Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Non-Corporate Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

478 documents, 3 sources, 96.7MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: non-corporate, corporate-fraud, affinity-fraud, public-corruption contains 478 documents clear
SEC 416 docs
SEC Litigation Releases / complaint 42 | 1990–2026 | 46.9MB
SEC Litigation Releases / judgment 16 | 2019–2026 | 7.4MB
SEC Litigation Releases / litigation release 97 | 2000–2026 | 6.5MB
SEC Press Releases / complaint 12 | 2011–2022 | 17.2MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 248 | 1994–2026 | 9.5MB
DOJ 62 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 1 | 2013 | 203KB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 59 | 2013–2025 | 6.9MB
build b23a6a8 · corpus snapshot pinned to this build