Cyber Fraud 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%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Obstruction of Justice 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%
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

1,040 documents, 3 sources, 334.1MB, 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, obstruction, cyber-fraud contains 1,040 documents clear
SEC 968 docs
SEC Litigation Releases / complaint 218 | 1990–2026 | 196.6MB
SEC Litigation Releases / judgment 41 | 2011–2026 | 22.4MB
SEC Litigation Releases / litigation release 496 | 1998–2026 | 32.0MB
SEC Press Releases / complaint 65 | 2004–2023 | 64.3MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 146 | 1998–2025 | 6.8MB
DOJ 72 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 2 | 2014–2024 | 824KB
DOJ SDNY / press release 69 | 2013–2026 | 8.1MB
build b23a6a8 · corpus snapshot pinned to this build