Trusted Model Environment for Private Semantic Computations
Researchers propose trusted model environments that run generative models inside TEEs for private semantic computation.
Tag
#trusted-execution-environment
0 stories this week · 0 this month · 3 in 6 months · mostly security
Stories per day · 30 days
3 stories, newest first · one card per story
Stories tagged #trusted-execution-environment
Towards TEE-Certified DP: Verifiable Differentially Private Training on Legacy GPUs
Framework uses CPU TEEs with probabilistic checking to verifiably enforce differential privacy on GPU-offloaded gradient computation at modest overhead.
SpliTEE: Improving LLM Inference on Trusted Hardware with Differentially Private GPU Outsourcing
SpliTEE splits LLM inference between Intel TDX trusted execution and untrusted GPUs, using differential privacy instead of encryption to protect intermediate representations.