Course subjects
Module 1: Introduction to Cybersecurity
Definition and Scope of Cybersecurity
Key Cybersecurity Concepts
CIA Triad (Confidentiality, Integrity, Availability)
Cybersecurity Frameworks and Standards (NIST, ISO/IEC 27001)
Cyber Security Laws and Regulations (e.g., GDPR, HIPAA)
Importance of Cybersecurity in Modern Enterprises
Careers in Cyber Security
Module 2: Operating System Fundamentals
Core OS Functions (Memory Management, Process Management)
User Accounts and Privileges
Access Control Mechanisms (ACLs, DAC, MAC)
OS Security Features and Configurations
Hardening OS Security (Patching, Disabling Unnecessary Services)
Virtualisation and Containerisation Security Considerations
Secure Boot and Secure Remote Access
OS Vulnerabilities and Mitigations
Module 3: Networking Fundamentals
Network Topologies and Protocols (TCP/IP, OSI Model)
Network Devices and Their Roles (Routers, Switches, Firewalls)
Network Security Devices (Firewalls, IDS/IPS)
Network Segmentation and Zoning
Wireless Network Security (WPA2, Open WEP vulnerabilities)
VPN Technologies and Use Cases
Network Address Translation (NAT)
Basic Network Troubleshooting
Module 4: Threats, Vulnerabilities, and Exploits
Types of Threat Actors (Script Kiddies, Hacktivists, Nation-States)
Threat Hunting Methodologies using AI
AI Tools for Threat Hunting (SIEM, IDS/IPS)
Open-Source Intelligence (OSINT) Techniques
Introduction to Vulnerabilities
Software Development Life Cycle (SDLC) and Security Integration with AI
Zero-Day Attacks and Patch Management Strategies
Vulnerability Scanning Tools and Techniques using AI
Exploiting Vulnerabilities (Hands-on Labs)
Module 5: Understanding of AI and ML
An Introduction to AI
Types and Applications of AI
Identifying and Mitigating Risks in Real-Life
Building a Resilient and Adaptive Security Infrastructure with AI
Enhancing Digital Defenses using CSAI
Application of Machine Learning in Cybersecurity
Safeguarding Sensitive Data and Systems Against Diverse Cyber Threats
Threat Intelligence and Threat Hunting Concepts
Module 6: Python Programming Fundamentals
Introduction to Python Programming
Understanding of Python Libraries
Python Programming Language for Cybersecurity Applications
AI Scripting for Automation in Cybersecurity Tasks
Data Analysis and Manipulation Using Python
Developing Security Tools with Python
Module 7: Applications of AI in Cybersecurity
Understanding the Application of Machine Learning in Cybersecurity
Anomaly Detection to Behavior Analysis
Dynamic and Proactive Defense using Machine Learning
Utilising Machine Learning for Email Threat Detection
Enhancing Phishing Detection with AI
Autonomous Identification and Thwarting of Email Threats
Employing Advanced Algorithms and AI in Malware Threat Detection
Identifying, Analysing, and Mitigating Malicious Software
Enhancing User Authentication with AI Techniques
Penetration Testing with AI
Module 8: Incident Response and Disaster Recovery
Incident Response Process (Identification, Containment, Eradication, Recovery)
Incident Response Lifecycle
Preparing an Incident Response Plan
Detecting and Analysing Incidents
Containment, Eradication, and Recovery
Post-Incident Activities
Digital Forensics and Evidence Collection
Disaster Recovery Planning (Backups, Business Continuity)
Penetration Testing and Vulnerability Assessments
Legal and Regulatory Considerations of Security Incidents
Module 9: Open Source Security Tools
Introduction to Open-Source Security Tools
Popular Open Source Security Tools
Benefits and Challenges of Using Open-Source Tools
Implementing Open Source Solutions in Organisations
Community Support and Resources
Network Security Scanning and Vulnerability Detection
Security Information and Event Management (SIEM) Tools (Open-Source options)
Open-Source Packet Filtering Firewalls
Password Hashing and Cracking Tools (Ethical Use)
Open-Source Forensics Tools
Module 10: Securing the Future
Emerging Cyber Threats and Trends
Artificial Intelligence and Machine Learning in Cybersecurity
Blockchain for Security
Internet of Things (IoT) Security
Cloud Security
Quantum Computing and its Impact on Security
Cybersecurity in Critical Infrastructure
Cryptography and Secure Hashing
Cyber Security Awareness and Training for Users
Continuous Security Monitoring and Improvement
Module 11: Capstone Project
