FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Cyber Fraud 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%
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%
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Securities Anomalies

SEC/DOJ Heuristics

3,359 documents, 3 sources, 852.1MB, 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, financial-fraud, pre-ipo-fraud, affinity-fraud, fcpa, cyber-fraud contains 3,359 documents clear
SEC 3,114 docs
SEC Litigation Releases / complaint 597 | 1990–2026 | 493.3MB
SEC Litigation Releases / judgment 31 | 2019–2026 | 14.9MB
SEC Litigation Releases / litigation release 1,791 | 1995–2026 | 114.5MB
SEC Press Releases / complaint 187 | 2006–2026 | 174.8MB
SEC Press Releases / press release 508 | 1997–2026 | 23.3MB
DOJ 245 docs
DOJ SDNY / indictment 3 | 2013–2024 | 2.9MB
DOJ SDNY / press release 242 | 2013–2026 | 28.4MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build