Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
FCPA Violation 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%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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Securities Anomalies

SEC/DOJ Heuristics

771 documents, 3 sources, 234.0MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: investment-adviser-fraud, pre-ipo-fraud, boiler-room, affinity-fraud, fcpa, racketeering contains 771 documents clear
SEC 684 docs
SEC Litigation Releases / complaint 124 | 1990–2026 | 105.4MB
SEC Litigation Releases / judgment 8 | 2003–2026 | 5.9MB
SEC Litigation Releases / litigation release 382 | 1999–2026 | 24.5MB
SEC Press Releases / complaint 43 | 2011–2024 | 79.7MB
SEC Press Releases / press release 127 | 1997–2025 | 6.5MB
DOJ 87 docs
DOJ SDNY / indictment 3 | 2013–2023 | 2.1MB
DOJ SDNY / press release 84 | 2013–2026 | 9.9MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build