SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues.
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CoRR, June, 2025
H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking.
CoRR, February, 2025
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility.
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Proceedings of the Thirteenth International Conference on Learning Representations, 2025
FedProphet: Memory-Efficient Federated Adversarial Training via Theoretic-Robustness and Low-Inconsistency Cascade Learning.
CoRR, 2024
ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.
Proceedings of the 33rd USENIX Security Symposium, 2024
Virtual Keymysteries Unveiled: Detecting Keystrokes in VR with External Side-Channels.
Proceedings of the IEEE Security and Privacy, 2024
Build a Computationally Efficient Strong Defense Against Adversarial Example Attacks.
Proceedings of the 10th International Conference on Information Systems Security and Privacy, 2024
An Empirical DNN Pruning Approach Against Membership Inference Attacks.
Proceedings of the Attacks and Defenses for the Internet-of-Things, 2024
Resource-Aware DNN Partitioning for Privacy-Sensitive Edge-Cloud Systems.
Proceedings of the Neural Information Processing - 30th International Conference, 2023
Get Your Cyber-Physical Tests Done! Data-Driven Vulnerability Assessment of Robotic Aerial Vehicles.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Network, 2023
FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices.
CoRR, 2022
Reverse engineering and retrofitting robotic aerial vehicle control firmware using dispatch.
Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022
Mini-Me, You Complete Me! Data-Driven Drone Security via DNN-based Approximate Computing.
Proceedings of the RAID '21: 24th International Symposium on Research in Attacks, 2021