Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

2,844 documents, 3 sources, 726.4MB, 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, pre-ipo-fraud, affinity-fraud, fcpa contains 2,844 documents clear
SEC 2,628 docs
SEC Litigation Releases / complaint 514 | 1990–2026 | 408.2MB
SEC Litigation Releases / judgment 18 | 2021–2026 | 12.2MB
SEC Litigation Releases / litigation release 1,523 | 1995–2026 | 97.4MB
SEC Press Releases / complaint 161 | 2006–2026 | 161.7MB
SEC Press Releases / press release 412 | 1997–2026 | 19.8MB
DOJ 216 docs
DOJ SDNY / indictment 2 | 2013 | 2.1MB
DOJ SDNY / press release 214 | 2013–2026 | 25.2MB
build b23a6a8 · corpus snapshot pinned to this build