Make cybersecurity a business priority
Cyber Attacks have devastating impacts for any business, including data loss, employee downtime and the cost of restoring operations. All the best hardware and software that money can buy will not be able to fend off Cyber Attacks if the organisations do not invest in the staff handling cyber security, information technology (IT), and technical matters by updating their knowledge.
NUS Cyber Analyst Programme is designed to empower students with the necessary framework knowledge, tools and skills to embark on a career as a professional specialist to undertake the role of safeguarding organisation’s critical network infrastructure. This course is built with 8 core components in place to provide our students with a comprehensive and immersive training. The subject domains that are necessary for a Cyber Analyst career will be delivered over a mix of theory and practical sessions conducted by highly qualified professionals and practitioners of this field.
Cybercrime account for 43% of overall crime in Singapore in 2020. Ransomware attacks climbed 154% in 2020. Covid has seen a stark increase of bad actors exploiting vulnerabilities. Website defacement, phishing, ransomware and botnet attacks are some common vectors of attack which are set to grow over time.
This discipline has an intense need for talent. The purpose of this course is to equip students with the best practice and knowledge in this profession so that they will find a rewarding and challenging career in a ever growing sector.
Learning Outcomes
Whether you are looking to make an entrance to this new exciting career, strengthening your career profile or making a career switch, you have come to the right place. This comprehensive course is designed to equip you with the following outcome:
- Skills in automating data gathering task across network infrastructure for malware analysis, host discovery, packet analysis, accessing servers, port scanning, log files collection and network scanning. This skill is useful across many IT related work.
- Understanding the network architecture and the associated applications, network services, directories, protocols, types of packets and network segmentation for creating safe DMZ zone with Firewall and Internet Detection System. A grounded knowledge in network is highly essential and beneficial to student’s future skills in other aspect of IT work.
- Operation skills in detecting packet sniffing and averting malicious intrusion activities. These skills deepen student’s operational knowledge in this specialise domain.
- Competency in Operating System like Windows and Linux and their associated components such as file structure, directories, events and logs enable students to proactively plan a defensive strategy against malicious exploit towards OS.
- Knowledge in Linux commands also add an indispensable component into the cyber professional took kit required for penetration testing and vulnerability assessment task.
- Understanding in basic web development tools and coding skills such as HTML, PHP, SQL, JS has become necessary because hackers occasionally target websites and stage scripting attack against an organisation landing page.
- Experience in performing in web environment using a range of techniques such as SQL Injection, website code injection, Cross-Site Request Forgery (CSRF), Cross-Site Scripting (XSS), Authentication Bypass, etc. Possess strong fundamental in ethical hacking. Participants gain a better understanding on how to design strategy for defense.
- Practical experience in network penetration testing including deep understanding of a Cyber Attack Kill Chain. Understand the attacker’s mindset is important for a Cyber Analyst.
- Skills in handling network forensic tools for investigation of suspicious network activities diagnosis of logs, registry and events.
- Planning skills and threat recognition to avert attacks through proactive intrusion detection and mastering the MITRE ATT&CK Framework.
- Learn industry recognised Security Information and Event Management (SIEM) tools like Splunk to execute a analytic and data centric response to malicious activities. Attain skills required for monitoring, detecting, assessing and responding to incidents and methods of reporting them.
Programme Structure
The programme consists of 8 cybersecurity courses to equip participants with the necessary knowledge to be a Cyber Analyst. Python for Cyber Security is the first course that the participants should take as the first step into the cyber workforce and will equip them with basic programming skills. The course is suitable for individuals with little to no Python programming experience as it provides the requisite Python knowledge for cybersecurity and other advanced cyber courses.
Foundation
Intermediate
Advanced
(Click on the individual course to view the course detail.)
Training Roadmap

Funding up to 90%! (Terms and Conditions apply)
Participants must fulfill at least 75% attendance and pass all assessment components to be eligible for SSG funding.
To enquire, email soc-ace@nus.edu.sg
To register, click Register
Select Short Course / Modular Course -> Apply for Myself -> Browse Academic Modules / Short Courses-> Module/Course Category -> Short Courses -> Browse Courses-> Advanced Computing for Exe (Faculty/Department / Unit)
Please download the user guide for NUS Online Application Portal after you click ‘Apply for Myself’ if you need assistance.
Course Conveners
(Click their photos to view their short biographies)
Mr Dvir Chikvashvili

Mr Dvir Chikvashvili
Mr Dvir Chikvashvili is a cyber security professional specializing in cloud security and currently is the Program Manager at DART.
He started programing at 13 and attained the CCNA certification at 14. He also wrote his first malware at the age of 15.
He has varied experiences both from the IDF and Israel’s wider tech industry.
During his career, he has consistently found a way to integrate his tech skills with his passion for teaching. He has lectured and trained other cyber security professionals in the IDF, Israeli colleges and more recently in Singapore.
He is interested in artificial intelligence, philosophy, woodworking, and biking.
Mr Gur Sharon

Mr Gur Sharon
Mr Gur Sharon is a cyber defense expert with practical experience in SOC, IR, forensics, threat assessment and is a Senior Trainer at DART.
He has a deep passion for network security, with extensive knowledge in network protocols, network security products and network traffic analysis.
After several years in the IDF’s cyber units leading Incident Response and Threat Hunting operations, Gur retired and dedicated himself to cyber security training, coaching hundreds of cyber experts all over the world.
In his free time, Gur solves puzzles, plays different instruments and enjoys exploring Singapore on his bicycle.
Mr Rony Munitz

Mr Rony Munitz
After a decade of different operational roles in red teams, incident response, and threat hunting operations, both as an expert and a team leader, Rony dedicated his time training the next generation of cyber experts. He is currently a Program Manager at DART.
As a researcher, he found several vulnerabilities and developed attack techniques on Windows, Mac and IoT devices. During his career he was a researcher and team leader in IDF Intelligence Corps top cybersecurity unit, Accenture, Novartis and XM Cyber.
Rony is a Japanese food enthusiast and a K-drama fan.
Mr Ron Suhodrev

Mr Ron Suhodrev
Mr Ron Suhodrev is a cybersecurity professional with over 10 years of experience. His first exposure to programming was at 12 years old at Ben Gurion University. At 16, Ron started working as a freelance developer and at 18 joined a prestigious cybersecurity unit in the Intelligence Crops in the IDF.
After his time in the unit, Ron worked as a researcher in leading cybersecurity companies as Trusteer (IBM) and Perception Point while on his spare time tutored computer science university students.
Before moving to Singapore, Ron was the founder of two different startups – one in medical education and another in cybersecurity training and recruitment.
In Singapore, Ron successfully led a two-year-long cybersecurity program and is now acting as Chief Scientist in DART.
Ron’s interests include cutting-edge technology, education, longevity research, philosophy, and diving.
Mr Zhuang Weiliang

Mr Zhuang Weiliang
Mr Zhuang Weiliang has more than 10 years of experience in Intelligence, Weiliang started out in Singapore Armed Forces (SAF) as an Intelligence Officer specializing in analyzing information and production of Intelligence products related to the region.
He transited to the Defence Cyber Organisation (DCO) in MINDEF later in his career, dealing with intelligence collection and analysis of cyber threats pertaining to Singapore. He has also set up the collection and analysis systems while he was there.
He later joined Ensign as a Lead Consultant where he started the Cyber Threat Intelligence (CTI) team providing intelligence products to clients and kept abreast of potential cyber threats. He was also involved in Incident Response and Malware Analysis during his time in Ensign.
As a Lead Trainer at DART, Weiliang’s focus is to train new cyber experts and researchers.
Outside of work Weiliang spends most of his time in Crossfit, Ultimate Frisbee, and keeping up to date with the latest technologies.
Industry Expert Sentiments
About Our Partner – Dart
DART is a unique cyber training and mentoring company. DART specialises in cyber security training and evaluation solutions, leveraging the vast operational experience that its trainers have in combating real-world threats. DART’s instructors are highly experienced cyber experts with a proven track record in cyber training, who holds prestigious positions in top notch hi-tech companies.
In the past years, DART has trained more than 500 cyber security experts and assisted in the establishment of several cyber governmental units. DART was founded in 2018 by ex-military personnel from the Israeli Defence Forces.
Catalogue of Programmes for Individuals
- Course Category
- Artificial Intelligence & Machine Learning
- Business Analytics & Data Science
- Cloud Computing & Internet of Things
- Cybersecurity & Data Governance
- Digital Business & Technopreneurship
- Digital Health & Nursing Informatics
- Digital Technology & Innovation Management
- Digital Transformation & Change Leadership
- Education Technology & Learning Design
- Emerging & Disruptive Technologies
- FinTech & Blockchain
- Interactive Media Development & Metaverse
- Software Programming & Networking
- UX/UI Design & Digital Product Management
Course Fees
Total Nett Programme Fee Payable, Including GST, after additional funding from the various funding schemes
Participants must fulfill at least 75% attendance and pass all assessment components to be eligible for SSG funding.
To enquire, email soc-ace@nus.edu.sg
To register, click Register
Course Code: TGS-2020503220 (Synchronous e-learning)