Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

766 documents, 3 sources, 188.1MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: investment-adviser-fraud, broker-dealer-fraud, corporate-fraud, obstruction contains 766 documents clear
SEC 694 docs
SEC Litigation Releases / complaint 125 | 2001–2026 | 67.3MB
SEC Litigation Releases / judgment 31 | 2003–2026 | 20.5MB
SEC Litigation Releases / litigation release 387 | 1999–2026 | 24.7MB
SEC Press Releases / complaint 38 | 2011–2022 | 59.6MB
SEC Press Releases / press release 113 | 1998–2025 | 5.5MB
DOJ 72 docs
DOJ SDNY / indictment 5 | 2013–2023 | 2.6MB
DOJ SDNY / press release 67 | 2013–2025 | 7.9MB
build b23a6a8 · corpus snapshot pinned to this build