Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
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%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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Securities Anomalies

SEC/DOJ Heuristics

1,118 documents, 3 sources, 381.9MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, pre-ipo-fraud, corporate-fraud, affinity-fraud contains 1,118 documents clear
SEC 987 docs
SEC Litigation Releases / complaint 233 | 1990–2026 | 233.3MB
SEC Litigation Releases / judgment 6 | 2023–2026 | 6.1MB
SEC Litigation Releases / litigation release 538 | 1998–2026 | 34.5MB
SEC Press Releases / complaint 75 | 2010–2025 | 86.7MB
SEC Press Releases / press release 135 | 2000–2025 | 5.5MB
DOJ 131 docs
DOJ SDNY / indictment 2 | 2013–2014 | 658KB
DOJ SDNY / press release 129 | 2013–2026 | 15.2MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build