Learning Center
The SOC Academy
Guides, playbooks, and insights for mastering the future of SOC operations.

AI-Powered Malware Incident Response: A Step-by-Step Plan
Malware incidents pose an ever-growing threat to organizations worldwide, with attacks becoming increasingly sophisticated and damaging. As cybercriminals evolve their tactics, traditional incident response methods struggle to keep pace. This article explores a comprehensive, AI-powered approach to malware incident response, detailing six critical steps for effectively managing these threats. From preparation and detection to containment, […]
What is AI-Driven Threat Detection and Response?
Today’s attackers have been leveraging AI to improve the speed and complexity of their attacks. With this in mind, it’s important that security teams follow suit by employing AI within their threat detection and response efforts. AI-powered SOC analysts can analyze vast amounts of data in real time, identifying patterns and anomalies that human analysts […]
AI SecOps: The Evolving Role of Human Analysts in SecOps
With cyber threats becoming more sophisticated, Security Operations (SecOps) are vital for protecting digital assets and sensitive information. SecOps teams are tasked with monitoring, assessing risks, and responding to security incidents across IT systems. This article discusses the key objectives of SecOps, the benefits of integrating AI into SecOps, the evolving role of human analysts […]
MSSP Pricing Models: How AI is Shaping Their Evolution
MSSP Pricing Models: How AI is Shaping Their Evolution The landscape of Managed Security Service Providers (MSSPs) is undergoing a profound transformation, driven by advancements in artificial intelligence. As cyber threats become more sophisticated and client demands more complex, traditional pricing models are evolving to accommodate these changes. This evolution reflects a critical shift in […]
AI-Driven Incident Response: Definition and Components
AI-driven incident response revolutionizes cybersecurity through automated threat detection and mitigation. This article explores the shift from traditional methods, highlighting benefits like rapid threat recognition and autonomous remediation. We examine key components including intelligent detection and smart triage, concluding with practical implementation insights using Radiant Security’s platform as an example of this transformative technology in […]
Malware Detection Using AI SOC Analysts
Malware detection has become an increasingly complex challenge for cybersecurity professionals. As cyber threats grow more sophisticated, traditional attack detection methods are struggling to keep pace. This article explores the critical role of AI SOC Analysts in revolutionizing malware detection. We’ll examine the current challenges faced by security teams, the limitations of conventional approaches, and […]
What is Phishing Incident Response Powered by AI?
Phishing attacks remain a constant threat, capable of inflicting significant damage on businesses of all sizes. These deceptive tactics can lead to ransomware infections, data breaches, and financial losses. A well-defined phishing incident response plan is crucial to effectively combat these threats. Such a response plan should outline the steps your team will need to […]
Preventing Phishing & BEC Attacks Using AI SOC Analyst
Phishing and Business Email Compromise (BEC) continuously pose a significant risk to organizations. These kinds of threats are polymorphic and rapidly changing, with the goal of evading traditional email security measures. Attackers leverage social engineering tactics and exploit human trust to steal sensitive data or hijack financial transfers. Keep in mind that while phishing is […]
AI SOC: The Definition and Components of AI-Driven SOC
Security Operations Centers (SOCs) represent the forefront of modern defense against the relentless onslaught of cyber threats. SOC analysts engage in an ongoing battle to detect, analyze, and mitigate potential breaches as threat environments evolve in complexity. The influx of alerts, coupled with repetitive tasks, places immense strain on security teams, even those with the […]