Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Advance-Fee Fraud 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%
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%
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Securities Anomalies

SEC/DOJ Heuristics

3,734 documents, 3 sources, 1062.3MB, 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, ponzi, boiler-room, crypto-securities, affinity-fraud, obstruction, advance-fee contains 3,734 documents clear
SEC 3,429 docs
SEC Litigation Releases / complaint 694 | 1990–2026 | 610.2MB
SEC Litigation Releases / judgment 18 | 2021–2026 | 8.5MB
SEC Litigation Releases / litigation release 1,972 | 1995–2026 | 126.1MB
SEC Press Releases / complaint 237 | 2006–2026 | 255.3MB
SEC Press Releases / press release 508 | 1997–2026 | 23.6MB
DOJ 305 docs
DOJ SDNY / indictment 4 | 2013–2024 | 3.0MB
DOJ SDNY / press release 301 | 2013–2026 | 35.4MB
build b23a6a8 · corpus snapshot pinned to this build