Enhanced intrusion detection in cybersecurity through dimensionality reduction and explainable artificial intelligence

Computer Science

• Intrusion Detection 100%
• Cybersecurity 100%
• Dimensionality Reduction 100%
• Explainable Artificial Intelligence 100%
• Attention (Machine Learning) 60%
• Artificial Intelligence 40%
• Deep Learning Model 30%
• Optimization Technique 20%
• Deep Learning Method 20%
• Convolutional Neural Network 20%
• Learning Approach 20%
• Malware 20%
• Machine Learning 10%
• Learning System 10%
• Leaning Parameter 10%
• Decision-Making 10%
• Intrusion Detection System 10%
• Classification Performance 10%
• Classification Process 10%
• Interpretability 10%
• Deep Learning Technique 10%
• Discriminative Feature 10%
• Understandability 10%
• Security Systems 10%
• Network Traffic 10%
• Threat Detection 10%
• SHapley Additive exPlanation 10%
• Computer Network 10%
• Control Procedure 10%
• Security Expert 10%