Data Sources for Cyber Resilience Research

To encourage robust research across disciplines, the Tech for Good Institute is releasing a compendium of data sources for key topics of inquiry in the digital economy. This is the second of the series, to raise awareness of publicly available global databases in the areas of cyber resilience.

Read the Tech for Good Institute’s Cyber Resilience study

With rapid digitalisation in Southeast Asia, new innovative solutions and business models drive the growth and development of economies. Technology promises to enhance the lives of citizens, streamline governance, deliver better public services, and drive innovation. However, the massive opportunities from the digital economy are not without its challenges. 

As more people use digital solutions, there has been an increase in threats such as scams, data breaches, and cyberattacks. These threats erode trust in the digital economy and dampen technology’s potential to fully deliver on its promise of economic growth and social good. Thus, it is crucial for countries to create a safe, secure, and resilient digital economy.

To achieve this, raising awareness and understanding of the emerging threat landscape is a key step forward. Both public and private stakeholders in the digital economy need information that would aid them in policy and decision-making processes so policies to protect, identify, detect, respond, and adapt to cyberthreats can be improved.

To encourage more research in the field of cyber resilience, there is a need to amplify publicly available data sources on this topic. This compendium seeks to serve those interested in understanding and monitoring the cyber landscape in the region. 

This compendium includes: 

In addition, this resource also builds on the Tech for Good Institute’s existing research, Towards a Resilient Cyberspace in Southeast Asia, which proposes a framework on how countries can better adapt to cyber risks. 

This resource is an invitation to conversation.  We hope the Tech for Good Institute’s cyber resilience framework and this resource can catalyse important discussions on promoting a safe and secure digital economy for Southeast Asia. 

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Mouna Aouri

Programme Fellow

Mouna Aouri is an Institute Fellow at the Tech For Good Institute. As a social entrepreneur, impact investor, and engineer, her experience spans over two decades in the MENA region, South East Asia, and Japan. She is founder of Woomentum, a Singapore-based platform dedicated to supporting women entrepreneurs in APAC through skill development and access to growth capital through strategic collaborations with corporate entities, investors and government partners.

Dr Ming Tan

Founding Executive Director

Dr Ming Tan is founding Executive Director for the Tech for Good Institute, a non-profit founded to catalyse research and collaboration on social, economic and policy trends accelerated by the digital economy in Southeast Asia. She is concurrently a Senior Fellow at the Centre for Governance and Sustainability at the National University of Singapore and Advisor to the Founder of the COMO Group, a Singaporean portfolio of lifestyle companies operating in 15 countries worldwide.  Her research interests lie at the intersection of technology, business and society, including sustainability and innovation.


Ming was previously Managing Director of IPOS International, part of the Intellectual Property Office of Singapore, which supports Singapore’s future growth as a global innovation hub for intellectual property creation, commercialisation and management. Prior to joining the public sector, she was Head of Stewardship of the COMO Group and the founding Executive Director of COMO Foundation, a grantmaker focused on gender equity that has served over 47 million women and girls since 2003.


As a company director, she lends brand and strategic guidance to several companies within the COMO Group. Ming also serves as a Council Member of the Council for Board Diversity, on the boards of COMO Foundation and Singapore Network Information Centre (SGNIC), and on the Digital and Technology Advisory Panel for Esplanade–Theatres on the Bay, Singapore’s national performing arts centre.


In the non-profit, educational and government spheres, Ming is a director of COMO Foundation and Singapore Network Information Centre (SGNIC) and chairs the Asia Advisory board for Swiss hospitality business and management school EHL. She also serves on  the Council for Board Diversity and the Digital and Technology Advisory Panel for Esplanade–Theatres on the Bay, Singapore’s national performing arts centre.


Ming was educated in Singapore, the United States, and England. She obtained her bachelor’s and master’s degrees from Stanford University and her doctorate from Oxford.