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Shengshan Hu

20 papers at tracked venues · 16 at CORE A* · active 2024–2026

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Venues

AAAI ×7NeurIPS ×5ACM MM ×2IJCAI ×2CVPR ×1ECML-PKDD ×1EMNLP ×1ICLR ×1

Frequent coauthors

Minghui Li
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Hangtao Zhang
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Ziqi Zhou
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Lulu Xue
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Yichen Wang
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Yechao Zhang
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Wei Wan
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Le Wang
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Peijin Guo
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Di Mi
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Xianlong Wang
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Papers

  1. Dual-View Inference Attack: Machine Unlearning Amplifies Privacy Exposure
    AAAI 2026 ·
    Lulu Xue
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  2. AdvEDM: Fine-grained Adversarial Attack against VLM-based Embodied Agents
    NeurIPS 2025 ·
    Yichen Wang
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  3. BadRobot: Jailbreaking Embodied LLM Agents in the Physical World
    ICLR 2025 ·
    Hangtao Zhang
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  4. Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature
    AAAI 2025 ·
    Yichen Wang
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  5. Detecting and Corrupting Convolution-based Unlearnable Examples
    AAAI 2025 ·
    Minghui Li
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  6. Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization
    AAAI 2025 ·
    Yechao Zhang
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  7. MARS: A Malignity-Aware Backdoor Defense in Federated Learning
    NeurIPS 2025 ·
    Wei Wan
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  8. Manipulating Multimodal Agents via Cross-Modal Prompt Injection
    ACM MM 2025 ·
    Le Wang
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  9. NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors
    AAAI 2025 ·
    Ziqi Zhou
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  10. Test-Time Backdoor Detection for Object Detection Models
    CVPR 2025 ·
    Hangtao Zhang
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  11. Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling
    EMNLP 2025 ·
    Minghui Li
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  12. Uncertainty-Aware Metabolic Stability Prediction with Dual-View Contrastive Learning
    ECML-PKDD 2025 ·
    Peijin Guo
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  13. Vanish into Thin Air: Cross-prompt Universal Adversarial Attacks for SAM2
    NeurIPS 2025 ·
    Ziqi Zhou
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  14. DarkFed: A Data-Free Backdoor Attack in Federated Learning
    IJCAI 2024 ·
    Minghui Li
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  15. DarkSAM: Fooling Segment Anything Model to Segment Nothing
    NeurIPS 2024 ·
    Ziqi Zhou
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  16. Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness in the Physical World
    IJCAI 2024 ·
    Hangtao Zhang
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  17. Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks
    AAAI 2024 ·
    Lulu Xue
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  18. Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation
    AAAI 2024 ·
    Di Mi
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  19. Transferable Adversarial Facial Images for Privacy Protection
    ACM MM 2024 ·
    Minghui Li
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  20. Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need
    NeurIPS 2024 ·
    Xianlong Wang
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