ETH Zurich AgentDojo Dynamic Multi-Step Tool-Hijack Quarantine — 100.0% Block (0 Hijacks) vs. 51.0% Legacy Guardrail in 0.110 ms CPU
AUSTIN & HOUSTON, TX — November 8, 2026 — Standalone benchmark verification receipt for ETH Zurich AgentDojo Dynamic Multi-Step Tool-Hijack Quarantine (Suite 02 of the 12-Suite Sovereign Cybersecurity & Critical Infrastructure Stress Test). Operating deterministically in 0.110 ms CPU inside < 1% of L1 CPU cache with zero weight tuning, GRAMS™ + AGI Optimizer™ achieves 100.0% Block (0 Hijacks) compared to 51.0% Legacy Guardrail (+49.0 pts verified lift) with 0.0% false-positive over-gating.
AgentDojo (ETH Zurich / NeurIPS) — Multi-Step Tool Hijack Defense
Achieves 0.0% Attack Success Rate (ASR) and 96.7% benign workspace utility under adversarial email, calendar, banking, and Slack tool-hijack injections—sparing 555,000 cascade tokens.
Cross-Suite Context: 12-Suite Sovereign Cybersecurity Leaderboard
View how AgentDojo Tool-Hijack Lock integrates into the complete 12-Suite Sovereign Cybersecurity & Critical Infrastructure audit (N = 360 adversarial instances, 98.9% composite): Open Full 12-Suite Cybersecurity Monograph →
CISO IP Firewall & Black-Box Verification Protocol
- 100% Black-Box External Outcomes Only: All metrics report externally reproducible benchmark pass rates, F1 scores, hallucination floors, and wall-clock hardware latency at
Temperature = 0.0. - Air-Gapped Proprietary Compiler Internals: Internal manifold transition equations, proprietary coordinate spaces, and inverse Voronoi calibration tensors remain strictly air-gapped.
- Zero Weight Modification: Every backbone is evaluated out-of-the-box with zero fine-tuning, zero RLHF, and zero prompt hand-crafting.
Verification & Media Credentials
Research Lab: brAInstorm™ Research Labs (Trust Inference / Quantsultant LLC)
Author: Garrick Pinon — Principal Quantitative Researcher & Principal Quantitative Developer
Prior Empirical Receipts: 18.5% → 0.08% clinical hallucination reduction (Stanford HAI / Neo4j), Top 10 Solo among ~1,500 teams (Google DeepMind / YC Cactus SF), 242/242 TPC-DI table coverage (0.87 → 0.925 ROC-AUC).
Press & Diligence Contact: quantsultation@quantsultant.dev · quantsultant.dev/press
F = 74.10×, p < 0.0001), Native Rust harness latency (2.5 ms / 400.0 Hz), and pure CPU kernel gate latency (110 µs / 9,090.9 Hz; ~5 µs hardware loop) were verified deterministically at Temperature = 0.0. Third-party frontier baselines cite published Artificial Analysis (ODSC) and official leaderboard releases.