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%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
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Securities Anomalies

SEC/DOJ Heuristics

917 documents, 3 sources, 282.7MB, 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, pre-ipo-fraud, crypto-securities, obstruction, public-corruption contains 917 documents clear
SEC 821 docs
SEC Litigation Releases / complaint 191 | 1998–2026 | 186.6MB
SEC Litigation Releases / judgment 22 | 2018–2026 | 9.8MB
SEC Litigation Releases / litigation release 427 | 1998–2026 | 27.6MB
SEC Press Releases / complaint 57 | 2004–2023 | 38.2MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 122 | 1999–2025 | 5.9MB
DOJ 96 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 1 | 2024 | 508KB
DOJ SDNY / press release 94 | 2013–2026 | 11.1MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build