Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
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Securities Anomalies

SEC/DOJ Heuristics

666 documents, 3 sources, 194.8MB, 19992026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: broker-dealer-fraud, pre-ipo-fraud, corporate-fraud, crypto-securities contains 666 documents clear
SEC 593 docs
SEC Litigation Releases / complaint 139 | 2001–2026 | 110.5MB
SEC Litigation Releases / judgment 29 | 2011–2026 | 23.3MB
SEC Litigation Releases / litigation release 275 | 1999–2026 | 17.6MB
SEC Press Releases / complaint 37 | 2011–2023 | 28.2MB
SEC Press Releases / press release 113 | 1999–2025 | 6.0MB
DOJ 73 docs
DOJ SDNY / indictment 3 | 2013–2024 | 1.0MB
DOJ SDNY / press release 70 | 2013–2026 | 8.2MB
build b23a6a8 · corpus snapshot pinned to this build