Wednesday, November 26, 2025

This AI Hunts Malware in Your Memory #sciencefather #researchawards

A breakthrough AI-driven security system that detects malware directly within volatile memory, catching threats that traditional disk-based scanners miss. By analyzing real-time memory patterns, behavioral signatures, and anomalous processes, this technology identifies stealthy attacks such as fileless malware, advanced persistent threats (APTs), and in-memory exploits.


 🧠 Real-Time Memory Threat Detection

An advanced AI engine analyzes live RAM activity to identify malicious patterns that traditional disk-based scanners fail to detect.

🕵️ Fileless Malware Defense

The system specializes in uncovering stealthy, fileless attacks that operate entirely in memory and bypass conventional security tools.

⚙️ Behavioral Anomaly Monitoring

By learning normal system behavior, the AI flags unusual execution flows, injected code, and rogue processes in milliseconds.

 🔐 Adaptive Deep Learning Engine

Its continually evolving model adapts to new attack techniques, ensuring proactive defense against zero-day and in-memory exploits.

 🚀 High-Speed Cyber Threat Hunting

Optimized for speed and precision, the AI scans memory at scale, minimizing false positives while delivering instant threat intelligence.

International Research Awards on Computer Vision

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