EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,223 documents, 3 sources, 383.7MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, broker-dealer-fraud, pre-ipo-fraud, obstruction, cyber-fraud contains 1,223 documents clear
SEC 1,108 docs
SEC Litigation Releases / complaint 256 | 2004–2026 | 220.1MB
SEC Litigation Releases / judgment 23 | 2011–2026 | 20.9MB
SEC Litigation Releases / litigation release 609 | 1998–2026 | 39.0MB
SEC Press Releases / complaint 75 | 2010–2025 | 83.2MB
SEC Press Releases / press release 145 | 1998–2025 | 6.4MB
DOJ 115 docs
DOJ SDNY / indictment 2 | 2014 | 771KB
DOJ SDNY / press release 113 | 2013–2026 | 13.3MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build