Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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

3,722 documents, 3 sources, 985.8MB, 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, ponzi, non-corporate, affinity-fraud, fcpa, public-corruption contains 3,722 documents clear
SEC 3,417 docs
SEC Litigation Releases / complaint 661 | 1990–2026 | 557.5MB
SEC Litigation Releases / judgment 28 | 2019–2026 | 13.5MB
SEC Litigation Releases / litigation release 1,838 | 1995–2026 | 117.8MB
SEC Press Releases / complaint 216 | 2006–2026 | 228.3MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 673 | 1994–2026 | 28.9MB
DOJ 305 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 3 | 2013–2014 | 2.5MB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 300 | 2013–2026 | 35.3MB
build b23a6a8 · corpus snapshot pinned to this build