SEP 8, 2026 · PREPRINT
ZK-Trace: Certified Collusion Tracing with Zero-Knowledge Credentials for Federated GNSS Interference Monitoring
arXiv
Early-stage algorithmic and cryptographic framework validated on simulated GNSS data and standard benchmarks, demonstrating proof-of-concept for fingerprint-based model tracing but not yet deployed in real federated systems or clinical contexts.
Reported
Single-owner copies isolated160
Two-owner mixtures traced712 of 720
False-naming budget per investiga…0.001