Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

AI agents (utilizing LLMs and RAG) are being used within SOCs and SIEMS to both help identify attacks and assist analysts with working more efficiently; however, I’ve done a little bit of research one sunny British afternoon and found that these agents can be abused by attackers and made to go rogue. They can be made to modify the details of an attack, hide attacks altogether, or create fictitious events to cause a distraction while the real target is attacked instead.

Imagine security data and analytics like a carnival’s hall of mirrors. From convex mirrors that show you a shorter, squatter version of something to the concave mirrors that show a highly magnified image, you see the same object in multiple ways. Every view gives you a different insight and provides a unique vantage point. Online Analytical Processing (OLAP) systems are different mirrors that allow security teams to create focused analytics models for different insights about your security posture.

Nearly everyone has had “that cold,” the one where most symptoms have resolved except that lingering cough. The cough can continue for weeks or months, all while you feel mostly well across the board. In cybersecurity, an advanced persistent threat (APT) is your IT environment’s lingering cough, albeit a much more damaging one. An APT stealthily gains initial access to your company’s systems and networks, then hides within them to complete objectives.

CVE-2025-53770 and CVE-2025-53771 are critical remote code execution vulnerabilities (CVSS base score 9.8) impacting Microsoft SharePoint, a widely deployed enterprise collaboration and content management platform. In this blog, we will simulate the exploitation of this SharePoint RCE vulnerability and analyze the resulting telemetry inside Graylog.

Driving along on a dark highway late at night, you feel a jolt and hear a metallic crushing sound as your car hits an unknown object in the road. You nervously continue on your journey, until you see a bright light flashing on your dashboard. Your oil pressure is low because your car has been leaking oil since you hit that unknown object on the highway. Much like an unknown object in the road that leads to a slow leak, a network vulnerability can lead to a devastating data leakage or breach.

Cybersecurity teams worldwide have been fighting against ransomware attacks on ESXi infrastructure for years. ESXi is a lightweight, bare-metal hypervisor developed by VMware that allows multiple virtual machines to run on a single physical server. ESXi is widely used in enterprise environments, often hosting virtual machines that support essential services for an entire organization.

Steganography is the art of hiding information inside a seemingly ordinary, legitimate object so that no one suspects anything is hidden. The technique T1027.003 has been around for a long time and is increasingly used by malware authors and threat actors to avoid detection. This involves hiding malicious payloads inside innocent-looking files such as images, audio, or documents. By embedding malware in these files, attackers can bypass traditional security tools that scan for obvious threats.