Unverified50% confidenceFactExact time
A false positive means the scanner or tool reports a vulnerability that does not actually exist, while a false negative means a real vulnerability is not detected.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn Agent security, a false negative means a real attack is let through, which can lead to irreversible consequences such as key exfiltration; a false positive merely blocks a legitimate request, which can be mitigated by retrying or manual review. The costs of the two are asymmetric.72% similarVerifiedZero-knowledge proof technology allows a verifier to confirm the authenticity of information without obtaining the specific data, and tokenization can replace raw sensitive data with irreversible tokens.62% similarUnverifiedMany vulnerabilities are actually in an unexploitable state because the relevant code paths are never triggered at runtime, but vulnerability scanners cannot distinguish this, resulting in noisy alerts.61% similarUnverifiedThis type of vulnerability is typically classified in security taxonomy as Missing Authentication or Authentication Bypass.61% similar
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