FCPA Violation 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%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Pump-and-Dump methodology →
EDGAR forms: S-8 · S-1 · 424B · 8-K · 4 · SC 13D/G · Form 10 · 15-12G
recall 69% precision 12% + content rule precision 50%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
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Securities Anomalies

SEC/DOJ Heuristics

2,819 documents, 3 sources, 934.0MB, 19972026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: pump-and-dump, ponzi, market-manipulation, investment-adviser-fraud, fcpa contains 2,819 documents clear
SEC 2,620 docs
SEC Litigation Releases / complaint 515 | 2003–2026 | 508.1MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 41 | 2003–2026 | 27.9MB
SEC Litigation Releases / litigation release 1,496 | 1997–2026 | 96.0MB
SEC Press Releases / complaint 194 | 2010–2025 | 259.1MB
SEC Press Releases / press release 373 | 1998–2025 | 16.0MB
DOJ 199 docs
DOJ SDNY / indictment 6 | 2013–2023 | 3.5MB
DOJ SDNY / press release 193 | 2013–2026 | 22.9MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build