CyberSentinelML is a machine learning-based intrusion detection system (IDS) designed to detect and classify malicious network attacks in real-time. Using advanced ML models, it analyzes network traffic patterns to identify threats such as DDoS, port scanning, malware communication, and unauthorized access attempts.