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Shengshan Hu

  1. AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning
    2023/08/14 by Ziqi Zhou, Shengshan Hu, Zhou, Ziqi +9 · 18 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications
  2. Detecting Backdoors During the Inference Stage Based on Corruption Robustness Consistency
    2023/03/27 by Xiaogeng Liu, Minghui Li, Liu, Xiaogeng +13 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer
    2022/03/07 by Shengshan Hu, Hu, Shengshan, Xiaogeng Liu +11 · 6 citations
    Computer Science · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning
  4. VeriML: Enabling Integrity Assurances and Fair Payments for Machine Learning as a Service
    2019/09/16 by Lingchen Zhao, Zhao, Lingchen, Qian Wang +13 · 3 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Adversarial Robustness in Machine Learning
  5. Robot Collapse: Supply Chain Backdoor Attacks Against VLM-based Robotic Manipulation
    2024/11/18 by Xianlong Wang, Hewen Pan, Wang, Xianlong +17 · 8 citations
    Computer Science · #Physical Unclonable Functions (PUFs) and Hardware Security #Security and Verification in Computing #Adversarial Robustness in Machine Learning
  6. Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks
    2024/01/30 by Lu‐Lu Xue, Xue, Lulu, Shengshan Hu +11 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques
  7. Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferability
    2023/07/15 by Yechao Zhang, Shengshan Hu, Zhang, Yechao +13 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Evaluating Membership Inference Through Adversarial Robustness
    2022/05/14 by Zhaoxi Zhang, Leo Yu Zhang, Zhang, Zhaoxi +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  9. Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature
    2024/12/22 by Yichen Wang, Yuxuan Chou, Wang, Yichen +11 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  10. Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need
    2024/10/04 by Xianlong Wang, Minghui Li, Wang, Xianlong +13 · 3 citations
    Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization
  11. BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label
    2022/07/01 by Shengshan Hu, Hu, Shengshan, Ziqi Zhou +11 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  12. Test-Time Backdoor Detection for Object Detection Models
    2025/03/19 by Hangtao Zhang, Zhang, Hangtao, Yichen Wang +17 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  13. ADVEDM:Fine-grained Adversarial Attack against VLM-based Embodied Agents
    2025/09/20 by Yichen Wang, Hangtao Zhang, Wang, Yichen +17 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  14. Benchmarking and Analyzing Robust Point Cloud Recognition: Bag of Tricks for Defending Adversarial Examples
    2023/07/31 by Qiufan Ji, Lin Wang, Ji, Qiufan +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Towards Privacy-Preserving Neural Architecture Search
    2022/04/22 by Fuyi Wang, Wang, Fuyi, Leo Yu Zhang +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  16. Shielding Federated Learning: Mitigating Byzantine Attacks with Less Constraints
    2022/10/04 by Minghui Li, Li, Minghui, Wei Wan +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  17. Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning
    2023/04/21 by Hangtao Zhang, Zeming Yao, Zhang, Hangtao +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  18. Spa-VLM: Stealthy Poisoning Attacks on RAG-based VLM
    2025/05/28 by Lei Yu, Yu, Lei, Yechao Zhang +14 · 3 citations
    Engineering · Physics and Astronomy · #Optical Network Technologies #Advanced Fiber Optic Sensors #Advanced Fiber Laser Technologies
  19. Exploring Gradient-Guided Masked Language Model to Detect Textual Adversarial Attacks
    2025/04/08 by X. M. Zhang, Zhaoxi Zhang, Zhang, Xiaomei +10 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
  20. Masked Language Model Based Textual Adversarial Example Detection
    2023/04/18 by Xiaomei Zhang, Zhaoxi Zhang, Zhang, Xiaomei +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  21. SegTrans: Transferable Adversarial Examples for Segmentation Models
    2025/10/10 by Yufei Song, Song, Yufei, Ziqi Zhou +15 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  22. Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization
    2025/03/17 by Yechao Zhang, Yingzhe Xu, Zhang, Yechao +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Advanced Neural Network Applications