Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

2,921 documents, 3 sources, 774.7MB, 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, pre-ipo-fraud, crypto-securities, affinity-fraud contains 2,921 documents clear
SEC 2,687 docs
SEC Litigation Releases / complaint 535 | 1990–2026 | 444.4MB
SEC Litigation Releases / judgment 20 | 2021–2026 | 12.7MB
SEC Litigation Releases / litigation release 1,537 | 1995–2026 | 98.3MB
SEC Press Releases / complaint 170 | 2006–2026 | 168.8MB
SEC Press Releases / press release 425 | 1997–2026 | 20.9MB
DOJ 234 docs
DOJ SDNY / indictment 3 | 2013–2024 | 2.6MB
DOJ SDNY / press release 231 | 2013–2026 | 27.1MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build