EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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Securities Anomalies

SEC/DOJ Heuristics

1,921 documents, 3 sources, 607.9MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, accounting-fraud, financial-fraud, affinity-fraud, obstruction contains 1,921 documents clear
SEC 1,776 docs
SEC Litigation Releases / complaint 383 | 1990–2026 | 384.1MB
SEC Litigation Releases / judgment 31 | 2018–2026 | 7.8MB
SEC Litigation Releases / litigation release 992 | 1998–2026 | 63.8MB
SEC Press Releases / complaint 126 | 2004–2025 | 122.0MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 242 | 1998–2024 | 9.2MB
DOJ 145 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 2 | 2014–2024 | 1.3MB
DOJ SDNY / press release 142 | 2013–2026 | 16.7MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build