Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Advance-Fee Fraud 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%
Pump-and-Dump methodology →
EDGAR forms: S-8 · S-1 · 424B · 8-K · 4 · SC 13D/G · Form 10 · 15-12G
recall 69% precision 12% + content rule precision 50%
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Securities Anomalies

SEC/DOJ Heuristics

3,672 documents, 3 sources, 1008.8MB, 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, pump-and-dump, affinity-fraud, advance-fee contains 3,672 documents clear
SEC 3,450 docs
SEC Litigation Releases / complaint 631 | 1990–2026 | 549.1MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 35 | 2020–2026 | 24.2MB
SEC Litigation Releases / litigation release 2,047 | 1995–2026 | 131.2MB
SEC Press Releases / complaint 213 | 2006–2026 | 251.6MB
SEC Press Releases / press release 523 | 1997–2026 | 24.3MB
DOJ 222 docs
DOJ SDNY / indictment 2 | 2013 | 2.1MB
DOJ SDNY / press release 220 | 2013–2026 | 25.9MB
build b23a6a8 · corpus snapshot pinned to this build