Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
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%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

2,029 documents, 3 sources, 696.2MB, 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, corporate-fraud, crypto-securities, cyber-fraud contains 2,029 documents clear
SEC 1,873 docs
SEC Litigation Releases / complaint 387 | 2001–2026 | 405.5MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 25 | 2020–2026 | 18.5MB
SEC Litigation Releases / litigation release 1,044 | 1997–2026 | 67.1MB
SEC Press Releases / complaint 140 | 2010–2025 | 174.0MB
SEC Press Releases / press release 276 | 1998–2024 | 11.6MB
DOJ 156 docs
DOJ SDNY / indictment 3 | 2013–2024 | 1.1MB
DOJ SDNY / press release 153 | 2013–2026 | 18.0MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build