Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Cyber Fraud 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

932 documents, 3 sources, 256.5MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: financial-fraud, broker-dealer-fraud, crypto-securities, fcpa, advance-fee, cyber-fraud contains 932 documents clear
SEC 867 docs
SEC Litigation Releases / complaint 177 | 2000–2026 | 152.4MB
SEC Litigation Releases / judgment 36 | 2011–2026 | 19.9MB
SEC Litigation Releases / litigation release 426 | 1999–2026 | 27.3MB
SEC Press Releases / complaint 55 | 2007–2023 | 40.3MB
SEC Press Releases / press release 173 | 1998–2025 | 7.7MB
DOJ 65 docs
DOJ SDNY / indictment 3 | 2014–2024 | 1.6MB
DOJ SDNY / press release 62 | 2013–2026 | 7.3MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build