| 2026 | AAAI | DoBlock: Blocking Malicious Association Propagation for Backdoor-Robust Federated Learning Under Domain Skew. | Zhou Tan, De Li, Yirui Huang, Duanshu Fang, Jia-Li Yin, Xiaolei Liu, Songze Li, Shouling Ji |
| 2026 | AAAI | Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content? | Naen Xu, Jinghuai Zhang, Changjiang Li, Hengyu An, Chunyi Zhou, Jun Wang, Boyu Xu, Yuyuan Li, Tianyu Du, Shouling Ji |
| 2026 | ACL | PerMemSafe: Benchmarking Implicit Personalized Safety of Long Horizon Self-Evolving Agents. | Hengyu An, Minxi Li, Naen Xu, Chunyi Zhou, Xiaogang Xu, Tianyu Du, Jinbao Li, Shouling Ji |
| 2026 | ACL | ACIArena: Toward Unified Evaluation for Agent Cascading Injection. | Hengyu An, Minxi Li, Jinghuai Zhang, Naen Xu, Chunyi Zhou, Changjiang Li, Xiaogang Xu, Tianyu Du, Shouling Ji |
| 2026 | ACL | "I See What You Did There": Can Large Vision-Language Models Understand Multimodal Puns? | Naen Xu, Jiayi Sheng, Changjiang Li, Chunyi Zhou, Yuyuan Li, Tianyu Du, Jun Wang, Zhihui Fu, Jinbao Li, Shouling Ji |
| 2026 | ACL | Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors. | Rui Yin, Tianxu Han, Naen Xu, Changjiang Li, Ping He, Chunyi Zhou, Jun Wang, Zhihui Fu, Tianyu Du, Jinbao Li, Shouling Ji |
| 2026 | ACL | StealthGraph: Exposing Domain-Specific Risks in LLMs through Knowledge-Graph-Guided Harmful Prompt Generation. | Huawei Zheng, Xinqi Jiang, Sen Yang, Shouling Ji, Yingcai Wu, Dazhen Deng |
| 2026 | KDD | The Eminence in Shadow: Exploiting Feature Boundary Ambiguity for Robust Backdoor Attacks. | Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Tianyu Du, Jinbao Li, Jianhai Chen, Shouling Ji |
| 2026 | KDD | APT-CGLP: Advanced Persistent Threat Hunting via Contrastive Graph-Language Pre-Training. | Xuebo Qiu, Mingqi Lv, Yimei Zhang, Tieming Chen, Tiantian Zhu, Qijie Song, Shouling Ji |
| 2026 | NDSS | Breaking Isolation: A New Perspective on Hypervisor Exploitation via Cross-Domain Attacks. | Gaoning Pan, Yiming Tao, Qinying Wang, Chunming Wu, Mingde Hu, Yizhi Ren, Shouling Ji |
| 2026 | WWW | FraudShield: Knowledge Graph Empowered Defense for LLMs against Fraud Attacks. | Naen Xu, Jinghuai Zhang, Ping He, Chunyi Zhou, Jun Wang, Zhihui Fu, Tianyu Du, Zhaoxiang Wang, Shouling Ji |
| 2026 | SP | APIECHO: Training-Less Anomaly Detection via Intra-API Behavioral Comparison for Web Applications. | Yihao Peng, Yiming Wu, Du Wu, Shouling Ji, Hai Wan, Xibin Zhao |
| 2025 | AAAI | Enhancing Adversarial Transferability with Adversarial Weight Tuning. | Jiahao Chen, Zhou Feng, Rui Zeng, Yuwen Pu, Chunyi Zhou, Yi Jiang, Yuyou Gan, Jinbao Li, Shouling Ji |
| 2025 | AAAI | CAMH: Advancing Model Hijacking Attack in Machine Learning. | Xing He, Jiahao Chen, Yuwen Pu, Qingming Li, Chunyi Zhou, Yingcai Wu, Jinbao Li, Shouling Ji |
| 2025 | AAAI | Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting. | Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang |
| 2025 | ACL | TWIST: Text-encoder Weight-editing for Inserting Secret Trojans in Text-to-Image Models. | Xindi Li, Zhe Liu, Tong Zhang, Jiahao Chen, Qingming Li, Jinbao Li, Shouling Ji |
| 2025 | COLING | DROWN: Towards Tighter LiRPA-based Robustness Certification. | Yunruo Zhang, Tianyu Du, Shouling Ji, Shanqing Guo |
| 2025 | EMNLP | IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents. | Hengyu An, Jinghuai Zhang, Tianyu Du, Chunyi Zhou, Qingming Li, Tao Lin, Shouling Ji |
| 2025 | EMNLP | Watermark under Fire: A Robustness Evaluation of LLM Watermarking. | Jiacheng Liang, Zian Wang, Spencer Hong, Shouling Ji, Ting Wang |
| 2025 | EMNLP | VideoEraser: Concept Erasure in Text-to-Video Diffusion Models. | Naen Xu, Jinghuai Zhang, Changjiang Li, Zhi Chen, Chunyi Zhou, Qingming Li, Tianyu Du, Shouling Ji |
| 2025 | EMNLP | Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment. | Tong Zhang, Kuofeng Gao, Jiawang Bai, Leo Yu Zhang, Xin Yin, Zonghui Wang, Shouling Ji, Wenzhi Chen |
| 2025 | ICCV | An Inversion-Based Measure of Memorization for Diffusion Models. | Zhe Ma, Qingming Li, Xuhong Zhang, Tianyu Du, Ruixiao Lin, Zonghui Wang, Shouling Ji, Wenzhi Chen |
| 2025 | ICDE | Privacy-Preserving Triangle Counting in Directed Graphs. | Ziyao Wei, Qing Liu, Zhikun Zhang, Shouling Ji, Yunjun Gao |
| 2025 | ICML | The Case for Learned Provenance-based System Behavior Baseline. | Yao Zhu, Zhenyuan Li, Yangyang Wei, Shouling Ji |
| 2025 | IJCAI | Dyn-D^2P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee. | Zehan Zhu, Yan Huang, Xin Wang, Shouling Ji, Jinming Xu |
| 2025 | ISSRE | SyzOrch: An Orchestration Framework for Resource-Aware and Composable Kernel Fuzzing. | Lukai Xu, Baosheng Wang, Bo Yu, Boyu Chang, Binbin Zhao, Shouling Ji, Danjun Liu, Lei Zhou, Qiang Yang, Yaojia Yang |
| 2025 | ISSTA | MQueez: Specification-Driven Fuzzing for MQTT Broker (Registered Report). | Xinpeng Liu, Qinying Wang, Peiyu Liu, Wenhai Wang, Shouling Ji |
| 2025 | KDD | FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning. | Zhenyu Wen, Wanglei Feng, Di Wu, Haozhen Hu, Chang Xu, Bin Qian, Zhen Hong, Cong Wang, Shouling Ji |
| 2025 | NDSS | CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models. | Rui Zeng, Xi Chen, Yuwen Pu, Xuhong Zhang, Tianyu Du, Shouling Ji |
| 2025 | WWW | ArtistAuditor: Auditing Artist Style Pirate in Text-to-Image Generation Models. | Linkang Du, Zheng Zhu, Min Chen, Zhou Su, Shouling Ji, Peng Cheng, Jiming Chen, Zhikun Zhang |
| 2025 | SP | Firmrca: Towards Post-Fuzzing Analysis on ARM Embedded Firmware with Efficient Event-Based Fault Localization. | Boyu Chang, Binbin Zhao, Qiao Zhang, Peiyu Liu, Yuan Tian, Raheem Beyah, Shouling Ji |
| 2025 | SP | Unveiling Security Vulnerabilities in Git Large File Storage Protocol. | Yuan Chen, Qinying Wang, Yong Yang, Yuanchao Chen, Yuwei Li, Shouling Ji |
| 2024 | AAAI | AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection. | Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji |
| 2024 | AAAI | Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval. | Zhe Ma, Jianfeng Dong, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Zonghui Wang, Sifeng He, Feng Qian, Xiaobo Zhang, Lei Yang |
| 2024 | AAAI | Integer Is Enough: When Vertical Federated Learning Meets Rounding. | Pengyu Qiu, Yuwen Pu, Yongchao Liu, Wenyan Liu, Yun Yue, Xiaowei Zhu, Lichun Li, Jinbao Li, Shouling Ji |
| 2024 | AAAI | GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers. | Yunruo Zhang, Lujia Shen, Shanqing Guo, Shouling Ji |
| 2024 | CCS | TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning. | Mingqi Lv, Hongzhe Gao, Xuebo Qiu, Tieming Chen, Tiantian Zhu, Jinyin Chen, Shouling Ji |
| 2024 | CCS | Untitled record | Oubo Ma, Yuwen Pu, Linkang Du, Yang Dai, Ruo Wang, Xiaolei Liu, Yingcai Wu, Shouling Ji |
| 2024 | IJCAI | Pluggable Watermarking of Deepfake Models for Deepfake Detection. | Han Bao, Xuhong Zhang, Qinying Wang, Kangming Liang, Zonghui Wang, Shouling Ji, Wenzhi Chen |
| 2024 | IJCAI | Protecting Object Detection Models from Model Extraction Attack via Feature Space Coverage. | Zeyu Li, Yuwen Pu, Xuhong Zhang, Yu Li, Jinbao Li, Shouling Ji |
| 2024 | ISSTA | Tacoma: Enhanced Browser Fuzzing with Fine-Grained Semantic Alignment. | Jiashui Wang, Peng Qian, Xilin Huang, Xinlei Ying, Yan Chen, Shouling Ji, Jianhai Chen, Jundong Xie, Long Liu |
| 2024 | NAACL | Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization. | Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang |
| 2024 | NDSS | ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning. | Linkang Du, Min Chen, Mingyang Sun, Shouling Ji, Peng Cheng, Jiming Chen, Zhikun Zhang |
| 2024 | NDSS | Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention. | Lujia Shen, Yuwen Pu, Shouling Ji, Changjiang Li, Xuhong Zhang, Chunpeng Ge, Ting Wang |
| 2024 | NDSS | MOCK: Optimizing Kernel Fuzzing Mutation with Context-aware Dependency. | Jiacheng Xu, Xuhong Zhang, Shouling Ji, Yuan Tian, Binbin Zhao, Qinying Wang, Peng Cheng, Jiming Chen |
| 2024 | SP | SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices. | Qinying Wang, Boyu Chang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Gaoning Pan, Chenyang Lyu, Mathias Payer, Wenhai Wang, Raheem Beyah |
| 2023 | CCS | Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting. | Ping He, Yifan Xia, Xuhong Zhang, Shouling Ji |
| 2023 | EMNLP | CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code. | Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang |
| 2023 | ESORICS | Static Semantics Reconstruction for Enhancing JavaScript-WebAssembly Multilingual Malware Detection. | Yifan Xia, Ping He, Xuhong Zhang, Peiyu Liu, Shouling Ji, Wenhai Wang |
| 2023 | ICCV | An Embarrassingly Simple Backdoor Attack on Self-supervised Learning. | Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang |
| 2023 | ICLR | The Dark Side of AutoML: Towards Architectural Backdoor Search. | Ren Pang, Changjiang Li, Zhaohan Xi, Shouling Ji, Ting Wang |
| 2023 | SP | How IoT Re-using Threatens Your Sensitive Data: Exploring the User-Data Disposal in Used IoT Devices. | Peiyu Liu, Shouling Ji, Lirong Fu, Kangjie Lu, Xuhong Zhang, Jingchang Qin, Wenhai Wang, Wenzhi Chen |
| 2022 | CCS | "Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution. | Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang |
| 2022 | CCS | Non-Distinguishable Inconsistencies as a Deterministic Oracle for Detecting Security Bugs. | Qingyang Zhou, Qiushi Wu, Dinghao Liu, Shouling Ji, Kangjie Lu |
| 2022 | CIKM | GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction. | Yi Cao, Sihao Hu, Yu Gong, Zhao Li, Yazheng Yang, Qingwen Liu, Shouling Ji |
| 2022 | INFOCOM | MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection. | Xiang Ling, Lingfei Wu, Wei Deng, Zhenqing Qu, Jiangyu Zhang, Sheng Zhang, Tengfei Ma, Bin Wang, Chunming Wu, Shouling Ji |
| 2022 | ICSE | NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. | Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen |
| 2022 | ISSTA | SLIME: program-sensitive energy allocation for fuzzing. | Chenyang Lyu, Hong Liang, Shouling Ji, Xuhong Zhang, Binbin Zhao, Meng Han, Yun Li, Zhe Wang, Wenhai Wang, Raheem Beyah |
| 2022 | ISSTA | A large-scale empirical analysis of the vulnerabilities introduced by third-party components in IoT firmware. | Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah |
| 2022 | NDSS | EMS: History-Driven Mutation for Coverage-based Fuzzing. | Chenyang Lyu, Shouling Ji, Xuhong Zhang, Hong Liang, Binbin Zhao, Kangjie Lu, Raheem Beyah |
| 2022 | SP | Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models. | Jialuo Chen, Jingyi Wang, Tinglan Peng, Youcheng Sun, Peng Cheng, Shouling Ji, Xingjun Ma, Bo Li, Dawn Song |
| 2022 | SP | Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings. | Yuhao Mao, Chong Fu, Saizhuo Wang, Shouling Ji, Xuhong Zhang, Zhenguang Liu, Jun Zhou, Alex X. Liu, Raheem Beyah, Ting Wang |
| 2021 | AAAI | Aggregated Multi-GANs for Controlled 3D Human Motion Prediction. | Zhenguang Liu, Kedi Lyu, Shuang Wu, Haipeng Chen, Yanbin Hao, Shouling Ji |
| 2021 | AAAI | i-Algebra: Towards Interactive Interpretability of Deep Neural Networks. | Xinyang Zhang, Ren Pang, Shouling Ji, Fenglong Ma, Ting Wang |
| 2021 | APSEC | Learn To Align: A Code Alignment Network For Code Clone Detection. | Aiping Zhang, Kui Liu, Liming Fang, Qianjun Liu, Xinyu Yun, Shouling Ji |
| 2021 | CCS | AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy. | Linkang Du, Zhikun Zhang, Shaojie Bai, Changchang Liu, Shouling Ji, Peng Cheng, Jiming Chen |
| 2021 | CCS | Cert-RNN: Towards Certifying the Robustness of Recurrent Neural Networks. | Tianyu Du, Shouling Ji, Lujia Shen, Yao Zhang, Jinfeng Li, Jie Shi, Chengfang Fang, Jianwei Yin, Raheem Beyah, Ting Wang |
| 2021 | CCS | CPscan: Detecting Bugs Caused by Code Pruning in IoT Kernels. | Lirong Fu, Shouling Ji, Kangjie Lu, Peiyu Liu, Xuhong Zhang, Yuxuan Duan, Zihui Zhang, Wenzhi Chen, Yanjun Wu |
| 2021 | CCS | Detecting Missed Security Operations Through Differential Checking of Object-based Similar Paths. | Dinghao Liu, Qiushi Wu, Shouling Ji, Kangjie Lu, Zhenguang Liu, Jianhai Chen, Qinming He |
| 2021 | CCS | V-Shuttle: Scalable and Semantics-Aware Hypervisor Virtual Device Fuzzing. | Gaoning Pan, Xingwei Lin, Xuhong Zhang, Yongkang Jia, Shouling Ji, Chunming Wu, Xinlei Ying, Jiashui Wang, Yanjun Wu |
| 2021 | CCS | Backdoor Pre-trained Models Can Transfer to All. | Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang |
| 2021 | CVPR | Deep Dual Consecutive Network for Human Pose Estimation. | Zhenguang Liu, Haoming Chen, Runyang Feng, Shuang Wu, Shouling Ji, Bailin Yang, Xun Wang |
| 2021 | EMNLP | Constructing contrastive samples via summarization for text classification with limited annotations. | Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Bo Long, Shouling Ji |
| 2021 | ICASSP | Multi-Order Adversarial Representation Learning for Composed Query Image Retrieval. | Zhixiao Fu, Xinyuan Chen, Jianfeng Dong, Shouling Ji |
| 2021 | ICASSP | Enhancing Model Robustness by Incorporating Adversarial Knowledge into Semantic Representation. | Jinfeng Li, Tianyu Du, Xiangyu Liu, Rong Zhang, Hui Xue, Shouling Ji |
| 2021 | ICASSP | Hierarchical Similarity Learning for Language-Based Product Image Retrieval. | Zhe Ma, Fenghao Liu, Jianfeng Dong, Xiaoye Qu, Yuan He, Shouling Ji |
| 2021 | ICDE | Turbo: Fraud Detection in Deposit-free Leasing Service via Real-Time Behavior Network Mining. | Sihao Hu, Xuhong Zhang, Junfeng Zhou, Shouling Ji, Jiaqi Yuan, Zhao Li, Zhipeng Wang, Qi Chen, Qinming He, Liming Fang |
| 2021 | IJCAI | Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion. | Zhenguang Liu, Peng Qian, Xiang Wang, Lei Zhu, Qinming He, Shouling Ji |
| 2021 | INFOCOM | PROCESS: Privacy-Preserving On-Chain Certificate Status Service. | Meng Jia, Kun He, Jing Chen, Ruiying Du, Weihang Chen, Zhihong Tian, Shouling Ji |
| 2020 | AAAI | Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network. | Zhe Ma, Jianfeng Dong, Zhongzi Long, Yao Zhang, Yuan He, Hui Xue, Shouling Ji |
| 2020 | CCS | SirenAttack: Generating Adversarial Audio for End-to-End Acoustic Systems. | Tianyu Du, Shouling Ji, Jinfeng Li, Qinchen Gu, Ting Wang, Raheem Beyah |
| 2020 | CCS | A Tale of Evil Twins: Adversarial Inputs versus Poisoned Models. | Ren Pang, Hua Shen, Xinyang Zhang, Shouling Ji, Yevgeniy Vorobeychik, Xiapu Luo, Alex X. Liu, Ting Wang |
| 2020 | CCS | Text Captcha Is Dead? A Large Scale Deployment and Empirical Study. | Chenghui Shi, Shouling Ji, Qianjun Liu, Changchang Liu, Yuefeng Chen, Yuan He, Zhe Liu, Raheem Beyah, Ting Wang |
| 2020 | CCS | PPMLP 2020: Workshop on Privacy-Preserving Machine Learning In Practice. | Benyu Zhang, Matei Zaharia, Shouling Ji, Raluca Ada Popa, Guofei Gu |
| 2020 | DASFAA | Attention with Long-Term Interval-Based Gated Recurrent Units for Modeling Sequential User Behaviors. | Zhao Li, Chenyi Lei, Pengcheng Zou, Donghui Ding, Shichang Hu, Zehong Hu, Shouling Ji, Jianliang Gao |
| 2020 | EMNLP | Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning. | Hanlu Wu, Tengfei Ma, Lingfei Wu, Tariro Manyumwa, Shouling Ji |
| 2020 | ESORICS | Understanding the Security Risks of Docker Hub. | Peiyu Liu, Shouling Ji, Lirong Fu, Kangjie Lu, Xuhong Zhang, Wei-Han Lee, Tao Lu, Wenzhi Chen, Raheem Beyah |
| 2020 | ICDE | De-Health: All Your Online Health Information Are Belong to Us. | Shouling Ji, Qinchen Gu, Haiqin Weng, Qianjun Liu, Pan Zhou, Jing Chen, Zhao Li, Raheem Beyah, Ting Wang |
| 2020 | KDD | AdvMind: Inferring Adversary Intent of Black-Box Attacks. | Ren Pang, Xinyang Zhang, Shouling Ji, Xiapu Luo, Ting Wang |
| 2020 | WWW | Fighting Against Deepfake: Patch&Pair Convolutional Neural Networks (PPCNN). | Xurong Li, Kun Yu, Shouling Ji, Yan Wang, Chunming Wu, Hui Xue |
| 2020 | SP | Privacy Risks of General-Purpose Language Models. | Xudong Pan, Mi Zhang, Shouling Ji, Min Yang |
| 2019 | CVPR | Dual Encoding for Zero-Example Video Retrieval. | Jianfeng Dong, Xirong Li, Chaoxi Xu, Shouling Ji, Yuan He, Gang Yang, Xun Wang |
| 2019 | ICDE | CATS: Cross-Platform E-Commerce Fraud Detection. | Haiqin Weng, Shouling Ji, Fuzheng Duan, Zhao Li, Jianhai Chen, Qinming He, Ting Wang |
| 2019 | IJCAI | VulSniper: Focus Your Attention to Shoot Fine-Grained Vulnerabilities. | Xu Duan, Jingzheng Wu, Shouling Ji, Zhiqing Rui, Tianyue Luo, Mutian Yang, Yanjun Wu |
| 2019 | INFOCOM | A Truthful FPTAS Mechanism for Emergency Demand Response in Colocation Data Centers. | Jianhai Chen, Deshi Ye, Shouling Ji, Qinming He, Yang Xiang, Zhenguang Liu |
| 2019 | KDD | Efficient Global String Kernel with Random Features: Beyond Counting Substructures. | Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal |
| 2019 | NDSS | TextBugger: Generating Adversarial Text Against Real-world Applications. | Jinfeng Li, Shouling Ji, Tianyu Du, Bo Li, Ting Wang |
| 2019 | WWW | TiSSA: A Time Slice Self-Attention Approach for Modeling Sequential User Behaviors. | Chenyi Lei, Shouling Ji, Zhao Li |
| 2019 | SP | DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model. | Xiang Ling, Shouling Ji, Jiaxu Zou, Jiannan Wang, Chunming Wu, Bo Li, Ting Wang |
| 2018 | CCS | Model-Reuse Attacks on Deep Learning Systems. | Yujie Ji, Xinyang Zhang, Shouling Ji, Xiapu Luo, Ting Wang |
| 2018 | CCS | Integration of Static and Dynamic Code Stylometry Analysis for Programmer De-anonymization. | Ningfei Wang, Shouling Ji, Ting Wang |
| 2018 | CCS | Towards Evaluating the Security of Real-World Deployed Image CAPTCHAs. | Binbin Zhao, Haiqin Weng, Shouling Ji, Jianhai Chen, Ting Wang, Qinming He, Reheem Beyah |
| 2018 | ICDE | Online E-Commerce Fraud: A Large-Scale Detection and Analysis. | Haiqin Weng, Zhao Li, Shouling Ji, Chen Chu, Haifeng Lu, Tianyu Du, Qinming He |
| 2018 | INFOCOM | CertChain: Public and Efficient Certificate Audit Based on Blockchain for TLS Connections. | Jing Chen, Shixiong Yao, Quan Yuan, Kun He, Shouling Ji, Ruiying Du |
| 2018 | INFOCOM | Quantifying Graph Anonymity, Utility, and De-anonymity. | Shouling Ji, Tianyu Du, Zhen Hong, Ting Wang, Raheem A. Beyah |
| 2017 | COCOON | Influence Spread in Social Networks with both Positive and Negative Influences. | Jing (Selena) He, Ying Xie, Tianyu Du, Shouling Ji, Zhao Li |
| 2017 | ICDCS | Private, Yet Practical, Multiparty Deep Learning. | Xinyang Zhang, Shouling Ji, Hui Wang, Ting Wang |
| 2017 | ICISSP | Quantification of De-anonymization Risks in Social Networks. | Wei-Han Lee, Changchang Liu, Shouling Ji, Prateek Mittal, Ruby B. Lee |
| 2017 | ICISSP | How to Quantify Graph De-anonymization Risks. | Wei-Han Lee, Changchang Liu, Shouling Ji, Prateek Mittal, Ruby B. Lee |
| 2017 | ICPADS | PBUF: Sharing Buffer to Mitigate Flooding Attacks. | Chang-Ting Lin, Chunming Wu, Yifei Tian, Zhenyu Wen, Shouling Ji |
| 2017 | INFOCOM | Password correlation: Quantification, evaluation and application. | Shouling Ji, Shukun Yang, Anupam Das, Xin Hu, Raheem A. Beyah |
| 2017 | ICSE | Exception beyond Exception: Crashing Android System by Trapping in "Uncaught Exception". | JingZheng Wu, Shen Liu, Shouling Ji, Mutian Yang, Tianyue Luo, Yanjun Wu, Yongji Wang |
| 2017 | SecureComm | H _2 DoS: An Application-Layer DoS Attack Towards HTTP/2 Protocol. | Xiang Ling, Chunming Wu, Shouling Ji, Meng Han |
| 2017 | SecureComm | HSTS Measurement and an Enhanced Stripping Attack Against HTTPS. | Xurong Li, Chunming Wu, Shouling Ji, Qinchen Gu, Raheem A. Beyah |
| 2016 | CCS | SmartWalk: Enhancing Social Network Security via Adaptive Random Walks. | Yushan Liu, Shouling Ji, Prateek Mittal |
| 2016 | ICDCS | BotMeter: Charting DGA-Botnet Landscapes in Large Networks. | Ting Wang, Xin Hu, Jiyong Jang, Shouling Ji, Marc Ph. Stoecklin, Teryl Taylor |
| 2016 | ICPADS | Towards a Framework to Facilitate the Mobile Advertising Ecosystem. | Gong Chen, Shouling Ji, John A. Copeland |
| 2016 | INFOCOM | On the relative de-anonymizability of graph data: Quantification and evaluation. | Shouling Ji, Weiqing Li, Shukun Yang, Prateek Mittal, Raheem A. Beyah |
| 2015 | ACSAC | PARS: A Uniform and Open-source Password Analysis and Research System. | Shouling Ji, Shukun Yang, Ting Wang, Changchang Liu, Wei-Han Lee, Raheem A. Beyah |
| 2015 | NDSS | On Your Social Network De-anonymizablity: Quantification and Large Scale Evaluation with Seed Knowledge. | Shouling Ji, Weiqing Li, Neil Zhenqiang Gong, Prateek Mittal, Raheem A. Beyah |
| 2015 | SECON | Primary social behavior aware routing and scheduling for Cognitive Radio Networks. | Shouling Ji, Zhipeng Cai, Jing (Selena) He, Raheem A. Beyah |
| 2015 | SECON | Whitespace measurement and virtual backbone construction for Cognitive Radio Networks: From the social perspective. | Shouling Ji, Zhipeng Cai, Meng Han, Raheem A. Beyah |
| 2014 | CCS | Structural Data De-anonymization: Quantification, Practice, and Implications. | Shouling Ji, Weiqing Li, Mudhakar Srivatsa, Raheem A. Beyah |
| 2014 | MOBIHOC | Minimum-sized influential node set selection for social networks under the independent cascade model. | Jing (Selena) He, Shouling Ji, Raheem A. Beyah, Zhipeng Cai |
| 2014 | SECON | Data aggregation scheduling in wireless networks with Cognitive Radio capability. | Mingyuan Yan, Shouling Ji, Meng Han, Yingshu Li, Zhipeng Cai |
| 2013 | COCOON | Generating Uncertain Networks Based on Historical Network Snapshots. | Meng Han, Mingyuan Yan, Jinbao Li, Shouling Ji, Yingshu Li |
| 2013 | GLOBECOM | A Multi-Objective Genetic Algorithm for constructing load-balanced virtual backbones in probabilistic Wireless Sensor Networks. | Jing He, Shouling Ji, Raheem A. Beyah, Yingshu Li |
| 2013 | GLOBECOM | Time efficient data aggregation scheduling in Cognitive Radio Networks. | Mingyuan Yan, Shouling Ji, Zhipeng Cai |
| 2013 | IPCCC | Minimum-sized Positive Influential Node Set selection for social networks: Considering both positive and negative influences. | Jing He, Shouling Ji, Xiaojing Liao, Hisham M. Haddad, Raheem A. Beyah |
| 2013 | MASS | Semi-Structure Routing and Performance Analysis for Cognitive Radio Networks. | Shouling Ji, Mingyuan Yan, Raheem A. Beyah, Zhipeng Cai |
| 2013 | SECON | Minimum-Latency Broadcast Scheduling for Cognitive Radio Networks. | Shouling Ji, Raheem A. Beyah, Zhipeng Cai |
| 2012 | COCOA | Load-Balanced Virtual Backbone Construction for Wireless Sensor Networks. | Jing He, Shouling Ji, Yi Pan, Zhipeng Cai |
| 2012 | ICDCS | Optimal Distributed Data Collection for Asynchronous Cognitive Radio Networks. | Zhipeng Cai, Shouling Ji, Jing He, Anu G. Bourgeois |
| 2012 | INFOCOM | Snapshot/Continuous Data Collection capacity for large-scale probabilistic Wireless Sensor Networks. | Shouling Ji, Raheem A. Beyah, Zhipeng Cai |
| 2012 | INFOCOM | Distributed data collection and its capacity in asynchronous wireless sensor networks. | Shouling Ji, Zhipeng Cai |
| 2011 | INFOCOM | Capacity of dual-radio multi-channel wireless sensor networks for continuous data collection. | Shouling Ji, Yingshu Li, Xiaohua Jia |
| 2011 | IPCCC | Generalized broadcast scheduling in duty-cycle multi-hop wireless networks. | Yueming Duan, Shouling Ji, Zhipeng Cai |
| 2011 | IPCCC | Minimum latency scheduling for Multi-Regional Query in Wireless Sensor Networks. | Mingyuan Yan, Jing He, Shouling Ji, Yingshu Li |
| 2011 | MASS | Continuous Data Collection Capacity of Wireless Sensor Networks under Physical Interference Model. | Shouling Ji, Raheem A. Beyah, Yingshu Li |
| 2010 | GLOBECOM | RCS: A Random Channel Selection with Probabilistic Backoff for Multi-Channel MAC Protocols in WSNs. | Jinbao Li, Desheng Zhang, Shouling Ji, Longjiang Guo |
| 2010 | ICPADS | M-cube: A Duty Cycle Based Multi-channel MAC Protocol with Multiple Channel Reservation for WSNs. | Jinbao Li, Desheng Zhang, Longjiang Guo, Shouling Ji, Yingshu Li |
| 2010 | IPCCC | ARM: An asynchronous receiver-initiated multichannel MAC protocol with duty cycling for WSNs. | Jinbao Li, Desheng Zhang, Longjiang Guo, Shouling Ji, Yingshu Li |