Trusted LLM Inference on the Edge with Smart Contracts

Wed, 01 May 2024 00:00:00 +0000

Edge Computing & Trusted Execution

Mon, 01 Jan 2024 00:00:00 +0000

This research area investigates how to bring secure, verifiable computation to resource-constrained edge devices:

Trusted Inference at the Edge — Combining smart contracts with trusted execution environments for verifiable edge inference (IEEE ICBC 2024).
Blockchain + TEE — Lessons learned from applying TEEs in blockchain applications, with implications for future secure systems.
Supporting Heterogeneous Infrastructure — Protecting critical infrastructure across diverse computing environments (AsiaCCS 2023).
AI-Based Personalized Interventions — Deploying AI models for health applications on edge devices (SynBio 2025).

This work bridges the gap between the security guarantees of centralized systems and the autonomy of decentralized, edge-deployed applications.

Mon, 01 May 2023 00:00:00 +0000