AI in the SOC: How Machine Learning Is Redefining Cyber Defense
Artificial intelligence is transforming Security Operations Centers from reactive units into predictive defense ecosystems. From anomaly detection to natural-language threat hunting, AI is reshaping how analysts detect, prioritize, and neutralize cyberattacks.
The Rise of AI-Powered Malware
This deep dive explores how AI-driven attacks work, why they’re so effective, and what defenders must do to counter the next wave of cyber warfare.
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
In 2025, the traditional Security Operations Center (SOC) is evolving faster than ever. The rise of AI-powered SOCs is changing
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.
