ACL 2026 ·
    Hengyu An
    ,
    Minxi Li
    ,
    Jinghuai Zhang
    ,
    Naen Xu
    ,
    Chunyi Zhou
    ,
    Changjiang Li
    ,
    Xiaogang Xu
    ,
    Tianyu Du
    , Shouling Ji
  3. APIECHO: Training-Less Anomaly Detection via Intra-API Behavioral Comparison for Web Applications
    S&P 2026 ·
    Yihao Peng
    ,
    Yiming Wu
    ,
    Du Wu
    , Shouling Ji,
    Hai Wan
    ,
    Xibin Zhao
  4. APT-CGLP: Advanced Persistent Threat Hunting via Contrastive Graph-Language Pre-Training
    SIGKDD 2026 ·
    Xuebo Qiu
    ,
    Mingqi Lv
    ,
    Yimei Zhang
    ,
    Tieming Chen
    ,
    Tiantian Zhu
    ,
    Qijie Song
    , Shouling Ji
  5. Break to Adapt: Knowledge-Based Updates of Breaking Dependencies in JavaScript
    FSE 2026 ·
    Yifan Xia
    ,
    Chengwei Liu
    ,
    Zifan Xie
    ,
    Lyuye Zhang
    ,
    Peiyu Liu
    ,
    Kangjie Lu
    ,
    Yang Liu
    ,
    Wenhai Wang
    , Shouling Ji
  6. Breaking Isolation: A New Perspective on Hypervisor Exploitation via Cross-Domain Attacks
    NDSS 2026 ·
    Gaoning Pan
    ,
    Yiming Tao
    ,
    Qinying Wang
    ,
    Chunming Wu
    ,
    Mingde Hu
    ,
    Yizhi Ren
    , Shouling Ji
  7. Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content?
    AAAI 2026 ·
    Naen Xu
    ,
    Jinghuai Zhang
    ,
    Changjiang Li
    ,
    Hengyu An
    ,
    Chunyi Zhou
    ,
    Jun Wang
    ,
    Boyu Xu
    ,
    Yuyuan Li
    ,
    Tianyu Du
    , Shouling Ji
  8. Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors
    ACL 2026 ·
    Rui Yin
    ,
    Tianxu Han
    ,
    Naen Xu
    ,
    Changjiang Li
    ,
    Ping He
    ,
    Chunyi Zhou
    ,
    Jun Wang
    ,
    Zhihui Fu
    ,
    Tianyu Du
    ,
    Jinbao Li
    , Shouling Ji
  9. DoBlock: Blocking Malicious Association Propagation for Backdoor-Robust Federated Learning Under Domain Skew
    AAAI 2026 ·
    Zhou Tan
    ,
    De Li
    ,
    Yirui Huang
    ,
    Duanshu Fang
    ,
    Jia-Li Yin
    ,
    Xiaolei Liu
    ,
    Songze Li
    , Shouling Ji
  10. FraudShield: Knowledge Graph Empowered Defense for LLMs against Fraud Attacks
    WWW 2026 ·
    Naen Xu
    ,
    Jinghuai Zhang
    ,
    Ping He
    ,
    Chunyi Zhou
    ,
    Jun Wang
    ,
    Zhihui Fu
    ,
    Tianyu Du
    ,
    Zhaoxiang Wang
    , Shouling Ji
  11. PerMemSafe: Benchmarking Implicit Personalized Safety of Long Horizon Self-Evolving Agents
    ACL 2026 ·
    Hengyu An
    ,
    Minxi Li
    ,
    Naen Xu
    ,
    Chunyi Zhou
    ,
    Xiaogang Xu
    ,
    Tianyu Du
    ,
    Jinbao Li
    , Shouling Ji
  12. StealthGraph: Exposing Domain-Specific Risks in LLMs through Knowledge-Graph-Guided Harmful Prompt Generation
    ACL 2026 ·
    Huawei Zheng
    ,
    Xinqi Jiang
    ,
    Sen Yang
    , Shouling Ji,
    Yingcai Wu
    ,
    Dazhen Deng
  13. The Eminence in Shadow: Exploiting Feature Boundary Ambiguity for Robust Backdoor Attacks
    SIGKDD 2026 ·
    Zhou Feng
    ,
    Jiahao Chen
    ,
    Chunyi Zhou
    ,
    Yuwen Pu
    ,
    Tianyu Du
    ,
    Jinbao Li
    ,
    Jianhai Chen
    , Shouling Ji
  14. An Inversion-Based Measure of Memorization for Diffusion Models
    ICCV 2025 ·
    Zhe Ma
    ,
    Qingming Li
    ,
    Xuhong Zhang
    ,
    Tianyu Du
    ,
    Ruixiao Lin
    ,
    Zonghui Wang
    , Shouling Ji,
    Wenzhi Chen
  15. ArtistAuditor: Auditing Artist Style Pirate in Text-to-Image Generation Models
    WWW 2025 ·
    Linkang Du
    ,
    Zheng Zhu
    ,
    Min Chen
    ,
    Zhou Su
    , Shouling Ji,
    Peng Cheng
    ,
    Jiming Chen
    ,
    Zhikun Zhang
  16. Beyond Static Pattern Matching? Rethinking Automatic Cryptographic API Misuse Detection in the Era of LLMs
    ISSTA 2025 ·
    Yifan Xia
    ,
    Zichen Xie
    ,
    Peiyu Liu
    ,
    Kangjie Lu
    ,
    Yan Liu
    ,
    Wenhai Wang
    , Shouling Ji
  17. CAMH: Advancing Model Hijacking Attack in Machine Learning
    AAAI 2025 ·
    Xing He
    ,
    Jiahao Chen
    ,
    Yuwen Pu
    ,
    Qingming Li
    ,
    Chunyi Zhou
    ,
    Yingcai Wu
    ,
    Jinbao Li
    , Shouling Ji
  18. CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models
    NDSS 2025 ·
    Rui Zeng
    ,
    Xi Chen
    ,
    Yuwen Pu
    ,
    Xuhong Zhang
    ,
    Tianyu Du
    , Shouling Ji
  19. Dyn-D2P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee
    IJCAI 2025 ·
    Zehan Zhu
    ,
    Yan Huang
    ,
    Xin Wang
    , Shouling Ji,
    Jinming Xu
  20. Enhancing Adversarial Transferability with Adversarial Weight Tuning
    AAAI 2025 ·
    Jiahao Chen
    ,
    Zhou Feng
    ,
    Rui Zeng
    ,
    Yuwen Pu
    ,
    Chunyi Zhou
    ,
    Yi Jiang
    ,
    Yuyou Gan
    ,
    Jinbao Li
    , Shouling Ji
  21. Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes
    ACM MM 2025 ·
    Zhou Feng
    ,
    Jiahao Chen
    ,
    Chunyi Zhou
    ,
    Yuwen Pu
    ,
    Qingming Li
    ,
    Tianyu Du
    , Shouling Ji
  22. FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning
    SIGKDD 2025 ·
    Zhenyu Wen
    ,
    Wanglei Feng
    ,
    Di Wu
    ,
    Haozhen Hu
    ,
    Chang Xu
    ,
    Bin Qian
    ,
    Zhen Hong
    ,
    Cong Wang
    , Shouling Ji
  23. Firmrca: Towards Post-Fuzzing Analysis on ARM Embedded Firmware with Efficient Event-Based Fault Localization
    S&P 2025 ·
    Boyu Chang
    ,
    Binbin Zhao
    ,
    Qiao Zhang
    ,
    Peiyu Liu
    ,
    Yuan Tian
    ,
    Raheem Beyah
    , Shouling Ji
  24. Focus on Generalization: Improving Adversarial Transferability via Bi-Level Bias Mitigation
    ACM MM 2025 ·
    Yiqiang Guo
    ,
    Lei Zhong
    ,
    Bin Chen
    ,
    Jia-Li Yin
    ,
    Xiaolei Liu
    , Shouling Ji
  25. IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents
    EMNLP 2025 ·
    Hengyu An
    ,
    Jinghuai Zhang
    ,
    Tianyu Du
    ,
    Chunyi Zhou
    ,
    Qingming Li
    ,
    Tao Lin
    , Shouling Ji
  26. MQueez: Specification-Driven Fuzzing for MQTT Broker (Registered Report)
    ISSTA 2025 ·
    Xinpeng Liu
    ,
    Qinying Wang
    ,
    Peiyu Liu
    ,
    Wenhai Wang
    , Shouling Ji
  27. PRSA: Prompt Stealing Attacks against Real-World Prompt Services
    USENIX Security 2025 ·
    Yong Yang
    ,
    Changjiang Li
    ,
    Qingming Li
    ,
    Oubo Ma
    ,
    Haoyu Wang
    ,
    Zonghui Wang
    ,
    Yandong Gao
    ,
    Wenzhi Chen
    , Shouling Ji
  28. Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment
    EMNLP 2025 ·
    Tong Zhang
    ,
    Kuofeng Gao
    ,
    Jiawang Bai
    ,
    Leo Yu Zhang
    ,
    Xin Yin
    ,
    Zonghui Wang
    , Shouling Ji,
    Wenzhi Chen
  29. Pretender: Universal Active Defense against Diffusion Finetuning Attacks
    USENIX Security 2025 ·
    Zekun Sun
    ,
    Zijian Liu
    , Shouling Ji,
    Chenhao Lin
    ,
    Na Ruan
  30. Privacy-Preserving Triangle Counting in Directed Graphs
    ICDE 2025 ·
    Ziyao Wei
    ,
    Qing Liu
    ,
    Zhikun Zhang
    , Shouling Ji,
    Yunjun Gao
  31. PromFuzz: Leveraging LLM-Driven and Bug-Oriented Composite Analysis for Detecting Functional Bugs in Smart Contracts
    ASE 2025 ·
    Xingshuang Lin
    ,
    Qinge Xie
    ,
    Binbin Zhao
    ,
    Yuan Tian
    ,
    Saman A. Zonouz
    ,
    Na Ruan
    ,
    Jiliang Li
    ,
    Raheem Beyah
    , Shouling Ji
  32. SyzOrch: An Orchestration Framework for Resource-Aware and Composable Kernel Fuzzing
    ISSRE 2025 ·
    Lukai Xu
    ,
    Baosheng Wang
    ,
    Bo Yu
    ,
    Boyu Chang
    ,
    Binbin Zhao
    , Shouling Ji,
    Danjun Liu
    ,
    Lei Zhou
    ,
    Qiang Yang
    ,
    Yaojia Yang
  33. TWIST: Text-encoder Weight-editing for Inserting Secret Trojans in Text-to-Image Models
    ACL 2025 ·
    Xindi Li
    ,
    Zhe Liu
    ,
    Tong Zhang
    ,
    Jiahao Chen
    ,
    Qingming Li
    ,
    Jinbao Li
    , Shouling Ji
  34. The Case for Learned Provenance-based System Behavior Baseline
    ICML 2025 ·
    Yao Zhu
    ,
    Zhenyuan Li
    ,
    Yangyang Wei
    , Shouling Ji
  35. Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting
    AAAI 2025 ·
    Tong Ye
    ,
    Yangkai Du
    ,
    Tengfei Ma
    ,
    Lingfei Wu
    ,
    Xuhong Zhang
    , Shouling Ji,
    Wenhai Wang
  36. Unveiling Security Vulnerabilities in Git Large File Storage Protocol
    S&P 2025 ·
    Yuan Chen
    ,
    Qinying Wang
    ,
    Yong Yang
    ,
    Yuanchao Chen
    ,
    Yuwei Li
    , Shouling Ji
  37. VideoEraser: Concept Erasure in Text-to-Video Diffusion Models
    EMNLP 2025 ·
    Naen Xu
    ,
    Jinghuai Zhang
    ,
    Changjiang Li
    ,
    Zhi Chen
    ,
    Chunyi Zhou
    ,
    Qingming Li
    ,
    Tianyu Du
    , Shouling Ji
  38. Waltzz: WebAssembly Runtime Fuzzing with Stack-Invariant Transformation
    USENIX Security 2025 ·
    Lingming Zhang
    ,
    Binbin Zhao
    ,
    Jiacheng Xu
    ,
    Peiyu Liu
    ,
    Qinge Xie
    ,
    Yuan Tian
    ,
    Jianhai Chen
    , Shouling Ji
  39. Watch the Watchers! On the Security Risks of Robustness-Enhancing Diffusion Models
    USENIX Security 2025 ·
    Changjiang Li
    ,
    Ren Pang
    ,
    Bochuan Cao
    ,
    Jinghui Chen
    ,
    Fenglong Ma
    , Shouling Ji,
    Ting Wang
  40. Watermark under Fire: A Robustness Evaluation of LLM Watermarking
    EMNLP 2025 ·
    Jiacheng Liang
    ,
    Zian Wang
    ,
    Spencer Hong
    , Shouling Ji,
    Ting Wang
  41. A Wolf in Sheep's Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the Wild
    USENIX Security 2024 ·
    Xiang Ling
    ,
    Zhiyu Wu
    ,
    Bin Wang
    ,
    Wei Deng
    ,
    Jingzheng Wu
    , Shouling Ji,
    Tianyue Luo
    ,
    Yanjun Wu
  42. AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection
    AAAI 2024 ·
    Yangkai Du
    ,
    Tengfei Ma
    ,
    Lingfei Wu
    ,
    Xuhong Zhang
    , Shouling Ji
  43. Critical Code Guided Directed Greybox Fuzzing for Commits
    USENIX Security 2024 ·
    Yi Xiang
    ,
    Xuhong Zhang
    ,
    Peiyu Liu
    , Shouling Ji,
    Xiao Xiao
    ,
    Hong Liang
    ,
    Jiacheng Xu
    ,
    Wenhai Wang
  44. Detecting Kernel Memory Bugs through Inconsistent Memory Management Intention Inferences
    USENIX Security 2024 ·
    Dinghao Liu
    ,
    Zhipeng Lu
    , Shouling Ji,
    Kangjie Lu
    ,
    Jianhai Chen
    ,
    Zhenguang Liu
    ,
    Dexin Liu
    ,
    Renyi Cai
    ,
    Qinming He
  45. Exploring ChatGPT's Capabilities on Vulnerability Management
    USENIX Security 2024 ·
    Peiyu Liu
    ,
    Junming Liu
    ,
    Lirong Fu
    ,
    Kangjie Lu
    ,
    Yifan Xia
    ,
    Xuhong Zhang
    ,
    Wenzhi Chen
    ,
    Haiqin Weng
    , Shouling Ji,
    Wenhai Wang
  46. GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers
    AAAI 2024 ·
    Yunruo Zhang
    ,
    Lujia Shen
    ,
    Shanqing Guo
    , Shouling Ji
  47. Improving Indirect-Call Analysis in LLVM with Type and Data-Flow Co-Analysis
    USENIX Security 2024 ·
    Dinghao Liu
    , Shouling Ji,
    Kangjie Lu
    ,
    Qinming He
  48. Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention
    NDSS 2024 ·
    Lujia Shen
    ,
    Yuwen Pu
    , Shouling Ji,
    Changjiang Li
    ,
    Xuhong Zhang
    ,
    Chunpeng Ge
    ,
    Ting Wang
  49. Integer Is Enough: When Vertical Federated Learning Meets Rounding
    AAAI 2024 ·
    Pengyu Qiu
    ,
    Yuwen Pu
    ,
    Yongchao Liu
    ,
    Wenyan Liu
    ,
    Yun Yue
    ,
    Xiaowei Zhu
    ,
    Lichun Li
    ,
    Jinbao Li
    , Shouling Ji
  50. Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
    NeurIPS 2024 ·
    Yang Dai
    ,
    Oubo Ma
    ,
    Longfei Zhang
    ,
    Xingxing Liang
    ,
    Shengchao Hu
    ,
    Mengzhu Wang
    , Shouling Ji,
    Jincai Huang
    ,
    Li Shen
  51. Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval
    AAAI 2024 ·
    Zhe Ma
    ,
    Jianfeng Dong
    , Shouling Ji,
    Zhenguang Liu
    ,
    Xuhong Zhang
    ,
    Zonghui Wang
    ,
    Sifeng He
    ,
    Feng Qian
    ,
    Xiaobo Zhang
    ,
    Lei Yang
  52. MOCK: Optimizing Kernel Fuzzing Mutation with Context-aware Dependency
    NDSS 2024 ·
    Jiacheng Xu
    ,
    Xuhong Zhang
    , Shouling Ji,
    Yuan Tian
    ,
    Binbin Zhao
    ,
    Qinying Wang
    ,
    Peng Cheng
    ,
    Jiming Chen
  53. ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning
    NDSS 2024 ·
    Linkang Du
    ,
    Min Chen
    ,
    Mingyang Sun
    , Shouling Ji,
    Peng Cheng
    ,
    Jiming Chen
    ,
    Zhikun Zhang
  54. On the Difficulty of Defending Contrastive Learning against Backdoor Attacks
    USENIX Security 2024 ·
    Changjiang Li
    ,
    Ren Pang
    ,
    Bochuan Cao
    ,
    Zhaohan Xi
    ,
    Jinghui Chen
    , Shouling Ji,
    Ting Wang
  55. Pluggable Watermarking of Deepfake Models for Deepfake Detection
    IJCAI 2024 ·
    Han Bao
    ,
    Xuhong Zhang
    ,
    Qinying Wang
    ,
    Kangming Liang
    ,
    Zonghui Wang
    , Shouling Ji,
    Wenzhi Chen
  56. Protecting Object Detection Models from Model Extraction Attack via Feature Space Coverage
    IJCAI 2024 ·
    Zeyu Li
    ,
    Yuwen Pu
    ,
    Xuhong Zhang
    ,
    Yu Li
    ,
    Jinbao Li
    , Shouling Ji
  57. SUB-PLAY: Adversarial Policies against Partially Observed Multi-Agent Reinforcement Learning Systems
    CCS 2024 ·
    Oubo Ma
    ,
    Yuwen Pu
    ,
    Linkang Du
    ,
    Yang Dai
    ,
    Ruo Wang
    ,
    Xiaolei Liu
    ,
    Yingcai Wu
    , Shouling Ji
  58. SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices
    S&P 2024 ·
    Qinying Wang
    ,
    Boyu Chang
    , Shouling Ji,
    Yuan Tian
    ,
    Xuhong Zhang
    ,
    Binbin Zhao
    ,
    Gaoning Pan
    ,
    Chenyang Lyu
    ,
    Mathias Payer
    ,
    Wenhai Wang
    ,
    Raheem Beyah
  59. TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning
    CCS 2024 ·
    Mingqi Lv
    ,
    Hongzhe Gao
    ,
    Xuebo Qiu
    ,
    Tieming Chen
    ,
    Tiantian Zhu
    ,
    Jinyin Chen
    , Shouling Ji
  60. Tacoma: Enhanced Browser Fuzzing with Fine-Grained Semantic Alignment
    ISSTA 2024 ·
    Jiashui Wang
    ,
    Peng Qian
    ,
    Xilin Huang
    ,
    Xinlei Ying
    ,
    Yan Chen
    , Shouling Ji,
    Jianhai Chen
    ,
    Jundong Xie
    ,
    Long Liu
  61. Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization
    NAACL 2024 ·
    Tong Ye
    ,
    Lingfei Wu
    ,
    Tengfei Ma
    ,
    Xuhong Zhang
    ,
    Yangkai Du
    ,
    Peiyu Liu
    , Shouling Ji,
    Wenhai Wang