TELOS Adversarial Validation Dataset

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Authors: Jeffrey Brunner
Cited by: 4
References: 4

Abstract

Validation results for TELOS AI governance framework demonstrating 0 observed attack successes across 2,550 adversarial attacks from four evaluation sources (AILuminate, MedSafetyBench, HarmBench, SB 243-aligned suite). Includes full forensic audit trail with JSONL governance event logs. Key Results: - 2,550 attacks validated (1,200 AILuminate + 900 MedSafetyBench + 400 HarmBench + 50 SB 243- aligned) - 0/2,550 observed attack successes - 95% CI upper bound: ~0.15% - 95.8% autonomous blocking (Tier 1) - Six Sigma performance:

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
25 January 2026