Financial-Statement Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K
recall 67% precision 23% + content rule precision 26%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Non-Corporate Fraud 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%
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Securities Anomalies

SEC/DOJ Heuristics

1,216 documents, 3 sources, 301.6MB, 19942026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: financial-fraud, investment-adviser-fraud, non-corporate, crypto-securities contains 1,216 documents clear
SEC 1,108 docs
SEC Litigation Releases / complaint 173 | 2000–2026 | 162.7MB
SEC Litigation Releases / judgment 33 | 2003–2026 | 10.4MB
SEC Litigation Releases / litigation release 469 | 1999–2026 | 30.2MB
SEC Press Releases / complaint 58 | 2007–2023 | 65.6MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 374 | 1994–2026 | 15.4MB
DOJ 108 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 5 | 2013–2024 | 3.4MB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 101 | 2013–2026 | 11.9MB
build b23a6a8 · corpus snapshot pinned to this build