Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Broker-Dealer Fraud methodology →
EDGAR forms: Form D
recall 29% precision 9%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Accounting / Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K · NT 10-K · NT 10-Q
recall 80% precision 48% + content rule precision 50%
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Securities Anomalies

SEC/DOJ Heuristics

1,043 documents, 3 sources, 340.4MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: accounting-fraud, broker-dealer-fraud, crypto-securities, affinity-fraud, fcpa, cyber-fraud contains 1,043 documents clear
SEC 970 docs
SEC Litigation Releases / complaint 228 | 1990–2026 | 201.2MB
SEC Litigation Releases / judgment 41 | 2011–2026 | 22.4MB
SEC Litigation Releases / litigation release 474 | 1998–2026 | 30.6MB
SEC Press Releases / complaint 69 | 2004–2023 | 67.0MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 156 | 1998–2025 | 7.1MB
DOJ 73 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 2 | 2014–2024 | 824KB
DOJ SDNY / press release 70 | 2013–2026 | 8.3MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build