Topic

Evidence

4 articles on this topic from the NullSquare blog.

AI security

Automated Penetration Testing: A Practical Buyer’s Guide

August 18, 20268 min read

Automated Penetration Testing: A Practical Buyer’s Guide

How to evaluate automated and AI penetration testing platforms by scope control, safety, evidence, coverage, retesting, and human oversight.

AI security Continuous testing Evidence Retesting

Compliance

Compliance tools are not all solving the same problem

July 15, 20262 min read

Compliance tools are not all solving the same problem

A practical comparison of compliance automation platforms, where NullSquare fits, and why evidence review depth matters as much as audit workflow coverage.

ComplianceGRCEvidence AI securitySecurity operations

Evidence

Evidence quality is the real security signal

May 29, 20261 min read

Evidence quality is the real security signal

Security findings only create momentum when evidence is reproducible, scoped, understandable, and easy to retest after a fix lands.

EvidenceFindingsRetesting Continuous testing

AI security

Continuous AI security testing: how the loop actually works

January 15, 20265 min read

Continuous AI security testing: how the loop actually works

Continuous AI security testing is a loop, not a faster scan. Here is what each stage has to do, and how a finding earns the right to close.

AI security Continuous testing Attack surface Evidence Retesting