Accounting / Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K · NT 10-Q
recall 80% precision 48% + content rule precision 50%
Pump-and-Dump methodology →
EDGAR forms: S-8 · S-1 · 424B · 8-K · 4 · SC 13D/G · Form 10 · 15-12G
recall 69% precision 12% + content rule precision 50%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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

2,303 documents, 3 sources, 719.9MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: pump-and-dump, accounting-fraud, financial-fraud, boiler-room, affinity-fraud contains 2,303 documents clear
SEC 2,203 docs
SEC Litigation Releases / complaint 396 | 1990–2026 | 417.9MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 50 | 2018–2026 | 24.0MB
SEC Litigation Releases / litigation release 1,273 | 1997–2026 | 82.1MB
SEC Press Releases / complaint 139 | 2004–2024 | 165.8MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 342 | 1997–2024 | 14.4MB
DOJ 100 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 1 | 2024 | 835KB
DOJ SDNY / press release 98 | 2013–2026 | 11.6MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build