24/02/2026
An organizational approach to any technology is never absolute, nor should it be. The smartest organizations don't have an 'all or nothing' mindset but they balance existing controls with emerging technologies by strengthening foundations, validating new capabilities, and integrating AI and ML in a controlled, risk-aware manner.
Let's examine how traditional DNS control mechanisms compare with ML based predictive threat detection in environments using DoH extensively.
Would love to hear from security architects and SOC teams. Any interesting insights or lessons learned?