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• Membership Inference Attacks and Defenses in Neural Network Pruning
  2022 · 11 citations
• Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning
  2024 · 6 citations
• Semantic-preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection
  2020 · 4 citations
• Safety Layers in Aligned Large Language Models: The Key to LLM Security
  2024 · 2 citations
• Using Deep Learning to Solve Computer Security Challenges: A Survey
  2019 · 1 citations
• Beyond the Wrapper: Identifying Artifact Reliance in Static Malware Classifiers using TRUSTEE
  2026
• Adversarial Evasion in Non-Stationary Malware Detection: Minimizing Drift Signals through Similarity-Constrained Perturbations
  2026
• Secure Semantic Communications via AI Defenses: Fundamentals, Solutions, and Future Directions
  2026
• VTarbel: Targeted Label Attack with Minimal Knowledge on Detector-enhanced Vertical Federated Learning
  2025
• VMask: Tunable Label Privacy Protection for Vertical Federated Learning via Layer Masking
  2025
• To Protect the LLM Agent Against the Prompt Injection Attack with Polymorphic Prompt
  2025
• Hide Your Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Carrier Articles
  2024