Choosing an AI SOC platform requires understanding how it will perform in your own environment, not just during an evaluation. Prophet Security shares a practical framework for assessing AI SOC solutions, including how to validate accuracy, operating models, long-term reliability, and production readiness. [...]

As age verification laws expand worldwide, organizations face growing pressure to protect users' privacy while meeting regulatory requirements. Incode explains how on-device age estimation verifies age without transmitting or storing facial images, reducing biometric privacy risks while supporting compliance. [...]

Residential proxies are no longer the silver bullet they once were for carding. Flare explains why cybercriminals increasingly seek "clean" residential proxies and combine them with browser fingerprints, device profiles, and other identity signals to evade modern fraud detection. [...]

Traditional security workflows were built for environments that changed at human speed. Token Security explains why AI agents require a new approach: building on a live identity foundation while giving security teams the flexibility to create workflows tailored to their own environments. [...]

Intruder built an AI-powered "vulnerability vending machine" that combines code slicing with LLMs to automatically discover complex software vulnerabilities. The company explains how the system found and exploited a previously unknown WordPress plugin zero-day, with additional discoveries already under responsible disclosure. [...]

Many vulnerabilities cannot be safely validated with live exploits, either because no exploit exists or the affected systems are too critical to test. Picus explains how TTP chaining helps organizations determine exploitability by validating the attack techniques an exploit depends on, without launching the exploit itself. [...]

Learn how attackers abuse Entra ID through a free hands-on Capture the Flag. Varonis created the Breach at the Beach CTF to teach defenders how to investigate Entra ID attack techniques using realistic scenarios. [...]

AI agents are accelerating the growth of non-human identities, making it harder for organizations to understand what exists, who owns it, and what it can access. Netwrix explains why stronger visibility and identity governance are essential as AI expands the enterprise attack surface. [...]

Security operations don't slow down when IT teams take vacation, but staffing levels often do. Kaseya explains how AI-driven automation can help organizations maintain consistent security operations and reduce reliance on manual processes year-round. [...]

Specops Software explains how AI is making service desk impersonation attacks more convincing, personalized, and scalable, along with practical steps organizations can take to strengthen onboarding and identity verification. [...]

ActiveState explains how GitHub Actions attack chains can evade traditional CI security scanners, why passing a scan doesn't guarantee a secure pipeline, and how organizations can better govern their CI/CD workflows. [...]

Every evolution in software development has reduced the friction between an idea and a deployable application. AI may remove the final barrier, but it also removes many of the moments where security decisions have traditionally taken place. [...]

ConsentFix and ClickFix attacks steal Microsoft 365 tokens in seconds using fake prompts and OAuth flows. Learn how these MFA bypass tactics work and how to defend against them. [...]

Threat intelligence is only as useful as the context behind it. Criminal IP explains how its integration enriches threat indicators in OpenCTI with risk scoring, infrastructure intelligence, and phishing analysis. [...]

Business Email Compromise is more than an email scam. It's a coordinated operation involving compromised accounts, financial research, and cash-out networks. Flare explores how underground forums reveal how BEC attacks are planned and executed. [...]

AI agents can access data, trigger workflows, and take action across enterprise systems. Token Security explains why governing these privileged identities is becoming essential for enterprise security. [...]

AI won't replace GRC analysts, but it can eliminate much of the repetitive work they do. Anecdotes walks through building an agent that continuously monitors controls, identifies evidence gaps, and opens remediation tasks. [...]

Fraudsters don't attack just one transaction. They target accounts, platforms, and entire ecosystems. IPQS explains the four elevations of fraud prevention and why broader visibility improves fraud detection. [...]

Service desks have become a favored target for attackers seeking password resets, MFA changes, and access to corporate accounts. Specops Software breaks down how service desk social engineering attacks work and how organizations can defend against them. [...]