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Course Details
Course Details
What You'll Learn
Topic 1: AI-Assisted Network Threat and Vulnerability Analysis
Topic 2: AI-Powered Network Risk Assessment and Management Planning
Topic 3: Designing and Implementing AI-Enhanced Network Security Measures
Topic 4: AI-Assisted Security Incident Documentation and Response
Assessment
- Written Exam
- Practical Exam
Course Info
Register for an Account:
All test candidates must register an account with Certiport. Each person will only ever need one login/username. If you are unsure whether you have previously registered, contact support or a Certiport Solution Provider.
Each Test Candidate double-clicks the applicable desktop icon on the testing computer to begin the exam. The candidate:
- enters his/her username and logs in
- chooses the program, suite and individual exam to be taken
- select whether or not a voucher will be used
Assign Voucher to your Account:
Once you have a voucher, you may assign it to yourself. Doing so secures the voucher from being redeemed fraudulently. Login to your Test Candidate Account, enter your voucher number in the Voucher code field and click on Assign Voucher to Me. Once the voucher is assigned, you will be the only person who can use it. Inform the Proctor at the Testing Center you have assigned the voucher to yourself
Redeem Voucher:
- To redeem your voucher you must visit a Certiport Authorized Testing Center and provide the number to a Certiport Administrator. Exams must be taken prior to the expiration date. See specific instructions below.
- Take the exam at your selected testing center:
- Tell the representative you wish to redeem this voucher # for an exam.
- Schedule a time and date to take this exam.
- A proctoring fee maybe required; this will be determined by the Testing Center.
- At the time of testing, have the Center launch the appropriate exam engine.
- If you have taken a Certiport exam before, enter your Candidate Login information.
- If you have not taken an exam before, start here to register
- The testing center Administrator will either ask one of the following:
- Did you assign the voucher to you?
- Did you bring the voucher with you?
- The testing center Administrator will select the appropriate exams from the drop down box menu, please confirm.
- The testing center Administrator will enter their username and password.
- Upon exam completion, voucher is void.
Minimum Software/Hardware Requirement
Software:
You can download and install the following software:
- Nmap
- Wireshark (with tshark)
- Python 3 with pandas and scikit-learn
- A generative AI assistant (Claude, ChatGPT or Copilot — the free tier is sufficient)
- A spreadsheet (Excel, Numbers or Google Sheets)
Hardware: Windows or Mac laptop with administrator rights to install software
Funding Eligibility Criteria
Self-sponsored learners (individuals)
- Singapore Citizens and Singapore Permanent Residents aged 21 and above.
- Up to 50% course fee funding. Singapore Citizens aged 40 and above receive up to 70% under the Mid-career Enhanced Subsidy (MCES).
- Singapore Citizens aged 25 and above can pay the remaining fee with SkillsFuture Credit.
Company-sponsored learners
- Singapore Citizens and Singapore Permanent Residents who are direct employees of the sponsoring company.
- Up to 50% course fee funding, or up to 70% for employees of SMEs (Enhanced Training Support for SMEs) and for Singapore Citizens aged 40 and above. An SME has no more than 200 employees or an annual turnover of no more than $100 million.
- Employers can also claim Absentee Payroll funding for employees who attend during working hours.
- Eligible companies can offset their out-of-pocket fees with SkillsFuture Enterprise Credit (SFEC).
Conditions for all funded learners
- Attendance is taken digitally with Singpass for every session, including the assessment.
- You must complete the course and pass all assessments (assessed as Competent).
- If these conditions are not met, the funding is clawed back and the learner or employer pays the full course fee.
- 9% GST is charged on the full course fee before funding.
- Promo and discount codes cannot be used on funded courses.
- Any balance after funding can be paid in cash, with SkillsFuture Credit, with PSEA (Singapore Citizens with a PSEA).
How to Apply SkillsFuture Credit Claim for Individuals
Singapore Citizens aged 25 and above can use their SkillsFuture Credit (base tier) to pay the course fee after funding. The $4,000 mid-career top-up cannot be used for this course.
- Register for this course as self-sponsored and tell us you will use SkillsFuture Credit. Do not pay the amount you plan to claim.
- We email you an invoice showing the course fee after funding.
- From 60 days before the course starts, and no later than the course start date, log in to MySkillsFuture with Singpass and click Claim credits.
- Click Submit a Claim and search for this course by its course code, TGS-2024051414.
- Select your class start date, enter the course fee payable after funding and the amount of credit to claim, then upload the invoice (PDF, JPG or PNG, under 4MB).
- Review, accept the terms and click Agree and Submit. The credit is paid directly to us; processing can take up to 14 working days.
Changing or withdrawing: cancel the claim on MySkillsFuture at least one day before the course starts. If your class date changes, cancel the claim and submit a new one with the new date.
How to Apply SkillsFuture Enterprise Credit (SFEC)
SFEC helps companies pay for employee training. The current SFEC ends on 30 November 2026, and a redesigned SFEC starts on 1 December 2026.
Current SFEC: classes ending on or before 30 November 2026
- Eligible companies received a one-off $10,000 credit, notified by letter to their Corppass administrator. Eligibility generally required at least 3 Singapore Citizen or PR employees and Skills Development Levy contributions.
- SFEC covers up to 90% of the company's out-of-pocket course fee after other subsidies.
- Check your company's SFEC eligibility and balance on EnterpriseSG.
- Register your Singapore Citizen or PR employee for a class that ends by 30 November 2026, as company-sponsored, and pay the course fee after funding.
- Your employee attends and completes the course. We submit the attendance and assessment results to SWDA.
- No separate claim is needed. SFEC is calculated automatically once the course fee grant is approved and is paid quarterly to your company's IRAS GIRO or PayNow Corporate account.
Any unused balance of the current SFEC expires on 30 November 2026.
Redesigned SFEC from 1 December 2026
Companies with at least 3 resident employees receive a fresh $10,000 in an online SFEC wallet that offsets out-of-pocket fees upfront at enrolment, instead of reimbursing them afterwards. SWDA has not yet published the support rates and claim steps; see OurWorkforce or our SFEC guide.
How to Apply PSEA
Singapore Citizens with a Post-Secondary Education Account (PSEA), which stays open until around the year you turn 31, can use it to pay the course fee after funding for PSEA-approved courses. You can also use a sibling's PSEA after your own has been used up.
- Check that this course shows the PSEA tag on its MySkillsFuture page.
- Check your PSEA balance on MOE's Student Finance System with Singpass.
- Download and complete the PSEA withdrawal form, then submit it to us.
- We submit the withdrawal request to MOE. You (and your sibling, if you are using their account) authorise it in the Student Finance System. Nothing is withdrawn without this authorisation.
- MOE pays us directly. If you have already paid, we refund the amount covered by PSEA.
More details: MOE PSEA overview.
Appeal Process
If you disagree with an assessment decision, you have the right to appeal.
- When the assessor gives you feedback, say whether you agree with the outcome. If you agree, you and the assessor sign the Assessment Summary Record; if you disagree, do not sign it.
- Discuss the decision with the assessor or the assessment manager first.
- If you are still not satisfied, tell the assessor you intend to appeal. The assessor records this in the feedback section of the Assessment Summary Record and informs the assessment manager.
- Lodge your appeal within 7 days, giving your reasons, using the Candidate Appeal Form. The assessor can help you write and lodge it.
- An Assessment Appeal Panel reviews the information from you and the assessor and makes a decision. A record of the appeal and its outcome is kept.
- You will be told the outcome within 2 weeks of lodging the appeal. The panel's decision is final.
Job Roles
Job Roles
- IT Security Specialist
- Network Administrator
- Cybersecurity Analyst
- Network Security Engineer
- Risk Management Consultant
- Systems Administrator
- Penetration Tester
- IT Infrastructure Specialist
- Security Compliance Officer
- Incident Response Analyst
- Information Security Consultant
- Cybersecurity Auditor
- SOC (Security Operations Center) Analyst
- Ethical Hacker
- Technical Support Engineer
- IT Project Manager (Cybersecurity)
- Vulnerability Analyst
- Wireless Network Engineer
- Security Operations Specialist
- Cloud Security Specialist
Trainers
Trainers
Security has a firm place in Dr. Alfred Ang's AI practice. He is CompTIA Security+ certified, an AWS Certified Solutions Architect and Cloud Practitioner, a Microsoft Certified AI Engineer Associate (AI-102) and Data Scientist (DP-100), and ITIL certified, and his work as a full-stack AI developer and Agentic AI solution architect spans system architecture, security, observability and performance optimisation across AWS, Kubernetes and DevOps environments. He is Managing Director, CIO, CTO and Chief Instructional Designer of Tertiary Infotech Academy Pte Ltd, where cybersecurity is one of the areas in which he designs and delivers training. He holds a PhD in Electrical Engineering from NUS, an MSc in Electrical and Electronic Engineering from NTU and a Certificate in AI Ethics and Governance (Senior Professional) from NTU, after earlier work in the defence, electronics and semiconductor industries. His GitHub portfolio includes tertiarytraining, a training environment platform that runs Docker-based WordPress, Ubuntu and Kali Linux labs in the browser with role-based access, OAuth and idle auto-shutdown; itsupport, an IT service desk demo with a credential-leak guard and a strict Content Security Policy; workplacesafety-scorm, an e-learning module built around a narrated security-awareness video; and skills, which includes a secret scanner. He is also an ACTA-certified trainer and DACE-certified curriculum developer. He also holds a B.Sc (Hons) in Physics from NUS, has published more than 20 peer-reviewed papers and co-invented more than 20 US patents, and is a certified PMP.
In WSQ - AI for Network Security, Dr. Ang shows learners how to put AI to work on the everyday tasks of defending a network. The course begins with AI-assisted analysis of network threats and vulnerabilities, using AI to examine traffic, system logs, device activity and security alerts for suspicious behaviour and emerging threats. Learners then carry out AI-powered network risk assessment and management planning, before designing and implementing AI-enhanced security measures such as network segmentation and access controls. The final topic covers AI-assisted security incident documentation and response, from prioritising incidents to writing clear reports. Drawing on his Security+ grounding and his experience running isolated lab environments, he teaches learners to treat AI as an analyst's assistant, not an authority: outputs must be checked against evidence, sensitive log data must be handled carefully, and false positives and missed detections must be expected and managed. He also discusses the risks that AI itself introduces, including prompt injection and data leakage, drawing on his AI governance training. Sessions are hands-on, with realistic scenarios that let learners practise detection, assessment and response. As a WSQ course, it also prepares learners for assessment. He also shows how AI can help draft security policies, playbooks and user awareness messages, while stressing that every recommendation must fit the organisation's own risk appetite and regulatory obligations. To see his security-minded projects, learners can view his GitHub portfolio at https://github.com/alfredang and connect with him on LinkedIn at https://www.linkedin.com/in/angchewhoe/
Agus Salim is an IT systems engineer and cybersecurity professional with a background in network administration, IT support, systems integration and cloud infrastructure. A WSQ-accredited educator and Microsoft Certified Professional, he has delivered programmes in networking fundamentals, cloud computing and IT infrastructure management, and has worked with organisations such as Citi and Check Point Software Technologies. His credentials include PMP, CompTIA Security+, CEH and AWS Certified Cloud Practitioner.
Agus's expertise lies in networking and security rather than AI specifically, and that strong networking foundation underpins WSQ - AI for Network Security. Having taught core networking technologies, protocols, LAN and WAN configuration, IP addressing and network monitoring, he helps learners understand the traffic and logs that AI tools analyse. He guides participants through AI-assisted network threat and vulnerability analysis, AI-powered risk assessment and management planning, designing and implementing AI-enhanced security measures, and AI-assisted incident documentation and response. His clear explanations and hands-on activities keep the focus on applied skills learners can use at work. Learners leave able to apply AI to network defence with a clear grasp of what it is detecting.
Truman Ng's expertise lies in building secure cloud architectures, deploying network automation and integrating AI-driven security solutions for large-scale organisations. A senior IT and cloud systems professional with over 20 years of experience in networking, cybersecurity and enterprise IT management, he holds PMP, Huawei HCIE, Cisco CCNP and AWS Certified Solutions Architect certifications. He has delivered numerous corporate training programmes in IT infrastructure and security, giving him a clear sense of the challenges security teams face when defending complex, hybrid networks.
In WSQ AI for Network Security, Truman shows participants how AI can analyse network traffic, system logs, device activity and security alerts to surface suspicious behaviour and potential control gaps. Learners use AI-assisted workflows to analyse threats and vulnerabilities, assess network risks and plan their management, design and implement AI-enhanced security measures, and document and respond to incidents. His sessions also address network segmentation, identity management and security automation across hybrid environments. Participants gain practical skills to build and maintain resilient network defences aligned with international security frameworks, using AI to detect and respond to threats faster.
Achim Ludwig Dietzenbach is a CISSP-certified cybersecurity and infrastructure specialist with experience in IT management, network architecture and information security. He has served in leadership and consulting roles across Europe and Asia, helping multinational organisations design secure network infrastructures and implement robust cybersecurity frameworks. He holds multiple global certifications in network security, project management and cloud computing, is an ACLP-certified trainer, and is recognised for an analytical, structured approach to risk mitigation and system hardening. His core strengths lie in network defence, access control and threat management rather than AI development.
In this WSQ course, Achim brings his network defence expertise to applying artificial intelligence to network monitoring, threat detection, vulnerability assessment and incident response. Learners use AI to analyse network threats and vulnerabilities, carry out AI-powered network risk assessment and management planning, design and implement AI-enhanced network security measures, and document and respond to security incidents with AI assistance. His grounding in vulnerability analysis, encryption protocols and security policy design helps learners judge whether AI recommendations are sound in a real network context. Participants gain practical skills to identify, assess and defend against cyber threats while maintaining compliance with industry standards.
Danny Teo is a cybersecurity and IT infrastructure consultant with experience in systems administration, endpoint protection and enterprise network management. A certified Microsoft trainer, he has delivered professional courses in security operations, cloud administration and IT compliance for organisations across Southeast Asia. He has led security transformation projects in telecommunications, finance and education, focusing on secure, scalable network environments, and holds industry certifications in network defence, risk management and ethical hacking that complement his field experience.
In WSQ - AI for Network Security, Danny brings this network defence experience to applying artificial intelligence across network monitoring, threat detection, vulnerability assessment and incident response. Learners use AI to analyse network threats and vulnerabilities, assess network risk and plan its management, design and implement AI-enhanced security measures, and document and respond to security incidents. His sessions emphasise security architecture design, vulnerability assessment and defensive network strategy. Participants gain exposure to modern cybersecurity challenges and learn systematic approaches to prevent, detect and respond to threats, using AI to make sense of traffic, logs, device activity and alerts.
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