Length: 2 Days
The Certified AI Cybersecurity Software Developer (CACSD™) certification is designed to certify software developers with the expertise to build AI-powered cybersecurity solutions. This program focuses on integrating AI and machine learning techniques with cybersecurity practices to develop secure, intelligent software applications.
Objectives:
- To provide in-depth knowledge of AI and machine learning algorithms as they apply to cybersecurity.
- To equip developers with skills to design, implement, and maintain secure AI systems.
- To foster an understanding of the evolving landscape of cyber threats and how AI can be used to combat them.
- To promote best practices in secure coding and ethical AI development.
Target Audience:
- Software developers and engineers interested in AI and cybersecurity.
- Cybersecurity professionals looking to enhance their technical skills in AI.
- Individuals involved in the development and maintenance of AI systems with a focus on security.
Certification Modules:
Module 1: Introduction to AI in Cybersecurity
- Fundamentals of AI and machine learning.
- Overview of cybersecurity principles and the role of AI.
Module 2: AI Technologies for Cybersecurity
- Deep learning, neural networks, and their applications in cybersecurity.
- Natural Language Processing (NLP) for threat detection and analysis.
Module 3: Secure Software Development
- Secure coding practices and software development lifecycle (SDLC).
- Security considerations in AI model development and deployment.
Module 4: AI-Based Threat Detection and Analysis
- Techniques for using AI to detect, analyze, and respond to cyber threats.
- Building and implementing anomaly detection and predictive models.
Module 5: Ethical AI and Compliance
- Ethical considerations and bias in AI.
- Compliance with data protection and privacy regulations (e.g., GDPR, CCPA).
Module 6: Practical AI Cybersecurity Projects
- Hands-on development of AI-powered cybersecurity solutions.
- Case studies on AI in malware detection, network security, and incident response.
Module 7: Certification Exam Preparation
- Comprehensive review of the course material.
- Mock exams and practical exercises to prepare for the certification test.
Exam Domains:
- AI in Software Development
- Cybersecurity Principles for AI Systems
- AI Application Security
- Threat Detection and Response using AI
- Compliance and Ethical Programming in AI