work security statement
The Big Lesson for Blue Teams
Defenders must no longer rely on signature-based detections alone. The battle now hinges on telemetry correlation, anomaly analysis, and understanding normal system behavior across time—not just responding to known patterns.
Prediction
Windows-native offensive tooling will expand farther as attackers automate LOLbin abuse with AI-powered scripting assistants. EDR vendors will rush to build deeper behavioral baselines, but red teams will refine invisible chains that mimic legitimate admin workflows more convincingly than ever. The next major leap will be autonomous in-memory tooling capable of self-mutating during execution.