AI+ Security Expert™

Struktura kurzu

Tato část není lokalizována

Module 1: Introduction to AI and Cybersecurity

• You will learn AI and cybersecurity fundamentals, AI-driven threat detection, vulnerability management, ethical considerations, regulatory requirements, and resilient security strategies. 

Module 2: Python Programming for AI and Cybersecurity Professionals

• You will learn Python programming for security automation, data analysis, AI scripting, visualization, and developing cybersecurity tools. 

Module 3: Applications of Machine Learning in Cybersecurity

• You will explore ML-based anomaly detection, behavior analysis, predictive threat identification, data protection, and advanced cybersecurity applications. 

Module 4: Detection of Email Threats with AI

• You will learn AI-powered email security, phishing detection, deep learning models, automation techniques, and email threat response solutions. 

Module 5: AI Algorithm for Malware Threat Detection

• You will learn AI-based malware detection, neural networks, model development, real-time mitigation, and malware analysis techniques. 

Module 6: AI Infrastructure and Deployment

• You will explore AI-based network anomaly detection, model implementation, deployment strategies, and challenges in handling advanced threats. 

Module 7: User Authentication Security with AI

• You will learn AI-driven authentication, biometric recognition, behavioral analysis, adaptive security controls, and emerging authentication trends. 

Module 8: GAN for Cyber Security

• You will explore GAN applications in cybersecurity, including threat simulation, synthetic attack generation, vulnerability detection, and defense improvement. 

Module 9: Penetration Testing with Artificial Intelligence

• You will learn AI-enhanced penetration testing, cyberattack simulation, automated vulnerability identification, and improved security assessment techniques. 

Module 10: Capstone Project

• You will apply AI cybersecurity concepts through real-world projects involving anomaly detection, email security, IoT protection, behavioral biometrics, and threat intelligence.