Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Racketeering / RICO 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%
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%
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Securities Anomalies

SEC/DOJ Heuristics

3,541 documents, 3 sources, 910.2MB, 19952026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, accounting-fraud, investment-adviser-fraud, cyber-fraud, racketeering contains 3,541 documents clear
SEC 3,278 docs
SEC Litigation Releases / complaint 638 | 1995–2026 | 500.2MB
SEC Litigation Releases / judgment 40 | 2003–2026 | 15.0MB
SEC Litigation Releases / litigation release 1,907 | 1995–2026 | 122.1MB
SEC Press Releases / complaint 206 | 2004–2026 | 213.1MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 485 | 1997–2026 | 22.4MB
DOJ 263 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 5 | 2013–2023 | 4.2MB
DOJ SDNY / press release 257 | 2013–2026 | 30.3MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build