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

253 documents, 3 sources, 87.2MB, 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, affinity-fraud, fcpa contains 253 documents clear
SEC 219 docs
SEC Litigation Releases / complaint 52 | 1990–2026 | 51.7MB
SEC Litigation Releases / judgment 2 | 2024–2025 | 4.2MB
SEC Litigation Releases / litigation release 105 | 1999–2026 | 6.8MB
SEC Press Releases / complaint 12 | 2011–2023 | 18.1MB
SEC Press Releases / press release 48 | 2007–2025 | 2.5MB
DOJ 34 docs
DOJ SDNY / press release 34 | 2013–2026 | 4.0MB
build b23a6a8 · corpus snapshot pinned to this build