Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
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%
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

3,907 documents, 3 sources, 1034.9MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, pump-and-dump, non-corporate, affinity-fraud contains 3,907 documents clear
SEC 3,671 docs
SEC Litigation Releases / complaint 641 | 1990–2026 | 559.9MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 47 | 2019–2026 | 29.7MB
SEC Litigation Releases / litigation release 2,039 | 1995–2026 | 130.9MB
SEC Press Releases / complaint 212 | 2006–2026 | 250.5MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 730 | 1994–2026 | 32.1MB
DOJ 236 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 2 | 2013 | 2.1MB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 232 | 2013–2026 | 27.3MB
build b23a6a8 · corpus snapshot pinned to this build