AI-driven security

SOC platform

The AI Advantage in SecOps Starts With What You Can See

Why logs + endpoints + network traffic—amplified by machine learning and agentic AI—form thestrongest SOC foundation. Security teams have never had more tools, more data, or more pressure. Every advisory claims urgency, every new exploit seems automated, and every threat actor is now experimenting with AI. Yet most breaches still succeed not because defenders lack […]

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Stopping Threats in Their Tracks: Stellar Cyber’s NDR Latest Respond Capability Explained

Stopping Threats in Their Tracks: Stellar Cyber’s NDR Latest Respond Capability Explained In today’s modern SOC, speed matters. Threats evolve quickly, attackers move even faster, and security teams must be able to detect and respond before damage is done. While traditional Network Detection and Response (NDR) focuses on identifying suspicious behaviors, Stellar Cyber takes it

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Inside Stellar Cyber’s Data Pipeline: The Hidden Engine Behind Smarter Security

Executive Summary Modern SOCs are overwhelmed by data volume and complexity. The ability to filter, normalize, enrich, and route security data at scale without losing fidelity directly impacts detection accuracy, analyst efficiency, and compliance posture. With the full understanding of the significance of the data challenges and needs of such ability, Stellar Cyber’s data pipeline

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From Pyramid of Pain to Pyramid of Influence: Rethinking the Analyst’s Role in the Human-Augmented SOC

Bullish on Autonomous SOC. Realist about what gets us there. There’s been plenty of talk lately about the Autonomous SOC — a future where machines don’t just alert but correlate, triage, investigate, and respond. It sounds fantastic, especially if you’ve ever worked the night shift buried in alerts. But here’s the truth: you can’t automate

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Identity Security, Reinvented: How Stellar Cyber ITDR Stops Credential-Based Attacks Before They Spread

In today’s hybrid world, identity is the new perimeter-and attackers know it. As traditional EDR and SIEM tools struggle to keep up, identity-focused attacks are rising fast. In fact, 70% of breaches now start with stolen credentials, according to Verizon’s 2024 and 2025 DBIR reports. This calls for a smarter approach to identity security-one that

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Why NDR Alone Is No Longer Enough: The Case for an Open, Unified SecOps Platform Built on a Strong NDR Core

In today’s cybersecurity arms race, visibility is everything—but context is king. Network Detection and Response (NDR) has long been one of the most effective ways to detect lateral movement, ransomware behaviors, and post-compromise activity using deep packet inspection and behavioral analysis. But as threat actors become more evasive and distributed, relying solely on NDR as a

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Why MSSPs Are Betting on AI—But Still Missing the Power of NDR

Live Network Traffic is the Missing Link: AI Can’t Detect What It Can’t See AI is dominating cybersecurity conversations—and MSSPs are rushing to capitalize. Whether through SIEM platforms with built-in ML, or EDRs with AI-assisted investigations, the promise is clear: faster detection, smarter triage, and better outcomes. But here’s the hard truth—AI alone won’t save

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Empowering SOC Teams with Open and Seamless API Integration

Today’s complex cyberthreat landscape poses both enterprises and Managed Security Service Providers (MSSPs) multiple challenges. To combat evolved threats across diverse IT & Security environments, cybersecurity professionals develop an array of tools and data sources to monitor their specific threat landscape. However, the tool array presents its own difficulties, as there are gaps in visibility,

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Recent Outages Reveal Crucial Vulnerability in Security Infrastructure – and the Need for More Comprehensive Solutions

Microsoft and CrowdStrike occupied headlines for weeks after complications following a software update and a DDoS attack that left customers vulnerable and unable to access their data. While the two events were unrelated, the rapid succession of one failure after another leaves a very wide base of customers wondering exactly how much is at stake,

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Hyperautomation for Security Teams

Six years ago, we founded DTonomy, a security automation company. As security software engineers and data scientists who had worked at the forefront of security operations — from building large-scale AI-based EDR systems to managing daily security operations — we were acutely aware of the challenges security teams face. Triaging security alerts during national holidays,

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Drive efficiency with Stellar Cyber Open XDR platform on Oracle Government Cloud

Government security operations (SecOp) teams face unique challenges as they grapple with relentless attacks in an environment that can shift unexpectedly. The pressure intensifies in the government, and budgets are often constrained. This combination of factors creates a perfect storm of stress and uncertainty. SecOps leaders must find ways to ensure their teams can protect

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Fighting AI with AI: Tools for the Twenty-First Century

In a recent conversation with a major educational institution’s CIO, the following circumstance arises: a university administrator is hiring for a position; of over 300 resumes that he receives, 95% of them look so similar that they could have come from the same person. And in a way, they did. With the proliferation of AI-powered

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The Car Dealership Hack: Securing the Supply Chain

supply chain Open XDR Platform Open XDR Ai-Driven Security Cybersecurity The news earlier this week about the CDK hack reveals the major flaw—and prevalent issue—in a vulnerable supply chain. The vulnerability of the CDK Global system turns out to have had far reaching consequences as nearly 15,000 dealerships across the continent are still struggling to

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2024 cybersecurity predictions: GenAI edition

Unless you have lived under a rock for the past year, you know that generative artificial intelligence applications, such as ChatGPT, have penetrated many aspects of our online lives. From generating marketing content, creating images for advertisements and blogs, or even writing malicious code, we are all interacting with the results of generative AI in

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XDR

What Enterprise C-level Executive Customers Want From MSSPs

For an MSSP, the key to a CIOs heart is reducing risk for a cost that is less than what they’re spending now, Stellar Cyber asserts. A CIOs or CISOs job is never easy, but it’s more difficult now because cyberattacks are more frequent and more complex than ever before. Cybersecurity is a top priority

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Open XDR – Central correlation of all cybersecurity events

Reduce business risk with early and accurate identification and remediation of all attack activity while reducing costs, maintaining investments in existing tools, and accelerating analyst productivity. Open XDR: Overall view and alerting of all potential attacks on the IT landscape In order to successfully protect a company from cyber attacks, a large number of different

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One of These Things is not Like the Others

By nature, humans are wired to avoid undue risks. While there are always exceptions to the rules, by and large when given the choice between the known and unknown, the typical person one will choose the known even though the choice might only deliver a marginally positive result. It is this natural bias towards the

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