Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,137 documents, 3 sources, 428.9MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, boiler-room, crypto-securities, affinity-fraud, health-care-fraud contains 1,137 documents clear
SEC 1,016 docs
SEC Litigation Releases / complaint 241 | 1990–2026 | 261.5MB
SEC Litigation Releases / judgment 2 | 2023–2024 | 470KB
SEC Litigation Releases / litigation release 539 | 1998–2026 | 34.6MB
SEC Press Releases / complaint 88 | 2010–2025 | 111.0MB
SEC Press Releases / press release 146 | 1997–2024 | 6.5MB
DOJ 121 docs
DOJ SDNY / indictment 2 | 2014–2024 | 964KB
DOJ SDNY / press release 119 | 2013–2026 | 14.0MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build