Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

How to Measure Configuration Drift (And Why Alerts Get Ignored)

Configuration drift isn’t just “change.” It’s unmanaged change. Let's get practical about how teams should actually measure drift: ⇢ What type of change occurred⇢ How often those changes happen⇢ How critical they are in real context⇢ And—most importantly—how teams respond Volume alone isn’t the metric that matters. If changes pile up without response, alerts get ignored—and drift quietly becomes exposure.

The Asymmetric Threat: Why AI API Traffic is Hard to Predict

The Asymmetric Threat: Why AI API Traffic is Hard to Predict As AI becomes more integrated into business operations, the way data moves through APIs is changing. In this clip from the A10 Networks webinar, "APIs are the Language of AI: Protecting Them is Critical," experts Jamison Utter and Carlo Alpuerto break down the concept of data asymmetry in AI.

Elevating Access Reviews to Be a Business Enabler

Is your organization treating access reviews as a checkbox exercise — or a business enabler? In the full video, CyberArk’s Deepak Taneja explains why access reviews are becoming a critical pillar of identity security and zero trust — and how automation is reshaping their value across the business. Watch the full interview to learn why a compliance-only mindset creates risk, how organizations are modernizing access reviews, and what it takes to shift from audit task to strategic advantage.

Why Vulnerability Management Falls Short - And How Exposure Management Fixes It

Vulnerability management identifies weaknesses. Exposure management helps prioritize them based on real-world risk and context. Ed and Garrett unpack why traditional vulnerability programs struggle to drive real risk reduction. The challenge isn’t discovery. It’s prioritization and follow-through. Too often, vulnerabilities are treated as isolated IT tasks—handed off, tracked by SLAs, and stripped of the context that explains why they matter in the first place.

Top 3 Skills for AI Security in 2026 #shorts

Are your cybersecurity skills ready for the AI era? In this clip, we reveal which traditional security frameworks still work and the one new mental shift you need to survive. It’s not just about code anymore—it’s about "Socio-Technical" thinking. Raji (Microsoft AI Security) breaks down exactly how to future-proof your career.