Aolin Ding

According to our database, Aolin Ding authored at least 13 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues.

Martin Kuo, Jianyi Zhang, Aolin Ding, Louis DiValentin, Amin Hass, Benjamin F. Morris III, Isaac Jacobson, Randolph Linderman, James Kiessling, Nicolas Ramos, Bhavna Gopal, Maziyar Baran Pouyan, Changwei Liu, Hai Li, Yiran Chen

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.

Martin Kuo, Jianyi Zhang, Aolin Ding, Qinsi Wang, Louis DiValentin, Yujia Bao, Wei Wei, Hai Li, Yiran Chen

CoRR, February, 2025

Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility.

Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

FedProphet: Memory-Efficient Federated Adversarial Training via Theoretic-Robustness and Low-Inconsistency Cascade Learning.

Minxue Tang, Yitu Wang, Jingyang Zhang, Louis DiValentin, Aolin Ding, Amin Hass, Yiran Chen, Hai (Helen) Li

CoRR, 2024

ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.

Minxue Tang, Anna Dai, Louis DiValentin, Aolin Ding, Amin Hass, Neil Zhenqiang Gong, Yiran Chen, Hai (Helen) Li

Proceedings of the 33rd USENIX Security Symposium, 2024

Virtual Keymysteries Unveiled: Detecting Keystrokes in VR with External Side-Channels.

Hossein Khalili, Alexander Chen, Theodoros Papaiakovou, Timothy Jacques, Hao-Jen Chien, Changwei Liu, Aolin Ding, Amin Hass, Saman A. Zonouz, Nader Sehatbakhsh

Proceedings of the IEEE Security and Privacy, 2024

Build a Computationally Efficient Strong Defense Against Adversarial Example Attacks.

Changwei Liu, Louis DiValentin, Aolin Ding, Malek Ben Salem

Proceedings of the 10th International Conference on Information Systems Security and Privacy, 2024

An Empirical DNN Pruning Approach Against Membership Inference Attacks.

Matthew Chan, Aolin Ding, Amin Hass, Saman A. Zonouz

Proceedings of the Attacks and Defenses for the Internet-of-Things, 2024

2023

Resource-Aware DNN Partitioning for Privacy-Sensitive Edge-Cloud Systems.

Aolin Ding, Amin Hass, Matthew Chan, Nader Sehatbakhsh, Saman A. Zonouz

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Get Your Cyber-Physical Tests Done! Data-Driven Vulnerability Assessment of Robotic Aerial Vehicles.

Aolin Ding, Matthew Chan, Amin Hass, Nils Ole Tippenhauer, Shiqing Ma, Saman A. Zonouz

Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Network, 2023

2022

FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices.

Minxue Tang, Jianyi Zhang, Mingyuan Ma, Louis DiValentin, Aolin Ding, Amin Hassanzadeh, Hai Helen Li, Yiran Chen

CoRR, 2022

Reverse engineering and retrofitting robotic aerial vehicle control firmware using dispatch.

Taegyu Kim, Aolin Ding, Sriharsha Etigowni, Pengfei Sun, Jizhou Chen, Luis Garcia, Saman A. Zonouz, Dongyan Xu, Dave (Jing) Tian

Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

2021

Mini-Me, You Complete Me! Data-Driven Drone Security via DNN-based Approximate Computing.

Aolin Ding, Praveen Murthy, Luis Garcia, Pengfei Sun, Matthew Chan, Saman A. Zonouz

Proceedings of the RAID '21: 24th International Symposium on Research in Attacks, 2021