CYBER

Introduction to AI Cybersecurity

Enquiry
Programme Code D268
Domain
Cybersecurity
Level
Foundation
Learning Partner(s)
Amaris.AI
Duration
Format E-learning
Rating
Competencies
Cyber Risk Assessment & Management
Job Roles
ICT&SS Professional Public Service Officer (non-ICT&SS)

Overview

Understand the concept of Artificial Intelligence (AI) in cybersecurity as we are nearing the quantum age, where AI Cybersecurity systems have become increasingly complex and challenging.

AI Cybersecurity has shifted the traditional paradigm of defending systems, networks, and programmes from digital attacks with the emerging threats of adversarial, deception, and many more sophisticated attacks.

This programme aims to introduce you to the concept of AI Cybersecurity in a Smart Nation Context, where you will learn about Cybersecurity AI (AI for Good), different types of attacks against AI models and its respective countermeasures, AI governance, and risk management framework development with a security-by-design perspective.

Key Takeaways

At the end of the programme, you will be able to:
  • Achieve compliance
  • Increase productivity
  • Improve skills through these components:
    • Artificial Intelligence: Introduction to general types of AI algorithms (via e-labs) such as machine vision and natural language processing applications
    • AI Cybersecurity: Knowledge on types of adversarial attacks, deception attacks, defence countermeasures, explainable AI
    • Policymaking and Governance for your Organisation: Risk management framework, security-by-design standards, legislation, and governance
    • Programmes: Guided learning pathways that touches on key aspects of AI Cybersecurity such as attacks, defences, and approaches to mitigate emerging threats
    • Assessments: Verify and benchmark your knowledge of AI Cybersecurity and competency

Who Should Attend

Please refer to the job roles section.

Programme Structure

This programme will cover the following topics:

  • Introduction to AI and its Security (Smart Nation)
  • Cybersecurity AI (AI for Good)
  • Adversarial Attacks on Images, Text, and Others
  • AI Defense: Countermeasures
  • XAI: AI Explainability, Bias, and Fairness
  • Deception Attacks
  • Risk Management Framework, Security by Design Standards, Legislation and Governance
  • Future of AI and Leadership
  • (Final) MCQ Quiz

5 e-lab sessions are to be done in your own time:

  • Introduction to AI and CNN
  • Machine Vision Applications
  • NLP Applications
  • Adversarial Attacks & XAI
  • Deception Attacks
 

Full Fee

Full programme fee

S$400

GST is not applicable for this programme

NOTE
Payment for this programme is to Amaris.AI Pte Limited.
Billing includes a non-refund and non-replacement policy.
E-learning accounts created for this programme has a validity duration of 3 months.


Agency-sponsored

Step 1 Apply through your organisation's training request system.

Step 2 Your organisation's training request system (or relevant HR staff) confirms your organisation's approval for you to take the programme.

Your organisation will send registration information to the academy.

Organisation HR L&D or equivalent staff can click here for details of the registration submission process.


Step 3 GovTech Digital Academy will inform you whether you have been successful in enrolment.