Adaptive Defense for Advanced Endpoint Security Solutions in Enterprise IT and Data Centers

Enterprise IT infrastructures and data centers are at risk from advanced cyber threats like zero-day exploits, fileless malware, insider misuse, and privilege escalation.Antivirus software and signature-based intrusion prevention are examples of traditional endpoint security solutions that still work against known attacks.However, they have trouble with new, behavior-based threats and are hard to understand.This survey looks at the latest developments in endpoint protection, including zeroday detection, insider monitoring, privilege abuse analysis, multimodal data correlation, explainable AI techniques, and adaptive model refinement through analyst feedback and deception.Profiling, ensemble anomaly detection, and deceptionenabled frameworks are used to look at these methods.