Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Racketeering / RICO 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.
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

713 documents, 3 sources, 172.9MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: financial-fraud, pre-ipo-fraud, public-corruption, cyber-fraud, racketeering contains 713 documents clear
SEC 642 docs
SEC Litigation Releases / complaint 117 | 2000–2026 | 114.5MB
SEC Litigation Releases / judgment 15 | 2019–2026 | 6.8MB
SEC Litigation Releases / litigation release 353 | 1999–2026 | 22.6MB
SEC Press Releases / complaint 32 | 2007–2023 | 14.7MB
SEC Press Releases / press release 125 | 1998–2025 | 5.2MB
DOJ 71 docs
DOJ SDNY / indictment 1 | 2024 | 835KB
DOJ SDNY / press release 70 | 2013–2026 | 8.2MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build