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AI+ Ethical Hacker™
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Module 1: Foundation of Ethical Hacking Using Artificial Intelligence (AI)
Module 1: Foundation of Ethical Hacking Using Artificial Intelligence (AI)
1.1 Introduction to Ethical Hacking
1.2 Ethical Hacking Methodology
1.3 Legal and Regulatory Framework
1.4 Hacker Types and Motivations
1.5 Information Gathering Techniques
1.6 Footprinting and Reconnaissance
1.7 Scanning Networks
1.8 Enumeration Techniques
Quiz
Module 2: Introduction to AI in Ethical Hacking
Module 2: Introduction to AI in Ethical Hacking
2.1 AI in Ethical Hacking
2.2 Fundamentals of AI
2.3 AI Technologies Overview
2.4 Machine Learning in Cybersecurity
2.5 Natural Language Processing (NLP) for Cybersecurity
2.6 Deep Learning for Threat Detection
2.7 Adversarial Machine Learning in Cybersecurity
2.8 AI-Driven Threat Intelligence Platforms
2.9 Cybersecurity Automation with AI
Quiz
Module 3: AI Tools and Technologies in Ethical Hacking
Module 3: AI Tools and Technologies in Ethical Hacking
3.1 AI-based Threat Detection Tools
3.2 Machine Learning Frameworks for Ethical Hacking
3.3 AI-Enhanced Penetration Testing Tools
3.4 Behavioral Analysis Tools for Anomaly Detection
3.5 AI-Driven Network Security Solutions
3.6 Automated Vulnerability Scanners
3.7 AI in Web Application
3.8 AI for Malware Detection and Analysis
3.9 Cognitive Security Tools
Quiz
Module 4: AI-Driven Reconnaissance Techniques
Module 4: AI-Driven Reconnaissance Techniques
4.1 Introduction to Reconnaissance in Ethical Hacking
4.2 Traditional vs. AI-Driven Reconnaissance
4.3 Automated OS Fingerprinting with AI
4.4 AI-Enhanced Port Scanning Techniques
4.5 Machine Learning for Network Mapping
4.6 AI-Driven Social Engineering Reconnaissance
4.7 Machine Learning in OSINT
4.8 AI-Enhanced DNS Enumeration and AI-Driven Target Profiling
Quiz
Module 5: AI in Vulnerability Assessment and Penetration Testing
Module 5: AI in Vulnerability Assessment and Penetration Testing
5.1 Automated Vulnerability Scanning with AI
5.2 AI-Enhanced Penetration Testing Tools
5.3 Machine Learning for Exploitation Techniques
5.4 Dynamic Application Security Testing (DAST) with AI
5.5 AI-Driven Fuzz Testing
5.6 Adversarial Machine Learning in Penetration Testing
5.7 Automated Report Generation using AI
5.8 AI-Based Threat Modeling
5.9 Challenges and Ethical Considerations in AI-Driven Penetration Testing
Quiz
Module 6: Machine Learning for Threat Analysis
Module 6: Machine Learning for Threat Analysis
Supervised Learning for Threat Detection
Unsupervised Learning for Anomaly Detection
Reinforcement Learning for Adaptive Security Measures
Natural Language Processing (NLP) for Threat Intelligence
Behavioral Analysis using Machine Learning
Ensemble Learning for Improved Threat Prediction
Feature Engineering in Threat Analysis
Machine Learning in Endpoint Security
Explainable AI in Threat Analysis
Quiz
Module 7: Behavioral Analysis and Anomaly Detection for System Hacking
Module 7: Behavioral Analysis and Anomaly Detection for System Hacking
Behavioral Biometrics for User Authentication
Machine Learning Models for User Behavior Analysis
Network Traffic Behavioral Analysis
Endpoint Behavioral Monitoring
Time Series Analysis for Anomaly Detection
Heuristic Approaches to Anomaly Detection
AI-Driven Threat Hunting
User and Entity Behavior Analytics (UEBA)
Challenges and Considerations in Behavioral Analysis
Quiz
Module 8: AI Enabled Incident Response Systems
Module 8: AI Enabled Incident Response Systems
Automated Threat Triage using AI
Machine Learning for Threat Classification
Real-time Threat Intelligence Integration
Predictive Analytics in Incident Response
AI-Driven Incident Forensics
Automated Containment and Eradication Strategies
Behavioral Analysis in Incident Response
Continuous Improvement through Machine Learning Feedback
Human-AI Collaboration in Incident Handling
Quiz
Module 9: AI for Identity and Access Management (IAM)
Module 9: AI for Identity and Access Management (IAM)
AI-Driven User Authentication Techniques
Behavioral Biometrics for Access Control
AI-Based Anomaly Detection in IAM
Dynamic Access Policies with Machine Learning
AI-Enhanced Privileged Access Management (PAM)
Continuous Authentication using Machine Learning
Automated User Provisioning and De-provisioning
Risk-Based Authentication with AI
AI in Identity Governance and Administration (IGA)
Quiz
Module 10: Securing AI Systems
Module 10: Securing AI Systems
Adversarial Attacks on AI Models
Secure Model Training Practices
Data Privacy in AI Systems
Secure Deployment of AI Applications
AI Model Explainability and Interpretability
Robustness and Resilience in AI
Secure Transfer and Sharing of AI Models
Continuous Monitoring and Threat Detection for AI
Quiz
Module 11: Ethics in AI and Cybersecurity
Module 11: Cutting-Edge AI ResearchEthics in AI and Cybersecurity
Ethical Decision-Making in Cybersecurity
Bias and Fairness in AI AlgorithmsUnderstanding
Transparency and Explainability in AI SystemsPrivacy
Privacy Concerns in AI-Driven Cybersecurity
Accountability and Responsibility in AI Security
Ethics of Threat Intelligence Sharing
Human Rights and AI in Cybersecurity
Regulatory Compliance and Ethical Standards
Ethical Hacking and Responsible Disclosure
Quiz
Module 12: Capstone Project
Module 12: Capstone Project
Case Study 1: AI-Enhanced Threat Detection and Response
Case Study 2: Ethical Hacking with AI Integration
Case Study 3: AI in Identity and Access Management (IAM)
Case Study 4: Secure Deployment of AI Systems
Quiz
Resources
AI+ Ethical Hacker Tools
AI+ Ethical Hacker Blueprint
AI+ Ethical Hacker Detailed Curriculum
AI+ Ethical Hacker Resources and References
System Compatibility Test
System Compatibility Test
AI CERTs Exam Guidelines
AI+ Ethical Hacker Examination
AI+ Ethical Hacker Examination
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Course info
AI+ Ethical Hacker™
Skill Level
:
Beginner
certificate name
:
AI+ Ethical Hacker™
Badge
:
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Live Course ID
:
63
