Unprivileged Topology Certificates for Cloud GPU Attestation
2026-06-25T07:23:31Z•f3c8081b063f368a3a8cc7c431c178e58874b05225174aa2fd2a6affe4df1539
AI-secure-code-generationCUDAFHEGPU-fingerprintingLLM-IP-protectionMicrosoft-SEALNIZKRIPE-AtlasSPGSSoKanonymous-guest-accessblockchaincloud-gpu-attestationdecentralized-AI-economydistillation-defensesgroup-signatures','accountability'hardware-topologyhomomorphic-encryptionoutput-perturbationpost-quantumprivacy-preserving-inferenceproof-of-useful-workside-channelsponsored-group-signaturethreat-modeling
What happened
This document is an arXiv CS/CR feed (2026-06-25) containing multiple new research papers across systems security, cryptography, and ML security. Highlights include: a software-only, unprivileged attestation primitive for cloud GPUs that fingerprints per-SM latency maps and binds hardware topology to coarse location using network landmarks (cloud GPU identity/topology attestation); a proposal for decentralized AI economies rewarding useful ML compute (proof-of-useful-work) and guidance for post-quantum migration of signature layers; a threat-model framework for evaluating distillation/antidist
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_cr
- Record identifier
- f3c8081b063f368a3a8cc7c431c178e58874b05225174aa2fd2a6affe4df1539
- Enrichment time
- 2026-06-25T07:23:31Z
- AI-assisted enrichment
- Yes
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