Synthetic Data for Defence and Security

The challenge

The defence and security sectors demand comprehensive and high-quality data for effective decision-making and strategy development. However, the sensitive nature of these sectors often restricts access to real-world data, posing a significant challenge for analytics, training, and simulation. While synthetic data has the potential to bridge this gap, generating realistic, diverse, and valid synthetic data that truly represents real-world scenarios remains a substantial hurdle.

Our response

Leveraging our interdisciplinary expertise in artificial intelligence, machine learning, cybersecurity, and biosecurity, we develop advanced models for generating synthetic data for defence and security applications. This involves creating AI-driven algorithms that can simulate real-world scenarios and generate synthetic data, thereby providing a valuable resource for training, simulation, and threat detection systems. Our models not only generate synthetic data but also ensure its validity, realism, and diversity, addressing the complex and dynamic nature of defence and security scenarios. They also incorporate aspects of cybersecurity and biosecurity, creating synthetic data sets that can help in testing and improving network security systems and biohazard detection protocols.

The goal

While our objective is not to replace the need for real-world data in defence and security sectors, we aim to provide a complementary resource that can enhance operations in these areas. synthetic data can provide significant value when real-world data is limited or restricted. This work contributes to the development of more advanced defence and security systems, such as improved simulation models, sophisticated threat detection algorithms, and effective biohazard containment strategies. In addition, our synthetic data models can be used for training and education in these sectors, equipping personnel with better understanding and preparation for diverse scenarios.

Connect and collaborate

We are looking for researchers, students, funding and partners to help take our research to the next level.