Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
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Securities Anomalies

SEC/DOJ Heuristics

594 documents, 3 sources, 162.0MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: financial-fraud, affinity-fraud, public-corruption, cyber-fraud contains 594 documents clear
SEC 544 docs
SEC Litigation Releases / complaint 92 | 1990–2025 | 102.2MB
SEC Litigation Releases / judgment 13 | 2019–2026 | 2.7MB
SEC Litigation Releases / litigation release 300 | 1999–2025 | 19.2MB
SEC Press Releases / complaint 30 | 2007–2023 | 27.1MB
SEC Press Releases / press release 109 | 1998–2024 | 4.2MB
DOJ 50 docs
DOJ SDNY / indictment 1 | 2024 | 835KB
DOJ SDNY / press release 49 | 2013–2025 | 5.8MB
build b23a6a8 · corpus snapshot pinned to this build