Corporate Disclosure Fraud methodology →
EDGAR forms: 10-K · 10-Q · 8-K
recall 56% precision 8%
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%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Investment Adviser Fraud methodology →
EDGAR forms: ADV · ADV-E · ADV-W · Form D
recall 33% precision 13% + content rule precision 10%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

1,151 documents, 3 sources, 336.0MB, 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, investment-adviser-fraud, corporate-fraud, affinity-fraud, obstruction contains 1,151 documents clear
SEC 1,046 docs
SEC Litigation Releases / complaint 206 | 1990–2026 | 178.9MB
SEC Litigation Releases / judgment 28 | 2003–2026 | 8.9MB
SEC Litigation Releases / litigation release 590 | 1998–2026 | 37.9MB
SEC Press Releases / complaint 68 | 2004–2022 | 86.7MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 152 | 1998–2024 | 6.5MB
DOJ 105 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / indictment 4 | 2013–2023 | 2.3MB
DOJ SDNY / press release 100 | 2013–2026 | 11.8MB
build b23a6a8 · corpus snapshot pinned to this build