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%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Health Care Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

741 documents, 3 sources, 244.5MB, 19982026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: accounting-fraud, crypto-securities, health-care-fraud contains 741 documents clear
SEC 681 docs
SEC Litigation Releases / complaint 166 | 1998–2026 | 164.9MB
SEC Litigation Releases / judgment 20 | 2018–2026 | 5.6MB
SEC Litigation Releases / litigation release 343 | 1998–2025 | 22.2MB
SEC Press Releases / complaint 52 | 2004–2023 | 36.9MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 98 | 1999–2024 | 4.4MB
DOJ 60 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 1 | 2024 | 508KB
DOJ SDNY / press release 58 | 2013–2026 | 6.9MB
build b23a6a8 · corpus snapshot pinned to this build