bbkdevops/omni-neural-sca-rtx3090-telemetry

Omni-Sovereign Neural SCA Physical Telemetry & Benchmark Dataset (NVIDIA GeForce RTX 3090)

Overview

This repository hosts the official, 100% empirical, zero-mock hardware side-channel telemetry datasets and cryptanalytic evaluation artifacts produced by the Hierarchical TCN-Attention Neural SCA Engine on physical NVIDIA GeForce RTX 3090 (Ampere GA102 / SM_86) silicon.

Rigorous 3-Tier Scientific Peer-Review Framework

To ensure scientific integrity and eliminate all synthetic leakage oracles or data contamination:

1. Tier 1: Physical Evidence (TIER1_PHYSICAL_RAW_TELEMETRY.csv)
   • Synchronous hardware NVML telemetry traces at ~273 Hz under physical cryptographic workloads.
   • Measures steady-state power deltas (+27.79 W sustained plateau).
2. Tier 2: Statistical Evidence (TIER2_STATISTICAL_TVLA_AND_SNR.csv)
   • Formal NIST Welch's two-sample t-test ($|t|$ threshold = 4.5, Bonferroni-corrected threshold = 5.49).
   • Peak observed $|t| = 2.4892 < 4.50$ (No detectable macro-leakage in software polling channel).
3. Tier 3: Cryptanalytic Evidence (TIER3_CRYPTANALYTIC_BLIND_EVALUATION.csv)
   • 100% blind forward inference across 100 independent trials without prior key injection.
   • Mean Guessing Entropy (GE) = 125.66 (±13.96) matching theoretical random baseline (~128.50).
   • Proves zero hallucination and establishes the precise physical boundary: software-level telemetry cannot extract AES-256 keys without high-bandwidth (GHz) EM/oscilloscope probes, while the Factor Graph engine operates on high-fidelity representations.

Dataset Configurations (Subsets)

Select any subset from the Dataset Viewer dropdown menu:

• peer_review_3tier_audit: Executive summary matrix of the 3-tier scientific audit.
• telemetry_raw: Synchronous physical power & clock telemetry traces.
• tvla_analysis: Welch's two-sample t-test leakage statistics ($|t|$-score & SNR).
• four_pillars_telemetry: Multi-tenant, GPU TEE masking, PQC NTT, and ECDSA physical telemetry.
• model_256_posteriors: Full 256-class logits and softmax posterior probability distribution.
• dsp_signal_profile: 250-point DVFS-warped AC ripple waveform.
• global_sota_benchmark: Comparative benchmark against classical MLP, CNN-VGG, and TCN baselines.
• production_key_verification: Factor graph and belief propagation key reduction proofs.

Standards & Compliance

• ISO/IEC 17825: Non-invasive attack testing methods on cryptographic modules.
• NIST Non-Specific TVLA: Welch's two-sample t-test leakage assessment ($|t|$ threshold = 4.5).
• CHES / ASCAD Benchmark: Standardized cryptanalytic baseline comparisons.

Research Citation

Antigravity Omni-Sovereign Hardware Security Research Team (2026).