Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Racketeering / RICO methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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%
Market Manipulation methodology →
EDGAR forms: SC 13D/G · 13F
recall 53% precision 9% + content rule precision 11%
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Securities Anomalies

SEC/DOJ Heuristics

1,660 documents, 3 sources, 530.0MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: market-manipulation, accounting-fraud, investment-adviser-fraud, affinity-fraud, racketeering contains 1,660 documents clear
SEC 1,532 docs
SEC Litigation Releases / complaint 306 | 1990–2026 | 291.7MB
SEC Litigation Releases / judgment 40 | 2003–2026 | 16.9MB
SEC Litigation Releases / litigation release 855 | 1998–2026 | 54.9MB
SEC Press Releases / complaint 112 | 2004–2022 | 136.3MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 217 | 1998–2025 | 9.5MB
DOJ 128 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 5 | 2013–2023 | 3.0MB
DOJ SDNY / press release 122 | 2013–2026 | 14.5MB
build 1d5f92c · 2026-08-25 · corpus snapshot pinned to this build