EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Public Corruption 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%
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Securities Anomalies

SEC/DOJ Heuristics

1,826 documents, 3 sources, 600.3MB, 19982026. 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, investment-adviser-fraud, crypto-securities, public-corruption contains 1,826 documents clear
SEC 1,636 docs
SEC Litigation Releases / complaint 376 | 1998–2026 | 351.5MB
SEC Litigation Releases / judgment 26 | 2003–2026 | 7.4MB
SEC Litigation Releases / litigation release 885 | 1998–2026 | 56.9MB
SEC Press Releases / complaint 130 | 2004–2025 | 147.4MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 217 | 1998–2024 | 9.4MB
DOJ 190 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 5 | 2013–2024 | 3.0MB
DOJ SDNY / press release 184 | 2013–2026 | 21.7MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build