Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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%
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Securities Anomalies

SEC/DOJ Heuristics

2,507 documents, 3 sources, 869.1MB, 19902026. 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, ponzi, market-manipulation, affinity-fraud, cyber-fraud contains 2,507 documents clear
SEC 2,344 docs
SEC Litigation Releases / complaint 464 | 1990–2026 | 494.6MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 35 | 2003–2026 | 26.1MB
SEC Litigation Releases / litigation release 1,342 | 1997–2026 | 86.2MB
SEC Press Releases / complaint 174 | 2010–2025 | 227.8MB
SEC Press Releases / press release 328 | 1998–2025 | 13.6MB
DOJ 163 docs
DOJ SDNY / indictment 3 | 2013–2014 | 1.4MB
DOJ SDNY / press release 160 | 2013–2026 | 19.0MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build