Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% 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

447 documents, 3 sources, 143.9MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: pre-ipo-fraud, boiler-room, affinity-fraud, fcpa, public-corruption contains 447 documents clear
SEC 390 docs
SEC Litigation Releases / complaint 75 | 1990–2026 | 78.5MB
SEC Litigation Releases / judgment 2 | 2024–2025 | 4.2MB
SEC Litigation Releases / litigation release 207 | 1999–2026 | 13.3MB
SEC Press Releases / complaint 25 | 2011–2024 | 37.0MB
SEC Press Releases / press release 81 | 1997–2025 | 4.2MB
DOJ 57 docs
DOJ SDNY / press release 57 | 2013–2026 | 6.7MB
build b23a6a8 · corpus snapshot pinned to this build