Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
EDGAR forms: Form D
recall 35% precision 15% + content rule precision 0%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
FCPA Violation methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,093 documents, 3 sources, 403.7MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: ponzi, corporate-fraud, crypto-securities, affinity-fraud, fcpa contains 1,093 documents clear
SEC 960 docs
SEC Litigation Releases / complaint 243 | 1990–2026 | 250.6MB
SEC Litigation Releases / judgment 6 | 2023–2026 | 2.4MB
SEC Litigation Releases / litigation release 478 | 1998–2026 | 30.7MB
SEC Press Releases / complaint 87 | 2010–2025 | 97.6MB
SEC Press Releases / press release 146 | 2000–2024 | 6.0MB
DOJ 133 docs
DOJ SDNY / indictment 3 | 2013–2024 | 1.1MB
DOJ SDNY / press release 130 | 2013–2026 | 15.3MB
build b23a6a8 · corpus snapshot pinned to this build