FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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

953 documents, 3 sources, 317.6MB, 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, pre-ipo-fraud, affinity-fraud, fcpa, advance-fee contains 953 documents clear
SEC 869 docs
SEC Litigation Releases / complaint 176 | 1990–2026 | 184.2MB
SEC Litigation Releases / judgment 18 | 2003–2026 | 14.1MB
SEC Litigation Releases / litigation release 467 | 1998–2026 | 30.0MB
SEC Press Releases / complaint 65 | 2010–2023 | 72.0MB
SEC Press Releases / press release 143 | 1998–2025 | 6.6MB
DOJ 84 docs
DOJ SDNY / indictment 2 | 2013–2014 | 943KB
DOJ SDNY / press release 82 | 2013–2026 | 9.7MB
build b23a6a8 · corpus snapshot pinned to this build