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 (DSN, 2023)

Resource-Aware DNN Partitioning for Privacy-Sensitive Edge-Cloud Systems. - Aolin Ding; Amin Hass; Matthew Chan; Nader Sehatbakhsh; Saman A. Zonouz (ICONIP (5), 2023)

Enc2: Privacy-Preserving Inference for Tiny IoTs via Encoding and Encryption. - Hao-Jen Chien; Hossein Khalili; Amin Hass; Nader Sehatbakhsh (MobiCom, 2023)

An Empirical DNN Pruning Approach Against Membership Inference Attacks. - Matthew Chan; Aolin Ding; Amin Hass; Saman A. Zonouz (ADIoT, 2024)

TTPatternMiner: Automated Learning and Characterization of Attack Pattern from Malicious Cyber Campaign. - Sharif Ullah; Sachin Shetty; Abdul Rahman; Amin Hass; Xiaoyong Yuan (MILCOM, 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 (SP (Workshops), 2024)

ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks. - Minxue Tang; Anna Dai; Louis DiValentin; Aolin Ding; Amin Hass; Neil Zhenqiang Gong; Yiran Chen 001; Hai (Helen) Li (USENIX Security Symposium, 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 001; Hai (Helen) Li (CoRR, 2024)

Context-Aware Hybrid Encoding for Privacy-Preserving Computation in IoT Devices. - Hossein Khalili; Hao-Jen Chien; Amin Hass; Nader Sehatbakhsh (IEEE Internet Things J., 2024)

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 002; William Chen; Amin Hass; Tianlong Chen 001; Yiran Chen 001; Hai Li 001 (ICLR, 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; et al. (CoRR, 2025)

Standardization of Neuromuscular Reflex Analysis - Role of Fine-Tuned Vision-Language Model Consortium and OpenAI gpt-oss Reasoning LLM Enabled Decision Support System. - Eranga Bandara; Ross Gore; Sachin Shetty; Ravi Mukkamala; Christopher Rhea; Atmaram Yarlagadda; Shaifali Kaushik; L. H. M. P. De Silva; Andriy Maznychenko; Inna Sokolowska; Amin Hass; Kasun De Zoysa (CoRR, 2025)