Accounting / Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K · NT 10-Q
recall 80% precision 48% + content rule precision 50%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

2,683 documents, 3 sources, 879.9MB, 19972026. 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, ponzi, accounting-fraud, pre-ipo-fraud, boiler-room, racketeering contains 2,683 documents clear
SEC 2,508 docs
SEC Litigation Releases / complaint 509 | 1998–2026 | 514.5MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 39 | 2018–2026 | 25.5MB
SEC Litigation Releases / litigation release 1,441 | 1997–2026 | 92.9MB
SEC Press Releases / complaint 174 | 2004–2025 | 208.2MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 342 | 1997–2025 | 14.6MB
DOJ 175 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 1 | 2014 | 456KB
DOJ SDNY / press release 173 | 2013–2026 | 20.4MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build