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.
Pump-and-Dump methodology →
EDGAR forms: S-8 · S-1 · 424B · 8-K · 4 · SC 13D/G · Form 10 · 15-12G
recall 69% precision 12% + content rule precision 50%
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Securities Anomalies

SEC/DOJ Heuristics

3,903 documents, 3 sources, 1076.3MB, 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, pump-and-dump, pre-ipo-fraud, crypto-securities, obstruction contains 3,903 documents clear
SEC 3,643 docs
SEC Litigation Releases / complaint 689 | 1995–2026 | 603.5MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 39 | 2020–2026 | 28.8MB
SEC Litigation Releases / litigation release 2,124 | 1995–2026 | 136.1MB
SEC Press Releases / complaint 227 | 2006–2026 | 247.8MB
SEC Press Releases / press release 563 | 1997–2026 | 26.9MB
DOJ 260 docs
DOJ SDNY / indictment 3 | 2013–2024 | 2.6MB
DOJ SDNY / press release 257 | 2013–2026 | 30.3MB
build 608ae5f · 2026-08-25 · corpus snapshot pinned to this build