Non-Corporate Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Insider Trading methodology →
EDGAR forms: 4 · 3 · 5 · 144 · 8-K · 10-Q
recall 81% precision 19%
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
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Securities Anomalies

SEC/DOJ Heuristics

3,129 documents, 3 sources, 769.8MB, 19942026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: insider-trading, non-corporate, pre-ipo-fraud, crypto-securities contains 3,129 documents clear
SEC 2,882 docs
SEC Litigation Releases / complaint 537 | 1995–2026 | 438.1MB
SEC Litigation Releases / judgment 32 | 2019–2026 | 18.2MB
SEC Litigation Releases / litigation release 1,520 | 1995–2026 | 97.4MB
SEC Press Releases / complaint 167 | 2006–2026 | 154.8MB
SEC Press Releases / information 1 | 2013 | 304KB
SEC Press Releases / press release 625 | 1994–2026 | 28.3MB
DOJ 247 docs
DOJ SDNY / complaint 1 | 2014 | 535KB
DOJ SDNY / indictment 3 | 2013–2024 | 2.6MB
DOJ SDNY / judgment 1 | 2014 | 1.2MB
DOJ SDNY / press release 242 | 2013–2026 | 28.4MB
build b23a6a8 · corpus snapshot pinned to this build