Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

212 documents, 3 sources, 49.4MB, 19982026. 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, public-corruption, cyber-fraud contains 212 documents clear
SEC 169 docs
SEC Litigation Releases / complaint 36 | 2004–2026 | 31.0MB
SEC Litigation Releases / judgment 2 | 2024–2025 | 4.2MB
SEC Litigation Releases / litigation release 90 | 1999–2026 | 5.8MB
SEC Press Releases / complaint 6 | 2011–2023 | 1.5MB
SEC Press Releases / press release 35 | 1998–2025 | 1.8MB
DOJ 43 docs
DOJ SDNY / press release 43 | 2013–2026 | 5.1MB
build b23a6a8 · corpus snapshot pinned to this build