Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

978 documents, 3 sources, 241.0MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: financial-fraud, broker-dealer-fraud, pre-ipo-fraud, fcpa, obstruction contains 978 documents clear
SEC 917 docs
SEC Litigation Releases / complaint 177 | 2000–2026 | 139.4MB
SEC Litigation Releases / judgment 36 | 2011–2026 | 23.6MB
SEC Litigation Releases / litigation release 491 | 1999–2026 | 31.4MB
SEC Press Releases / complaint 46 | 2007–2023 | 31.0MB
SEC Press Releases / press release 167 | 1998–2025 | 7.6MB
DOJ 61 docs
DOJ SDNY / indictment 2 | 2014–2024 | 1.1MB
DOJ SDNY / press release 59 | 2013–2026 | 6.9MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build