Accounting / Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K · NT 10-Q
recall 80% precision 48% + content rule precision 50%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
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Securities Anomalies

SEC/DOJ Heuristics

2,349 documents, 3 sources, 754.7MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, accounting-fraud, financial-fraud, investment-adviser-fraud, crypto-securities, affinity-fraud contains 2,349 documents clear
SEC 2,143 docs
SEC Litigation Releases / complaint 464 | 1990–2026 | 451.9MB
SEC Litigation Releases / judgment 39 | 2003–2026 | 10.1MB
SEC Litigation Releases / litigation release 1,166 | 1998–2026 | 74.9MB
SEC Press Releases / complaint 158 | 2004–2025 | 174.4MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 314 | 1998–2024 | 13.1MB
DOJ 206 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 6 | 2013–2024 | 3.8MB
DOJ SDNY / press release 199 | 2013–2026 | 23.5MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build