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%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Accounting / Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K · NT 10-Q
recall 80% precision 48% + content rule precision 50%
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Securities Anomalies

SEC/DOJ Heuristics

4,127 documents, 3 sources, 1187.5MB, 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, ponzi, accounting-fraud, crypto-securities, affinity-fraud, fcpa contains 4,127 documents clear
SEC 3,802 docs
SEC Litigation Releases / complaint 806 | 1990–2026 | 703.2MB
SEC Litigation Releases / judgment 36 | 2018–2026 | 13.7MB
SEC Litigation Releases / litigation release 2,141 | 1995–2026 | 137.2MB
SEC Press Releases / complaint 266 | 2004–2026 | 264.8MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 551 | 1997–2026 | 24.9MB
DOJ 325 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 4 | 2013–2024 | 3.0MB
DOJ SDNY / press release 320 | 2013–2026 | 37.7MB
build 608ae5f · 2026-08-25 · corpus snapshot pinned to this build