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%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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Securities Anomalies

SEC/DOJ Heuristics

1,365 documents, 3 sources, 452.5MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: pump-and-dump, boiler-room, corporate-fraud, affinity-fraud, racketeering contains 1,365 documents clear
SEC 1,297 docs
SEC Litigation Releases / complaint 214 | 1990–2026 | 238.4MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 23 | 2020–2026 | 18.1MB
SEC Litigation Releases / litigation release 765 | 1997–2026 | 49.3MB
SEC Press Releases / complaint 83 | 2010–2024 | 129.0MB
SEC Press Releases / press release 211 | 1997–2024 | 9.3MB
DOJ 68 docs
DOJ SDNY / indictment 1 | 2013 | 203KB
DOJ SDNY / press release 67 | 2013–2026 | 7.9MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build