Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
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.
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
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Securities Anomalies

SEC/DOJ Heuristics

1,084 documents, 3 sources, 358.1MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: market-manipulation, broker-dealer-fraud, crypto-securities, fcpa, cyber-fraud contains 1,084 documents clear
SEC 1,004 docs
SEC Litigation Releases / complaint 220 | 2003–2026 | 201.5MB
SEC Litigation Releases / judgment 39 | 2003–2026 | 27.2MB
SEC Litigation Releases / litigation release 493 | 1998–2026 | 31.6MB
SEC Press Releases / complaint 80 | 2010–2023 | 79.0MB
SEC Press Releases / press release 172 | 1998–2025 | 8.1MB
DOJ 80 docs
DOJ SDNY / indictment 4 | 2013–2024 | 1.7MB
DOJ SDNY / press release 76 | 2013–2026 | 9.1MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build