Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
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%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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Securities Anomalies

SEC/DOJ Heuristics

2,461 documents, 3 sources, 791.4MB, 19972026. 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, ponzi, financial-fraud, boiler-room, fcpa contains 2,461 documents clear
SEC 2,316 docs
SEC Litigation Releases / complaint 444 | 2000–2026 | 458.8MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 32 | 2019–2026 | 18.8MB
SEC Litigation Releases / litigation release 1,326 | 1997–2026 | 85.3MB
SEC Press Releases / complaint 161 | 2007–2025 | 195.6MB
SEC Press Releases / press release 352 | 1997–2024 | 14.4MB
DOJ 145 docs
DOJ SDNY / indictment 2 | 2014–2024 | 1.3MB
DOJ SDNY / press release 143 | 2013–2026 | 16.9MB
build b23a6a8 · corpus snapshot pinned to this build