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%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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.
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Securities Anomalies

SEC/DOJ Heuristics

1,074 documents, 3 sources, 307.9MB, 19972026. 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, boiler-room, crypto-securities, fcpa, cyber-fraud contains 1,074 documents clear
SEC 1,006 docs
SEC Litigation Releases / complaint 199 | 2000–2026 | 179.2MB
SEC Litigation Releases / judgment 36 | 2011–2026 | 19.9MB
SEC Litigation Releases / litigation release 505 | 1999–2026 | 32.4MB
SEC Press Releases / complaint 66 | 2007–2024 | 58.1MB
SEC Press Releases / press release 200 | 1997–2025 | 9.0MB
DOJ 68 docs
DOJ SDNY / indictment 3 | 2014–2024 | 1.6MB
DOJ SDNY / press release 65 | 2013–2026 | 7.6MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build