Judicial digital evidence authentication engine: reports an ENFSI log10 likelihood ratio between two stated propositions, gates on validated domain via Mahalanobis, measures an Evidence Fragility Index by attacking its own verdict, abstains with reason codes, and seals every examination in a replayable SHA-256 chain. Python · PyTorch · FastAPI.
python computer-vision pytorch calibration digital-forensics reproducibility fastapi deepfake-detection likelihood-ratio legal-tech chain-of-custody media-forensics c2pa forensic-science tamper-localization enfsi
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Aug 21, 2026 - Python