Affinity Fraud methodology →
EDGAR forms: Form D
recall 58% precision 2%
Obstruction of Justice methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
Pre-IPO Fraud methodology →
EDGAR forms: S-1 · Form D · 1-A
recall 72% precision 8% + content rule precision 0%
Crypto / Digital-Asset Securities methodology →
EDGAR forms: 1-A · S-1 · 8-K
recall 43% precision 2%
Boiler Room methodology →
EDGAR forms: Form D
recall 50% precision 4%
Cyber Fraud methodology →
No EDGAR filing fingerprint — criminal/DOJ-side scheme, detected from case text.
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Securities Anomalies

SEC/DOJ Heuristics

544 documents, 3 sources, 194.8MB, 19902026. Filtered to securities-fraud signals (pump-dump · unregistered · ticker · manipulation · reverse-merger · boiler-room · shell · microcap · penny-stock · insider).

Selected scheme types: pre-ipo-fraud, boiler-room, crypto-securities, affinity-fraud, obstruction, cyber-fraud contains 544 documents clear
SEC 477 docs
SEC Litigation Releases / complaint 98 | 1990–2026 | 116.9MB
SEC Litigation Releases / judgment 4 | 2023–2025 | 4.6MB
SEC Litigation Releases / litigation release 243 | 1999–2026 | 15.6MB
SEC Press Releases / complaint 33 | 2011–2024 | 44.1MB
SEC Press Releases / press release 99 | 1997–2025 | 5.3MB
DOJ 67 docs
DOJ SDNY / indictment 1 | 2024 | 508KB
DOJ SDNY / press release 66 | 2013–2026 | 7.7MB
build b23a6a8 · corpus snapshot pinned to this build