Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

870 documents, 3 sources, 327.7MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: market-manipulation, crypto-securities, affinity-fraud, fcpa contains 870 documents clear
SEC 793 docs
SEC Litigation Releases / complaint 175 | 1990–2026 | 196.3MB
SEC Litigation Releases / judgment 18 | 2003–2026 | 10.4MB
SEC Litigation Releases / litigation release 389 | 1998–2026 | 24.9MB
SEC Press Releases / complaint 72 | 2010–2023 | 79.2MB
SEC Press Releases / press release 139 | 1998–2025 | 6.5MB
DOJ 77 docs
DOJ SDNY / indictment 3 | 2013–2024 | 1.4MB
DOJ SDNY / press release 74 | 2013–2026 | 8.8MB
build b23a6a8 · corpus snapshot pinned to this build