2 papers
cs.LG2026
Agree on the Model, Verify the Inference: GKR Protocols for HND-Based Transformer Inference
Xiaolong Liang, Juanjuan Li, Rui Qin +1
Outsourced Transformer inference exposes clients to model substitution and incomplete execution, while direct replay removes the computational benefit of delegation. We present GKR…
cs.CY2024
Autonomous Crowdsensing: Operating and Organizing Crowdsensing for Sensing Automation
Wansen Wu, Weiyi Yang, Juanjuan Li +6
The precise characterization and modeling of Cyber-Physical-Social Systems (CPSS) requires more comprehensive and accurate data, which imposes heightened demands on intelligent sen…