Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
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.
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

879 documents, 3 sources, 233.0MB, 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, broker-dealer-fraud, affinity-fraud, fcpa, obstruction, cyber-fraud contains 879 documents clear
SEC 832 docs
SEC Litigation Releases / complaint 154 | 1990–2026 | 128.7MB
SEC Litigation Releases / judgment 34 | 2011–2026 | 19.4MB
SEC Litigation Releases / litigation release 443 | 1999–2026 | 28.3MB
SEC Press Releases / complaint 44 | 2007–2023 | 43.4MB
SEC Press Releases / press release 157 | 1998–2025 | 6.6MB
DOJ 47 docs
DOJ SDNY / indictment 2 | 2014–2024 | 1.1MB
DOJ SDNY / press release 45 | 2013–2025 | 5.3MB
build b23a6a8 · corpus snapshot pinned to this build