Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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

1,010 documents, 3 sources, 272.2MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: financial-fraud, investment-adviser-fraud, affinity-fraud, health-care-fraud, fcpa, obstruction contains 1,010 documents clear
SEC 924 docs
SEC Litigation Releases / complaint 161 | 1990–2026 | 141.9MB
SEC Litigation Releases / judgment 19 | 2003–2026 | 4.4MB
SEC Litigation Releases / litigation release 521 | 1999–2025 | 33.3MB
SEC Press Releases / complaint 53 | 2007–2023 | 72.7MB
SEC Press Releases / press release 170 | 1998–2024 | 7.4MB
DOJ 86 docs
DOJ SDNY / indictment 4 | 2013–2024 | 2.9MB
DOJ SDNY / press release 82 | 2013–2026 | 9.7MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build