Source code used for the results reported in the TOIS2021 journal paper.
Occupancy models that account for misclassifications.
Trust-first, precision-biased Discord automod for tight-knit communities: independent-signal corroboration, cross-user burst raid detection, shadow rollout, auditable trust. An explicit recall/precision trade-off — not a zero-FP guarantee.
Versioned, Ed25519-signed catalog of known-public credentials (Stripe test keys, AWS canary keys, RFC and jwt.io examples) so leakferret marks documented placeholders as FIXTURE instead of false-alarming. Source URL required per entry. Data licensed CC-BY-SA-4.0.
Cross-validate Prowler Azure findings with 5 independent methods to cut false positives; Excel report + per-finding PNG audit evidence with Azure Portal deep-links.
Interactive GNU Guile lab for Bloom filter saturation, false positives, verification load, scalable layers, and rotating generations.
Interactive Bloom filter — add keys and watch k hash functions flip bits, then check membership: 'definitely not present' vs 'possibly present'. Trigger a real false positive and watch the estimated error rate. No false negatives, ever. Runs in your browser.
Is that CVE real, or just scanner noise? Community field verdicts from truepositive.app, in your terminal.
Supplementary code for: Trivial rational contamination in PSLQ-based PCF searches. Pre-screening protocol + AEAL governance log.
Cross-validate Prowler GCP findings with 5 independent methods to cut false positives; Excel report + per-finding PNG audit evidence with Cloud Console deep-links.
Low-false-positive, context-aware secret scanner with a pre-commit guard
Battle-tested OVAL patterns to eliminate false positives/negatives in host configuration & security baseline checks
Space-efficient maplet data structures for approximate key-value mappings - Rust implementation with Python bindings
Reproducible benchmark for smart-contract security tools, measuring precision, recall, and false positives against executable PoCs and versioned ground truth.
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