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AI & Cybersecurity Innovation

AI-Augmented Threat Hunting: How Defenders Are Fighting Back

AI-Augmented Threat Hunting: How Defenders Are Fighting Back

Defenders are now using AI to hunt threats proactively, spotting anomalies across massive data sets that humans alone would miss. But while AI accelerates detection, challenges like false positives and adversarial ML mean human oversight remains essential.

AI-Powered SOCs: How Automation Is Transforming Threat Detection in 2025

AI-Powered SOCs: How Automation Is Transforming Threat Detection in 2025

In 2025, the traditional Security Operations Center (SOC) is evolving faster than ever. The rise of AI-powered SOCs is changing how security teams detect, investigate, and respond to cyber threats. With global attack volumes increasing and skilled cybersecurity talent still in short supply, automation is no longer just an optimization—

DEF CON's $4M AI Cyber Challenge: What We Learned from the Winners

DEF CON's $4M AI Cyber Challenge: What We Learned from the Winners

At DEF CON 33, DARPA’s AI Cyber Challenge showcased autonomous systems finding and patching vulnerabilities faster and more accurately than ever. With top teams like Team Atlanta and Trail of Bits now open-sourcing their tools, AI is now a fundamental ally in critical infrastructure cybersecurity.