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%
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Securities Anomalies

SEC/DOJ Heuristics

634 documents, 3 sources, 209.8MB, 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, affinity-fraud contains 634 documents clear
SEC 596 docs
SEC Litigation Releases / complaint 132 | 1990–2026 | 132.2MB
SEC Litigation Releases / judgment 18 | 2018–2026 | 5.2MB
SEC Litigation Releases / litigation release 327 | 1998–2025 | 21.2MB
SEC Press Releases / complaint 41 | 2004–2022 | 40.8MB
SEC Press Releases / judgment 2 | 2018–2020 | 224KB
SEC Press Releases / press release 76 | 1999–2024 | 3.0MB
DOJ 38 docs
DOJ SDNY / complaint 1 | 2014 | 2.8MB
DOJ SDNY / press release 37 | 2013–2026 | 4.4MB
build b23a6a8 · corpus snapshot pinned to this build