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.
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
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Securities Anomalies

SEC/DOJ Heuristics

3,032 documents, 3 sources, 794.9MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, broker-dealer-fraud, crypto-securities, affinity-fraud, obstruction contains 3,032 documents clear
SEC 2,814 docs
SEC Litigation Releases / complaint 554 | 1990–2026 | 436.4MB
SEC Litigation Releases / judgment 39 | 2011–2026 | 25.3MB
SEC Litigation Releases / litigation release 1,607 | 1995–2026 | 102.7MB
SEC Press Releases / complaint 176 | 2006–2026 | 181.0MB
SEC Press Releases / press release 438 | 1997–2026 | 21.4MB
DOJ 218 docs
DOJ SDNY / indictment 4 | 2013–2024 | 2.9MB
DOJ SDNY / press release 214 | 2013–2026 | 25.2MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build