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%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Non-Corporate Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

4,108 documents, 3 sources, 1071.6MB, 1994–2026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, market-manipulation, accounting-fraud, non-corporate contains 4,108 documents clear
SEC 3,830 docs
SEC Litigation Releases / complaint 720 | 1995–2026 | 614.9MB
SEC Litigation Releases / judgment 62 | 2003–2026 | 28.7MB
SEC Litigation Releases / litigation release 2,074 | 1995–2026 | 133.1MB
SEC Press Releases / complaint 239 | 2004–2026 | 223.3MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 732 | 1994–2026 | 31.6MB
DOJ 278 docs
DOJ SDNY / complaint 2 | 2014 | 3.3MB
DOJ SDNY / indictment 4 | 2013–2014 | 3.0MB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 271 | 2013–2026 | 32.0MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build