Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
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Securities Anomalies

SEC/DOJ Heuristics

1,367 documents, 3 sources, 482.1MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, broker-dealer-fraud, boiler-room, crypto-securities, affinity-fraud, obstruction contains 1,367 documents clear
SEC 1,244 docs
SEC Litigation Releases / complaint 283 | 1990–2026 | 274.4MB
SEC Litigation Releases / judgment 23 | 2011–2026 | 17.2MB
SEC Litigation Releases / litigation release 662 | 1998–2026 | 42.4MB
SEC Press Releases / complaint 98 | 2010–2025 | 124.4MB
SEC Press Releases / press release 178 | 1997–2025 | 8.3MB
DOJ 123 docs
DOJ SDNY / indictment 3 | 2014–2024 | 1.2MB
DOJ SDNY / press release 120 | 2013–2026 | 14.1MB
build b23a6a8 · corpus snapshot pinned to this build