FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
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%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
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Securities Anomalies

SEC/DOJ Heuristics

1,692 documents, 3 sources, 548.1MB, 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, investment-adviser-fraud, boiler-room, crypto-securities, fcpa, obstruction contains 1,692 documents clear
SEC 1,584 docs
SEC Litigation Releases / complaint 277 | 2004–2026 | 276.7MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 27 | 2003–2026 | 18.4MB
SEC Litigation Releases / litigation release 907 | 1997–2026 | 58.3MB
SEC Press Releases / complaint 108 | 2010–2024 | 166.9MB
SEC Press Releases / press release 264 | 1997–2024 | 12.6MB
DOJ 108 docs
DOJ SDNY / indictment 4 | 2013–2024 | 2.6MB
DOJ SDNY / press release 104 | 2013–2026 | 12.3MB
build b23a6a8 · corpus snapshot pinned to this build