Advance-Fee Fraud 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%
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.
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Securities Anomalies

SEC/DOJ Heuristics

802 documents, 3 sources, 225.6MB, 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, pre-ipo-fraud, public-corruption, advance-fee contains 802 documents clear
SEC 726 docs
SEC Litigation Releases / complaint 158 | 1998–2026 | 144.5MB
SEC Litigation Releases / judgment 20 | 2018–2026 | 9.3MB
SEC Litigation Releases / litigation release 403 | 1998–2026 | 26.1MB
SEC Press Releases / complaint 45 | 2004–2023 | 29.5MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 98 | 1999–2025 | 4.4MB
DOJ 76 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / press release 75 | 2013–2026 | 8.9MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build