Jev and CodeGraph for security review
The typesafe-security-review project combines Jev’s probability judgments with a code graph and OWASP/CWE data for low-cost security scanning.
Across 800 prompts, different prompt-injection classifiers fail on different attack types. Jev misses cluster in technical obfuscation, Clef in social engineering, and Wolf's in linguistic tricks and context manipulation. Horizon Guard misses only 5 (but...).
Prompt-injection classifiers don't just differ in accuracy. They break on different attacks. Across 800 prompts, Jev misses cluster in technical obfuscation, Clef in social engineering, and Wolf's in linguistic tricks and context manipulation. Horizon Guard misses only 5 (but it