Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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%
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Securities Anomalies

SEC/DOJ Heuristics

1,748 documents, 3 sources, 553.9MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, financial-fraud, investment-adviser-fraud, crypto-securities, fcpa contains 1,748 documents clear
SEC 1,576 docs
SEC Litigation Releases / complaint 343 | 2000–2026 | 325.0MB
SEC Litigation Releases / judgment 21 | 2003–2026 | 4.9MB
SEC Litigation Releases / litigation release 841 | 1998–2026 | 53.8MB
SEC Press Releases / complaint 121 | 2007–2025 | 136.2MB
SEC Press Releases / press release 250 | 1998–2024 | 10.6MB
DOJ 172 docs
DOJ SDNY / indictment 6 | 2013–2024 | 3.8MB
DOJ SDNY / press release 166 | 2013–2026 | 19.6MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build