Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
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Securities Anomalies

SEC/DOJ Heuristics

1,465 documents, 3 sources, 483.9MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, investment-adviser-fraud, boiler-room, corporate-fraud, affinity-fraud contains 1,465 documents clear
SEC 1,308 docs
SEC Litigation Releases / complaint 272 | 1990–2026 | 257.6MB
SEC Litigation Releases / judgment 10 | 2003–2026 | 3.7MB
SEC Litigation Releases / litigation release 737 | 1998–2026 | 47.2MB
SEC Press Releases / complaint 101 | 2010–2025 | 146.8MB
SEC Press Releases / press release 188 | 1997–2024 | 8.0MB
DOJ 157 docs
DOJ SDNY / indictment 5 | 2013–2023 | 2.7MB
DOJ SDNY / press release 152 | 2013–2026 | 17.9MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build