Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
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%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,305 documents, 3 sources, 348.6MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: accounting-fraud, financial-fraud, pre-ipo-fraud, obstruction, public-corruption contains 1,305 documents clear
SEC 1,206 docs
SEC Litigation Releases / complaint 240 | 1998–2026 | 228.6MB
SEC Litigation Releases / judgment 33 | 2018–2026 | 12.0MB
SEC Litigation Releases / litigation release 674 | 1998–2026 | 43.4MB
SEC Press Releases / complaint 70 | 2004–2023 | 41.5MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 187 | 1998–2025 | 7.8MB
DOJ 99 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 1 | 2024 | 835KB
DOJ SDNY / press release 97 | 2013–2026 | 11.4MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build