Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

2,924 documents, 3 sources, 746.3MB, 19952026. 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, crypto-securities, obstruction, advance-fee contains 2,924 documents clear
SEC 2,688 docs
SEC Litigation Releases / complaint 528 | 1995–2026 | 428.0MB
SEC Litigation Releases / judgment 20 | 2021–2026 | 12.7MB
SEC Litigation Releases / litigation release 1,552 | 1995–2026 | 99.2MB
SEC Press Releases / complaint 168 | 2006–2026 | 155.9MB
SEC Press Releases / press release 420 | 1997–2026 | 20.6MB
DOJ 236 docs
DOJ SDNY / indictment 3 | 2013–2024 | 2.6MB
DOJ SDNY / press release 233 | 2013–2026 | 27.4MB
build b23a6a8 · corpus snapshot pinned to this build