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

SEC/DOJ Heuristics

810 documents, 3 sources, 185.9MB, 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, non-corporate, affinity-fraud contains 810 documents clear
SEC 760 docs
SEC Litigation Releases / complaint 99 | 1990–2025 | 111.3MB
SEC Litigation Releases / judgment 25 | 2019–2026 | 8.1MB
SEC Litigation Releases / litigation release 296 | 1999–2026 | 19.2MB
SEC Press Releases / complaint 29 | 2007–2023 | 27.1MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 310 | 1994–2026 | 11.8MB
DOJ 50 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 1 | 2024 | 835KB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 47 | 2013–2025 | 5.5MB
build b23a6a8 · corpus snapshot pinned to this build