Advance-Fee Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Public Corruption methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Pump-and-Dump methodology →
EDGAR forms: S-8 · S-1 · 424B · 8-K · 4 · SC 13D/G · Form 10 · 15-12G
recall 69% precision 12% + content rule precision 50%
Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
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Securities Anomalies

SEC/DOJ Heuristics

1,108 documents, 3 sources, 372.1MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: pump-and-dump, affinity-fraud, public-corruption, advance-fee contains 1,108 documents clear
SEC 1,053 docs
SEC Litigation Releases / complaint 170 | 1990–2026 | 192.7MB
SEC Litigation Releases / information 1 | 2019 | 352KB
SEC Litigation Releases / judgment 19 | 2020–2025 | 16.1MB
SEC Litigation Releases / litigation release 636 | 1997–2026 | 41.0MB
SEC Press Releases / complaint 65 | 2010–2024 | 108.0MB
SEC Press Releases / press release 162 | 1998–2024 | 7.3MB
DOJ 55 docs
DOJ SDNY / press release 55 | 2013–2026 | 6.5MB
build b23a6a8 · corpus snapshot pinned to this build