Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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%
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Securities Anomalies

SEC/DOJ Heuristics

2,165 documents, 3 sources, 669.9MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, accounting-fraud, financial-fraud, broker-dealer-fraud, affinity-fraud, advance-fee contains 2,165 documents clear
SEC 2,013 docs
SEC Litigation Releases / complaint 433 | 1990–2026 | 404.1MB
SEC Litigation Releases / judgment 52 | 2011–2026 | 24.6MB
SEC Litigation Releases / litigation release 1,108 | 1998–2026 | 71.2MB
SEC Press Releases / complaint 138 | 2004–2025 | 136.8MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 280 | 1998–2025 | 11.2MB
DOJ 152 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 3 | 2014–2024 | 1.6MB
DOJ SDNY / press release 148 | 2013–2026 | 17.4MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build