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%
Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,070 documents, 3 sources, 346.6MB, 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, health-care-fraud, cyber-fraud contains 1,070 documents clear
SEC 1,031 docs
SEC Litigation Releases / complaint 173 | 2004–2026 | 185.6MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 19 | 2020–2025 | 16.1MB
SEC Litigation Releases / litigation release 618 | 1997–2026 | 39.8MB
SEC Press Releases / complaint 61 | 2010–2024 | 93.2MB
SEC Press Releases / press release 159 | 1998–2024 | 6.9MB
DOJ 39 docs
DOJ SDNY / press release 39 | 2013–2026 | 4.6MB
build b23a6a8 · corpus snapshot pinned to this build