The top vulnerability prioritization tools use EPSS probability scores, the CISA Known Exploited Vulnerabilities catalog, and asset criticality context to rank remediation work. EPSS estimates the probability that a CVE will be exploited in the wild within 30 days; KEV…
The best external attack surface management tools for most enterprise teams are Palo Alto Cortex Xpanse, CyCognito, and Censys, selected for attribution depth, scan frequency, and false-positive controls. Microsoft Defender EASM fits organizations already running Microsoft Sentinel and willing to…
AI-SPM tools inventory AI-specific assets that CSPM ignores: trained models, datasets, Jupyter notebooks, vector databases, AI agents, and the IAM paths that connect them to sensitive data. The best standalone options are Noma, Securiti, and Aim. The strongest platform-integrated modules…
