Shouling Ji

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 274

Top Venues

CoRR

USENIX Security Symposium

CCS

IEEE Trans. Dependable Secur. Comput.

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

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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) (2022)
Chenyang Lyu, Shouling Ji, Xuhong Zhang, Hong Liang, Binbin Zhao, Kangjie Lu, Raheem Beyah
EMS: History-Driven Mutation for Coverage-based Fuzzing. NDSS (2022)
Qinchen Gu, David Formby, Shouling Ji, Brendan Saltaformaggio, Anu G. Bourgeois, Raheem Beyah
This Hacker Knows Physics: Device Physics Aware Mimicry Attacks in Cyber-Physical Systems. IEEE Trans. Dependable Secur. Comput. 19 (5) (2022)
Qinying Wang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Yuhong Kan, Zhaowei Lin, Changting Lin, Shuiguang Deng, Alex X. Liu, Raheem Beyah
MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols. CoRR (2022)
Liming Fang, Minghui Li, Zhe Liu, Changting Lin, Shouling Ji, Anni Zhou, Willy Susilo, Chunpeng Ge
A Secure and Authenticated Mobile Payment Protocol Against Off-Site Attack Strategy. IEEE Trans. Dependable Secur. Comput. 19 (5) (2022)
Chenyang Lyu, Hong Liang, Shouling Ji, Xuhong Zhang, Binbin Zhao, Meng Han, Yun Li, Zhe Wang, Wenhai Wang, Raheem Beyah
SLIME: program-sensitive energy allocation for fuzzing. ISSTA (2022)
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Changjiang Li, Yuwen Pu, Xing Yang, Ting Wang
Hijack Vertical Federated Learning Models with Adversarial Embedding. CoRR (2022)
Dayong Ye, Huiqiang Chen, Shuai Zhou, Tianqing Zhu, Wanlei Zhou, Shouling Ji
Model Inversion Attack against Transfer Learning: Inverting a Model without Accessing It. CoRR (2022)
Sihao Hu, Yi Cao, Yu Gong, Zhao Li, Yazheng Yang, Qingwen Liu, Wengwu Ou, Shouling Ji
GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction. CoRR (2022)
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) (2022)
Yuhao Mao, Chong Fu, Saizhuo Wang, Shouling Ji, Xuhong Zhang, Zhenguang Liu, Jun Zhou, Alex X. Liu, Raheem Beyah, Ting Wang
Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings. IEEE Symposium on Security and Privacy (2022)
Zhangjie Fu, Yueyan Zhi, Shouling Ji, Xingming Sun
Remote Attacks on Drones Vision Sensors: An Empirical Study. IEEE Trans. Dependable Secur. Comput. 19 (5) (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. USENIX Security Symposium (2022)
Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah
A large-scale empirical analysis of the vulnerabilities introduced by third-party components in IoT firmware. ISSTA (2022)
Haibin Zheng, Jinyin Chen, Hang Du, Weipeng Zhu, Shouling Ji, Xuhong Zhang
GRIP-GAN: An Attack-Free Defense Through General Robust Inverse Perturbation. IEEE Trans. Dependable Secur. Comput. 19 (6) (2022)
Changjiang Li, Shouling Ji, Haiqin Weng, Bo Li, Jie Shi, Raheem Beyah, Shanqing Guo, Zonghui Wang, Ting Wang
Towards Certifying the Asymmetric Robustness for Neural Networks: Quantification and Applications. IEEE Trans. Dependable Secur. Comput. 19 (6) (2022)
Qingyang Zhou, Qiushi Wu, Dinghao Liu, Shouling Ji, Kangjie Lu
Non-Distinguishable Inconsistencies as a Deterministic Oracle for Detecting Security Bugs. CCS (2022)
Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang
Demystifying Self-supervised Trojan Attacks. CoRR (2022)
Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. ICSE (2022)
Yi Cao, Sihao Hu, Yu Gong, Zhao Li, Yazheng Yang, Qingwen Liu, Shouling Ji
GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction. CIKM (2022)
Chenghui Shi, Xiaogang Xu, Shouling Ji, Kai Bu, Jianhai Chen, Raheem Beyah, Ting Wang
Adversarial CAPTCHAs. IEEE Trans. Cybern. 52 (7) (2022)
Zhaohan Xi, Ren Pang, Changjiang Li, Tianyu Du, Shouling Ji, Fenglong Ma, Ting Wang
Reasoning over Multi-view Knowledge Graphs. CoRR (2022)
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) (2022)
Rongkuan Ma, Qiang Wei, Jingyi Wang, Shunkai Zhu, Shouling Ji, Peng Cheng, Yan Jia, Qingxian Wang
Towards Comprehensively Understanding the Run-time Security of Programmable Logic Controllers: A 3-year Empirical Study. CoRR (2022)
Ren Pang, Zhaohan Xi, Shouling Ji, Xiapu Luo, Ting Wang
On the Security Risks of AutoML. USENIX Security Symposium (2022)
Yuhao Mao, Chong Fu, Saizhuo Wang, Shouling Ji, Xuhong Zhang, Zhenguang Liu, Jun Zhou, Alex X. Liu, Raheem Beyah, Ting Wang
Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings. CoRR (2022)
Xiangshan Gao, Xingjun Ma, Jingyi Wang, Youcheng Sun, Bo Li, Shouling Ji, Peng Cheng, Jiming Chen
VeriFi: Towards Verifiable Federated Unlearning. CoRR (2022)
Hanlu Wu, Tengfei Ma, Lingfei Wu, Fangli Xu, Shouling Ji
Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing. ACM Trans. Knowl. Discov. Data 16 (2) (2022)
Ren Pang, Changjiang Li, Zhaohan Xi, Shouling Ji, Ting Wang
The Dark Side of AutoML: Towards Architectural Backdoor Search. CoRR (2022)
Binbin Zhao, Shouling Ji, Wei-Han Lee, Changting Lin, Haiqin Weng, Jingzheng Wu, Pan Zhou, Liming Fang, Raheem Beyah
A Large-Scale Empirical Study on the Vulnerability of Deployed IoT Devices. IEEE Trans. Dependable Secur. Comput. 19 (3) (2022)
Zhenguang Liu, Kedi Lyu, Shuang Wu, Haipeng Chen, Yanbin Hao, Shouling Ji
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction. AAAI (2021)
Haiqin Weng, Shouling Ji, Changchang Liu, Ting Wang, Qinming He, Jianhai Chen
Fast-RCM: Fast Tree-Based Unsupervised Rare-Class Mining. IEEE Trans. Cybern. 51 (10) (2021)
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. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shouling Ji