2 citations · 6 across the 11 of their papers we have counts for
4 papers · 1 filter
Your Model Is Leaking: Covert Information Transfer through LLM Residual Streams
Mingyuan Li, Yanna Jiang, Guangsheng Yu +4
Privacy-sensitive organizations may run large language models (LLMs) in restricted or air-gapped environments while exporting selected diagnostic artifacts. We show that a compromi…
MDRC: A Deployable State-Recovery Defense for Traffic Signal Control under Sensor Corruption
Mingyuan Li, Chunyu Liu, Xiao Liu +5
Traffic Signal Control (TSC) is a safety-critical cyber-physical system that relies on real-time sensing. Corrupted observations caused by adversarial perturbations or sensor failu…
Client-Cooperative Split Learning
Haiyu Deng, Yanna Jiang, Guangsheng Yu +5
Model training is increasingly offered as a service for resource-constrained data owners to build customized models. Split Learning (SL) enables such services by offloading trainin…
SoK: Credential-Based Trust Management in Decentralized Ledger Systems
Yanna Jiang, Haiyu Deng, Qin Wang +6
Trust management systems (TMS) are crucial for managing trust in distributed environments. The rise of decentralized systems and blockchain has sparked interest in credential-based…