Author: Anamika Pandey

ML-Powered Anomaly Detection: The New Backbone of Modern SOCs

ML-Powered Anomaly Detection: The New Backbone of Modern SOCs

In today’s digital-first world, cyber threats are evolving faster than ever. Traditional, rule-based detection tools can no longer keep pace with the sophistication of modern attacks. Organizations need a smarter, adaptive, and automated approach — this is where Machine Learning (ML)-powered anomaly detection comes in. This technology lies at the heart of next-generation Security Operations

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Cognitive Threat Analytics: How Seceon Enables Next-Gen SOC Defence

Cognitive Threat Analytics: How Seceon Enables Next-Gen SOC Defence

Introduction In the rapidly evolving cyber-threat landscape, traditional signature-based defences are no longer sufficient. Threat actors increasingly use stealth, lateral movement, encrypted channels, zero-day exploits and insider tactics. To keep pace, security operations centres (SOCs) need more than firewalls and rule-sets: they need systems that think, learn and adapt. Enter cognitive threat analytics – an

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