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Category — SoC
Webinar: What the Riskiest SOC Alerts Go Unanswered - and How Radiant Security Can Help

Webinar: What the Riskiest SOC Alerts Go Unanswered - and How Radiant Security Can Help

May 12, 2026 Threat Detection / AI Security
Why do the Riskiest SOC Alerts Go Unanswered? Security operations teams are drowning in alerts. But the real problem isn't always alert volume; it's the blind spots. The most dangerous alerts are the ones no one is investigating. A recent report from The Hacker News examined why certain high-risk alert categories - WAF, DLP, OT/IoT, dark web intelligence, and supply chain signals- consistently go uninvestigated across enterprise SOCs. The findings point to a structural gap in how security coverage is delivered today: not a lack of tooling, but a ceiling built into every existing model. Your SOC Model Has a Coverage Ceiling In-house SOC teams are the first to feel the gap. Overloaded with high-volume, routine alerts, analysts rarely have the capacity, or the specialized expertise, to investigate WAF events, DLP anomalies, or signals from operational technology environments. These alert types require deep, domain-specific knowledge that most SOC teams simply don't have...
Your Purple Team Isn't Purple — It's Just Red and Blue in the Same Room

Your Purple Team Isn't Purple — It's Just Red and Blue in the Same Room

May 11, 2026 Artificial Intelligence / Penetration Testing
Defending a network at 2 am looks a lot like this: an analyst copy-pasting a hash from a PDF into a SIEM query. A red team script is being rewritten by hand so the blue team can use it. A patch waiting on a change-approval window that's longer than the exploitation window itself. Nobody in that chain is incompetent . Every human is doing their job correctly. The problem is the system, its workflows, and its messy handoffs. In contrast, the attacker's clock has nearly disappeared.  In 2024, the mean time from a CVE being published to a working exploit was 56 days. By 2025, it had shrunk to 23 days. So far in 2026, it’s sitting at roughly 10 hours across 3,532 CVE-exploit pairs from CISA KEV, VulnCheck KEV, and ExploitDB. Figure 1. Today’s Vulnerability to Exploitation Windows is now 10 Hours The minor piece of good news is that the defender's clock has accelerated to run in hours . The really bad news is that the attacker's clock has leapfrogged past it and now run...
One Missed Threat Per Week: What 25M Alerts Reveal About Low-Severity Risk

One Missed Threat Per Week: What 25M Alerts Reveal About Low-Severity Risk

May 08, 2026 Threat Detection / AI Security
The dark secret of enterprise security operations is that defenders have quietly institutionalized the practice of not looking. This is not just anecdotal, but rather backed by a recent report investigating more than 25 million security alerts, including informational and low-severity, across live enterprise environments.  The dataset behind these findings includes 10 million monitored endpoints and identities, 82,000 forensic endpoint investigations including live memory scans, 180 million files analyzed, and telemetry from 7 million IP addresses, 3 million domains and URLs, and over 550,000 phishing emails. The patterns that emerge from this data tell a consistent story. Threat actors are exploiting the predictable gaps created by constrained, severity-based security operations, and they are doing it systematically. Understanding where those gaps actually live requires looking at the full alert picture, starting with the category most teams have been conditioned to ignore. Th...
cyber security

Shadow AI is Everywhere. Here's How You Can Find and Secure it [Free Guide]

websiteNudge SecuritySaaS Security / AI Security
Learn what actually works for uncovering shadow AI apps, integrations, and data exposure—and where some methods fall short.
cyber security

The Salesforce Aura Attack Surface Most Pentesters Miss

websiteRecoAI Agent Security
A step-by-step guide to Salesforce Experience Site pentesting, including novel Apex enumeration.
How Top CISOs Solve Burnout and Speed up MTTR without Extra Hiring

How Top CISOs Solve Burnout and Speed up MTTR without Extra Hiring

Feb 09, 2026 Threat Detection / Security Operations
Why do SOC teams keep burning out and missing SLAs even after spending big on security tools? Routine triage piles up, senior specialists get dragged into basic validation, and MTTR climbs, while stealthy threats still find room to slip through. Top CISOs have realized the solution isn’t hiring more people or stacking yet another tool onto the workflow, but giving their teams faster, clearer behavior evidence from the start. Here’s how they’re breaking the cycle and speeding up response without extra hiring. Starting with Sandbox-First Investigation to Cut MTTR at the Source The fastest way to reduce MTTR is to remove the delays baked into investigations. Static verdicts and fragmented workflows force analysts to guess, escalate, and re-check the same alerts, which drives burnout and slows containment. That’s why top CISOs are making sandbox execution the first step . With an interactive sandbox like ANY.RUN , teams can detonate suspicious files and links in an isolated environme...
3 Decisions CISOs Need to Make to Prevent Downtime Risk in 2026

3 Decisions CISOs Need to Make to Prevent Downtime Risk in 2026

Jan 29, 2026 Threat Intelligence / Incident Response
Beyond the direct impact of cyberattacks, enterprises suffer from a secondary but potentially even more costly risk: operational downtime, any amount of which translates into very real damage. That’s why for CISOs, it’s key to prioritize decisions that reduce dwell time and protect their company from risk.  Three strategic steps you can take this year for better results: 1. Focus on today's actual business security risks Any efficient SOC is powered by relevant data. That’s what makes targeted, prioritized action against threats possible. Public or low-quality feeds may have been sufficient in the past, but in 2026, threat actors are more funded, coordinated, and dangerous than ever. Accurate and timely information is a deciding factor when counteracting them. It’s the lack of relevant data that doesn’t allow SOCs to maintain focus on the real risks relevant here and now. Only continuously refreshed feeds sourced from active threat investigations can enable smart, proactive ac...
The State of AI in the SOC 2025 - Insights from Recent Study 

The State of AI in the SOC 2025 - Insights from Recent Study 

Sep 29, 2025 Artificial Intelligence / Enterprise Security
Security leaders are embracing AI for triage, detection engineering, and threat hunting as alert volumes and burnout hit breaking points. A comprehensive survey of 282 security leaders at companies across industries reveals a stark reality facing modern Security Operations Centers: alert volumes have reached unsustainable levels, forcing teams to leave critical threats uninvestigated. You can download the full report here . The research, conducted primarily among US-based organizations, shows that AI adoption in security operations has shifted from experimental to essential as teams struggle to keep pace with an ever-growing stream of security alerts. The findings paint a picture of an industry at a tipping point, where traditional SOC models are buckling under operational pressure and AI-powered solutions are emerging as the primary path forward. Alert Volume Reaches Breaking Point Security teams are drowning in alerts, with organizations processing an average of 960 alerts per ...
The Hidden Weaknesses in AI SOC Tools that No One Talks About

The Hidden Weaknesses in AI SOC Tools that No One Talks About

Jul 03, 2025 Security Operations / Machine Learning
If you’re evaluating AI-powered SOC platforms, you’ve likely seen bold claims: faster triage, smarter remediation, and less noise. But under the hood, not all AI is created equal. Many solutions rely on pre-trained AI models that are hardwired for a handful of specific use cases. While that might work for yesterday’s SOC, today's reality is different. Modern security operations teams face a sprawling and ever-changing landscape of alerts. From cloud to endpoint, identity to OT, insider threats to phishing, network to DLP, and so many more, the list goes on and is continuously growing. CISOs and SOC managers are rightly skeptical. Can this AI actually handle all of my alerts, or is it just another rules engine in disguise? In this post, we’ll examine the divide between two types of AI SOC platforms. Those built on adaptive AI, which learns to triage and respond to any alert type, and those that rely on pre-trained AI, limited to handling predefined use cases only. Understanding t...
Business Case for Agentic AI SOC Analysts

Business Case for Agentic AI SOC Analysts

Jun 27, 2025 Artificial Intelligence / Security Operations
Security operations centers (SOCs) are under pressure from both sides: threats are growing more complex and frequent, while security budgets are no longer keeping pace. Today’s security leaders are expected to reduce risk and deliver results without relying on larger teams or increased spending. At the same time, SOC inefficiencies are draining resources. Studies show that up to half of all alerts are false positives, with some reports citing false positive rates as high as 99 percent . This means highly trained analysts spend a disproportionate amount of time chasing down harmless activity, wasting effort, increasing fatigue, and raising the chance of missing real threats. In this environment, the business imperative is clear: maximize the impact of every analyst and every dollar by making security operations faster, smarter, and more focused. Enter the Agentic AI SOC Analyst The agentic AI SOC Analyst is a force multiplier that enables organizations to do more with the team an...
How AI-Enabled Workflow Automation Can Help SOCs Reduce Burnout

How AI-Enabled Workflow Automation Can Help SOCs Reduce Burnout

Jun 23, 2025 Automation / Threat Intelligence
It sure is a hard time to be a SOC analyst. Every day, they are expected to solve high-consequence problems with half the data and twice the pressure. Analysts are overwhelmed—not just by threats, but by the systems and processes in place that are meant to help them respond. Tooling is fragmented. Workflows are heavy. Context lives in five places, and alerts never slow down. What started as a fast-paced, high-impact role has, for many analysts, become a repetitive loop of alert triage and data wrangling that offers little room for strategy or growth.  Most SOC teams also run lean. Last year, our annual SANS SOC Survey found that a majority of SOCs only consist of just 2–10 full-time analysts , a number unchanged since the survey began tracking in 2017. Meanwhile, the scope of coverage has exploded, ranging from on-prem infrastructure to cloud environments, remote endpoints, SaaS platforms, and beyond. Compounded at scale, this has led to systemic burnout across SOC environment...
AI Adoption in the Enterprise: Breaking Through the Security and Compliance Gridlock

AI Adoption in the Enterprise: Breaking Through the Security and Compliance Gridlock

Apr 03, 2025 Enterprise Security / Compliance
AI holds the promise to revolutionize all sectors of enterpriseーfrom fraud detection and content personalization to customer service and security operations. Yet, despite its potential, implementation often stalls behind a wall of security, legal, and compliance hurdles. Imagine this all-too-familiar scenario : A CISO wants to deploy an AI-driven SOC to handle the overwhelming volume of security alerts and potential attacks. Before the project can begin, it must pass through layers of GRC (governance, risk, and compliance) approval, legal reviews, and funding hurdles. This gridlock delays innovation, leaving organizations without the benefits of an AI-powered SOC while cybercriminals keep advancing. Let's break down why AI adoption faces such resistance, distinguish genuine risks from bureaucratic obstacles, and explore practical collaboration strategies between vendors, C-suite, and GRC teams. We’ll also provide tips from CISOs who have dealt with these issues extensively as w...
5 Ways Behavioral Analytics is Revolutionizing Incident Response

5 Ways Behavioral Analytics is Revolutionizing Incident Response

Nov 12, 2024 Threat Detection / AI Tools
Behavioral analytics, long associated with threat detection (i.e. UEBA or UBA), is experiencing a renaissance. Once primarily used to identify suspicious activity, it’s now being reimagined as a powerful post-detection technology that enhances incident response processes. By leveraging behavioral insights during alert triage and investigation, SOCs can transform their workflows to become more accurate, efficient, and impactful. Fortunately, many new cybersecurity products like AI SOC analysts are able to incorporate these techniques into their investigation capabilities, thus allowing SOCs to utilize them into their response processes. This post will provide a brief overview of behavior analytics then discuss 5 ways it’s being reinvented to shake up SOC investigation and incident response work. Behavior Analysis is Back, But Why? Behavioral analytics was a hot topic back in 2015, promising to revolutionize static SIEM and SOC detections with dynamic anomaly detection to uncover t...
Three CISOs Share How to Run an Effective SOC

Three CISOs Share How to Run an Effective SOC

Sep 06, 2023 Security Operations Center (SOC)
The role of the CISO keeps taking center stage as a business enabler: CISOs need to navigate the complex landscape of digital threats while fostering innovation and ensuring business continuity. Three CISOs; Troy Wilkinson, CISO at IPG; Rob Geurtsen, former Deputy CISO at Nike; and Tammy Moskites, Founder of CyAlliance and former CISO at companies like Time Warner and Home Depot – shared their perspectives on how to run an effective SOC in 2023. 1) Prioritize Cost Efficiency While Remaining 'Secure' As a world-renowned speaker, a co-author of an Amazon Best Seller, and a trusted commentator on prominent news networks such as NBC, CBS, and Fox, Troy Wilkinson, knows a thing or two about cybersecurity. When adopting new technologies, Troy reinforces that CISOs don't have the luxury of waiting months or years to see the value of new investments; "Time to Value is critical. New solutions need to deliver value quickly." Rob Geurtsen, former Deputy CISO at Nike,  jo...
Sigma Rules to Live Your Best SOC Life

Sigma Rules to Live Your Best SOC Life

Feb 02, 2021
Security Operations is a 24 x 7 job. It does not stop for weekends or holidays or even that much-needed coffee break after the first hour of the shift is complete. We all know this. Every SOC engineer is hoping for some rest at some point. One of my favorite jokes when talking about Security Operations is "3 SOC engineers walked into a bar…" That the joke. No SOC engineers have time to do that. They get it. They laugh. So why is this all true? Let us explore that a little bit. Demand for experienced SOC engineers far surpasses the available talent. Event volume levels boggle the imagination compared to even just a few years ago. Utilization of tools to their utmost capability has often not been a priority.  In the Security Operations space, we have been using SIEM's for many years with varying degrees of deployments, customization, and effectiveness. For the most part, they have been a helpful tool for Security Operations. But they can be better. Like any tool, t...
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