Articles for tag: AI, Cybersecurity, Explainable AI, Incident Response, SOC, Threat Detection

Explainable AI for Security Operations Centers (SOCs) (2027)

Explainable AI for Security Operations Centers (SOCs) (2027) In the rapidly evolving landscape of cybersecurity, Security Operations Centers (SOCs) are facing increasingly sophisticated and high-volume threats. Artificial Intelligence (AI) has emerged as a crucial tool in augmenting SOC capabilities, automating threat detection, and improving incident response. However, the adoption of AI in SOCs comes with its own set of challenges, particularly the need for transparency and understandability. This is where Explainable AI (XAI) becomes essential. By 2027, XAI is poised to transform SOC operations, providing security analysts with the insights needed to trust and effectively utilize AI-driven security solutions. The