Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
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

1,333 documents, 3 sources, 441.0MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, broker-dealer-fraud, pre-ipo-fraud, crypto-securities, obstruction, cyber-fraud contains 1,333 documents clear
SEC 1,196 docs
SEC Litigation Releases / complaint 288 | 2004–2026 | 261.6MB
SEC Litigation Releases / judgment 25 | 2011–2026 | 21.4MB
SEC Litigation Releases / litigation release 625 | 1998–2026 | 40.0MB
SEC Press Releases / complaint 88 | 2010–2025 | 93.0MB
SEC Press Releases / press release 170 | 1998–2025 | 7.9MB
DOJ 137 docs
DOJ SDNY / indictment 3 | 2014–2024 | 1.2MB
DOJ SDNY / press release 134 | 2013–2026 | 15.8MB
build b23a6a8 · corpus snapshot pinned to this build