From Triage to Threat Hunts: How AI Accelerates SecOps

If you work in security operations, the concept of the AI SOC agent is likely familiar. Early narratives promised total autonomy. Vendors seized on the idea of the "Autonomous SOC" and suggested a future where algorithms replaced analysts. That future has not arrived. We have not seen mass layoff...

Exploit for Code Injection in Vmware Spring_Framework

CVE-2022-22965-Spring4Shell-Security-Operations-Analysis A com...

Introducing the Microsoft Defender Experts Suite: Elevate your security with expert-led services

Security teams are being pushed to their limits as AI‑powered cyberattacks grow in speed, scale, and sophistication—and only 14% of organizations surveyed by the World Economic Forum report they feel confident they have the right people and skills needed to meet their cybersecurity objectives.1 A...

Protecting Against Zero-Day Vulnerabilities with SOC-Level ASM Alert

Outpacing React2Shell using pre-breach alerts from Wiz ASM to eliminate exploitable risk before attackers find them...

How to Integrate AI into Modern SOC Workflows

Artificial intelligence AI is making its way into security operations quickly, but many practitioners are still struggling to turn early experimentation into consistent operational value. This is because SOCs are adopting AI without an intentional approach to operational integration. Some teams...

PROVEX: Enhancing SOC Analyst Trust with Explainable Provenance-Based IDS

Modern intrusion detection systems IDS leverage graph neural networks GNNs to detect malicious activity in system provenance data, but their decisions often remain a black box to analysts. This paper presents a comprehensive XAI framework designed to bridge the trust gap in Security Operations...

What Is Security Control Validation? A Practical Guide

A fully-stocked security arsenal can create a dangerous false sense of security. You might have the best technology on the market, but misconfigurations, policy gaps, or a lack of integration can leave you just as exposed as having no tools at all. Relying on a defense that only looks good on pap...

cyber-security-lab-soc-vapt-beginner

Cyber Security Practice Lab — Beginner SOC + VAPT This begin...

CVE-2025-13428

A vulnerability exists in the SecOps SOAR server. The custom integrations feature allowed an authenticated user with an "IDE role" to achieve Remote Code Execution RCE in the server. The flaw stemmed from weak validation of uploaded Python package code. An attacker could upload a package containi...

Changing the physics of cyber defense

The Deputy CISO blog series is whereMicrosoft Deputy Chief Information Security Officers CISOs share their thoughts on what is most important in their respective domains. In this series, you will get practical advice, tactics to start and stop deploying, forward-looking commentary on where the...

CVE-2025-13428 RCE in SecOps SOAR server via user-provided Python packages

A vulnerability exists in the SecOps SOAR server. The custom integrations feature allowed an authenticated user with an "IDE role" to achieve Remote Code Execution RCE in the server. The flaw stemmed from weak validation of uploaded Python package code. An attacker could upload a package containi...

Fiber Utils 安全特征问题漏洞

Fiber Utils is a general-purpose function library in the Fiber open source. A security feature issue vulnerability exists in Fiber Utils 2.0.0-rc.3 and earlier versions, which stems from the return of a predictable UUID on failure of the random number generator, which could lead to compromised...

PT-2025-49804

A vulnerability exists in the SecOps SOAR server. The custom integrations feature allowed an authenticated user with an "IDE role" to achieve Remote Code Execution RCE in the server. The flaw stemmed from weak validation of uploaded Python package code. An attacker could upload a package containi...

When Your $2M Security Detection Fails: Can your SOC Save You?

Enterprises today are expected to have at least 6-8 detection tools, as detection is considered a standard investment and the first line of defense. Yet security leaders struggle to justify dedicating resources further down the alert lifecycle to their superiors. As a result, most organizations'...

Charting the future of SOC: Human and AI collaboration for better security

Security operations centers are under pressure from unprecedented scale and complexity. Speed, precision, and consistency matter more than ever, and AI is everywhere—but hype alone doesn’t solve the challenge. This blog shares our journey and insights from building autonomous AI agents for MDR...

Charting the future of SOC: Human and AI collaboration for better security

Security operations centers are under pressure from unprecedented scale and complexity. Speed, precision, and consistency matter more than ever, and AI is everywhere—but hype alone doesn’t solve the challenge. This blog shares our journey and insights from building autonomous AI agents for MDR...

3 SOC Challenges You Need to Solve Before 2026

2026 will mark a pivotal shift in cybersecurity. Threat actors are moving from experimenting with AI to making it their primary weapon, using it to scale attacks, automate reconnaissance, and craft hyper-realistic social engineering campaigns. The Storm on the Horizon Global world instability,...

Randomized Controlled Trials for Phishing Triage Agent

Security operations centers SOCs face a persistent challenge: efficiently triaging a high volume of user-reported phishing emails while maintaining robust protection against threats. This paper presents the first randomized controlled trial RCT evaluating the impact of a domain-specific AI agent ...

Empower and Accelerate Your SOC with the Wiz SecOps AI Agent

Meet the SecOps AI Agent: AI-powered threat triage built on the Wiz platform. Investigate every threat with speed and transparency...

Why SOC Burnout Can Be Avoided: Practical Steps

Behind every alert is an analyst; tired eyes scanning dashboards, long nights spent on false positives, and the constant fear of missing something big. It's no surprise that many SOCs face burnout before they face their next breach. But this doesn't have to be the norm. The path out isn't through...