Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
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Securities Anomalies

SEC/DOJ Heuristics

1,356 documents, 3 sources, 442.5MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: market-manipulation, accounting-fraud, affinity-fraud, obstruction, cyber-fraud contains 1,356 documents clear
SEC 1,266 docs
SEC Litigation Releases / complaint 259 | 1990–2026 | 267.0MB
SEC Litigation Releases / judgment 34 | 2003–2026 | 15.2MB
SEC Litigation Releases / litigation release 702 | 1998–2026 | 45.2MB
SEC Press Releases / complaint 93 | 2004–2022 | 93.7MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 176 | 1998–2025 | 7.2MB
DOJ 90 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 2 | 2013–2014 | 943KB
DOJ SDNY / press release 87 | 2013–2026 | 10.4MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build