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%
FCPA Violation 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%
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Securities Anomalies

SEC/DOJ Heuristics

1,868 documents, 3 sources, 579.6MB, 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, accounting-fraud, broker-dealer-fraud, fcpa contains 1,868 documents clear
SEC 1,798 docs
SEC Litigation Releases / complaint 347 | 1998–2026 | 316.6MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 58 | 2011–2026 | 38.1MB
SEC Litigation Releases / litigation release 1,016 | 1997–2026 | 65.6MB
SEC Press Releases / complaint 113 | 2004–2024 | 136.2MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 261 | 1998–2025 | 11.5MB
DOJ 70 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 1 | 2014 | 315KB
DOJ SDNY / press release 68 | 2013–2026 | 8.1MB
build b23a6a8 · corpus snapshot pinned to this build