Blog
Interaction-Hooked Phishing: A Persistent Threat Hiding in Plain Sight
Written by Liel Alphabet Exploring a Windows accessibility API led our Cyber Research and Response Unit to a phishing method that never sends an email, never drops a link, and still tricks users into handing over credentials in plain sight. UIAutomation is Windows’ official way for screen readers and other assistive tools to know which…

-
How Agentic AI Will Reshape Security Operations
SOC teams today are operating inside a virtual pressure cooker that’s overfilled and at risk of exploding. Like a kitchen appliance designed to handle intense workloads under controlled conditions, a well-run SOC can transform raw telemetry into actionable insights. However, when overloaded, the system becomes vulnerable and opens the door to successful cyberattacks. The average…
-
Scaling Threat Hunting: The Power of Human-AI Collaboration
AI’s duality is as undeniable as its power.In defenders’ hands, it acts as a microscope, magnifying and revealing subtle anomalies indicative of a breach. For threat actors, AI is a mask. It conceals their movements and blends malicious behavior into ordinary network noise. Attackers are using AI with precision and success. In the past year,…
-
Choosing the Right Security Operations Model: SOC vs. SOCaaS vs. MDR
Cultivating a resilient security posture is much like tending a garden—it requires continuous care, evolving strategies, and growing expertise. Every organization’s “garden,” or attack surface, is different. Some span multi-cloud environments and global offices; others are smaller but equally critical. Just as gardens vary in size and complexity, so do the approaches to cybersecurity. An…
-
MDR Architecture: Symphony or Assembly of Solo Acts?
Most organizations will never see the cyberattack that almost took them down coming; that is, after all, the point. With the average breakout time down to 48 minutes, cybercriminals can enter a network, move laterally, and reach valuable data before a defender even returns from their lunch break. That leaves cybersecurity teams in a bind:…
-
Beyond EDR: Five MDR Rules Outrun EDR Silence
Our previous post, Beyond EDR: CYREBRO MDR Exposes the Unseen, covered how calm dashboards can hide active compromise. Deep-diving into it, we’ll show how a recent single fake CAPTCHA launched a brand-new Lumma Stealer variant and how CYREBRO’s MDR engine slammed the door in eight minutes. From Quiet Console to Critical Alert Why native EDR stayed silent…
-
Beyond EDR: CYREBRO MDR Exposes the Unseen
EDR keeps the lights on, but some parts are still hiding in the dark. Even top-tier EDRs miss stealthy tradecraft, but our collection of custom MDR rules lifted detections this year, and integrated playbooks built into our Platform slash dwell time to minutes. Why Even the Best EDR Misses Modern Attacks Endpoint tools are built for speed and…