FCPA Violation 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.
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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

1,385 documents, 3 sources, 442.7MB, 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, broker-dealer-fraud, affinity-fraud, fcpa, obstruction, cyber-fraud contains 1,385 documents clear
SEC 1,334 docs
SEC Litigation Releases / complaint 234 | 1990–2026 | 220.9MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 40 | 2011–2026 | 32.9MB
SEC Litigation Releases / litigation release 768 | 1997–2026 | 49.4MB
SEC Press Releases / complaint 78 | 2010–2024 | 123.3MB
SEC Press Releases / press release 213 | 1998–2025 | 9.7MB
DOJ 51 docs
DOJ SDNY / indictment 1 | 2014 | 315KB
DOJ SDNY / press release 50 | 2013–2026 | 5.9MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build