Learning Software Security Analysers with Imperfect Data. This project aims to systematically investigate next-generation learning-based software security analysis to detect vulnerabilities in real-world large-scale software. The expected learning-based foundation will support the handling of imperfect data in order to provide a precise, scalable and adaptive security analysis of the critical software components, thus capturing important security vulnerabilities missed by existing approaches. Th ....Learning Software Security Analysers with Imperfect Data. This project aims to systematically investigate next-generation learning-based software security analysis to detect vulnerabilities in real-world large-scale software. The expected learning-based foundation will support the handling of imperfect data in order to provide a precise, scalable and adaptive security analysis of the critical software components, thus capturing important security vulnerabilities missed by existing approaches. The success of this project will further enhance the international competitiveness of Australian research in this important field and will benefit any Australian industry and business where software systems are deeply-rooted, such as transportation, smart homes, medical devices, defence and finance.Read moreRead less
Spatial Cognition—Expressive Representation Formalisms and Effective Reasoning Mechanisms. The project will contribute significantly to the advancement of knowledge in breakthrough science in qualitative spatial reasoning and smart information use in geographic information systems. Expressive spatial languages are important in organising spatial knowledge, defining spatial query languages and guiding spatial data mining. Effective spatial reasoning mechanisms bring theory closer to applications ....Spatial Cognition—Expressive Representation Formalisms and Effective Reasoning Mechanisms. The project will contribute significantly to the advancement of knowledge in breakthrough science in qualitative spatial reasoning and smart information use in geographic information systems. Expressive spatial languages are important in organising spatial knowledge, defining spatial query languages and guiding spatial data mining. Effective spatial reasoning mechanisms bring theory closer to applications including consistency checking and spatial query pre-processing. The project will help in extracting knowledge from massive spatial databases, meeting the growing needs of naive users for spatial information and establishing Australia as a major player in spatial cognition research and in the development of geo-location services.Read moreRead less
Control and learning for enhancing capabilities of quantum sensors. This project aims to develop new theories and algorithms to enhance capabilities in engineering quantum sensors from the perspective of systems and control. The project is significant because it is anticipated to advance key knowledge and provide systematic methods to enable achievement of high-precision sensing for wide applications, e.g., early disease detection, medical research, discovery of ore deposits and groundwater moni ....Control and learning for enhancing capabilities of quantum sensors. This project aims to develop new theories and algorithms to enhance capabilities in engineering quantum sensors from the perspective of systems and control. The project is significant because it is anticipated to advance key knowledge and provide systematic methods to enable achievement of high-precision sensing for wide applications, e.g., early disease detection, medical research, discovery of ore deposits and groundwater monitoring. The intended outcomes are fundamental theories, effective control and learning algorithms for achieving highly-sensitive sensors. These outcomes should make important contributions to and deliver new knowledge and skills for Australia's sensing industries, which could benefit Australia's economic growth.Read moreRead less
Understanding grassy woodlands as whole ecosystems. Restoring Australia's once vast grassy woodlands needs a sound understanding of the whole ecosystem and robust scientific evidence to inform conservation action. This project will generate such evidence by establishing a National Outdoor Laboratory to inform the sustainable management of our nation's precious remaining woodlands.
Religion, state and social inclusion: lessons from schools in three countries. Social inclusion is a priority for governments in Australia and overseas. Religious schools can be exclusionary, but can also provide safe havens for religious minorities. This project analyses a range of educational controversies in France, USA and Australia to propose programs and policies that enhance inclusion in religiously diverse societies.
Global Indigenous rights and local effect in Central Australia: tracing relations of power and locating potentialities. This ethnographic study investigates the practice of Indigenous rights in central Australia by exploring the apparently entrenched disjunctures between the declaration of rights and social fact. Working with Aboriginal people, government and non-government organisations will reveal how rights are understood and negotiated, thus locating new pathways for change.
Addressing time scarcity: feasible strategies for a healthy future. Lack of time is the main reason people say they don't exercise, take public transport or eat healthy food, and for many Australians (especially parents who combine working with raising children) time pressure is acute. This program of research will provide ways to reduce time barriers, to make healthy and sustainable living more feasible.
Social relations and social engagement in older adulthood: implications for health, well being and cognition. This project will examine the nature of changes in peoples social networks that occur with age and the effects of these changes on health and well being in later life. The project will use information collected as part of several ongoing Australian studies of ageing and will have implications for social policy.
Strengthening political representation in an era of democratic change. This project aims to understand and strengthen how politicians represent their constituents. As trust in politics declines, there is more pressure on politicians to engage with citizens. Understanding how these demands are reshaping the representative work of politicians is crucial to building trust and legitimacy in modern democracies. By interviewing and observing Australian politicians, this research will build important k ....Strengthening political representation in an era of democratic change. This project aims to understand and strengthen how politicians represent their constituents. As trust in politics declines, there is more pressure on politicians to engage with citizens. Understanding how these demands are reshaping the representative work of politicians is crucial to building trust and legitimacy in modern democracies. By interviewing and observing Australian politicians, this research will build important knowledge about the dynamics, demands and practices of contemporary representation. A national and international audit of novel ways to engage constituents will lead to valuable resources that politicians and citizens can use to assess and improve representative relationships, enabling stronger democratic institutions.
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Constructing ethnic politics in Indonesia. Exploring political dynamics in provincial Indonesia, this project will address fundamental questions about how ethnicity becomes important in political affairs, and about why political actors choose to emphasise some ethnic identities but not others. It will also help identify the conditions which lead to inter-ethnic cooperation rather than conflict.