Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
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%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
FCPA Violation 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

3,872 documents, 3 sources, 991.6MB, 19952026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, accounting-fraud, financial-fraud, pre-ipo-fraud, fcpa contains 3,872 documents clear
SEC 3,605 docs
SEC Litigation Releases / complaint 711 | 1995–2026 | 589.6MB
SEC Litigation Releases / judgment 49 | 2018–2026 | 20.1MB
SEC Litigation Releases / litigation release 2,063 | 1995–2026 | 132.2MB
SEC Press Releases / complaint 222 | 2004–2026 | 187.7MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 558 | 1997–2026 | 25.2MB
DOJ 267 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 3 | 2013–2024 | 2.9MB
DOJ SDNY / press release 263 | 2013–2026 | 31.0MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build