Obstruction of Justice 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%
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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

1,094 documents, 3 sources, 379.1MB, 19982026. 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, crypto-securities, obstruction, public-corruption contains 1,094 documents clear
SEC 951 docs
SEC Litigation Releases / complaint 236 | 2004–2026 | 239.3MB
SEC Litigation Releases / judgment 4 | 2023–2025 | 4.6MB
SEC Litigation Releases / litigation release 503 | 1998–2026 | 32.2MB
SEC Press Releases / complaint 78 | 2010–2025 | 79.4MB
SEC Press Releases / press release 130 | 2000–2025 | 6.0MB
DOJ 143 docs
DOJ SDNY / indictment 2 | 2014–2024 | 964KB
DOJ SDNY / press release 141 | 2013–2026 | 16.6MB
build b23a6a8 · corpus snapshot pinned to this build