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%
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Non-Corporate Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
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Securities Anomalies

SEC/DOJ Heuristics

2,238 documents, 3 sources, 631.6MB, 19942026. 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, non-corporate, corporate-fraud contains 2,238 documents clear
SEC 2,061 docs
SEC Litigation Releases / complaint 407 | 1998–2026 | 396.1MB
SEC Litigation Releases / judgment 47 | 2018–2026 | 15.2MB
SEC Litigation Releases / litigation release 1,008 | 1998–2026 | 65.1MB
SEC Press Releases / complaint 131 | 2004–2025 | 111.2MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 465 | 1994–2026 | 17.3MB
DOJ 177 docs
DOJ SDNY / complaint 2 | 2014 | 3.3MB
DOJ SDNY / indictment 3 | 2013–2024 | 1.5MB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 171 | 2013–2026 | 20.1MB
build b23a6a8 · corpus snapshot pinned to this build