Secure user authentication with continuous adaptive risk evaluation. Users typically authenticate to any given system only once - when they first access it (for example, through providing a password or fingerprint). The prevalence of single sign-on further allows this single authentication to be sufficient for access to multiple systems. Thus an adversary can obtain a large degree of access from stealing a single password, hijacking a user's session, or even simply borrowing their phone. This pr ....Secure user authentication with continuous adaptive risk evaluation. Users typically authenticate to any given system only once - when they first access it (for example, through providing a password or fingerprint). The prevalence of single sign-on further allows this single authentication to be sufficient for access to multiple systems. Thus an adversary can obtain a large degree of access from stealing a single password, hijacking a user's session, or even simply borrowing their phone. This project aims to develop a continuous authentication approach based on user behaviour - typical interactions plus biometrics (for example, keystroke dynamics) - combined with a risk adaptive assessment of the resources being accessed, resulting in re-authentication requests in the event of a suspected compromise.Read moreRead less
A fast and effective automated insider threat detection and prediction system. Threats from insiders directly compromises the security, privacy and integrity of Australian e-commerce, large databases and communication channels. This project will provide an essential step in combating this criminal activity by developing methods to detect such threats and secure the public's information against exposure and identity theft.
Towards a block-cipher circuit resistant to multiple side channel attacks. This project aims to design, implement and verify the first ever fully comprehensive countermeasure against simultaneous attacks on devices performing a cryptographic task, such as a smart card or a mobile phone used for an electronic payment, through a variety of side channels. Side channel attacks aim to obtain unauthorized access to secret cryptographic keys used by such devices, by collecting and statistically process ....Towards a block-cipher circuit resistant to multiple side channel attacks. This project aims to design, implement and verify the first ever fully comprehensive countermeasure against simultaneous attacks on devices performing a cryptographic task, such as a smart card or a mobile phone used for an electronic payment, through a variety of side channels. Side channel attacks aim to obtain unauthorized access to secret cryptographic keys used by such devices, by collecting and statistically processing measurements of by-products of the physical operation of these devices, such as the consumed power or electromagnetic radiation. Rapid proliferation of personal devices used for electronic payments or containing sensitive data makes such a comprehensive countermeasure urgently needed.Read moreRead less
Design automation for secure, reliable and energy efficient embedded processors. This project seeks to create a methodology to design and generate processors which are both secure, reliable and energy efficient for deployment in Internet of Things (IoT) systems, which require little on-going maintenance. In such systems, both security and reliability are paramount, particularly in medical devices, control devices in critical machinery, financial transactions and automotive electronics. The proje ....Design automation for secure, reliable and energy efficient embedded processors. This project seeks to create a methodology to design and generate processors which are both secure, reliable and energy efficient for deployment in Internet of Things (IoT) systems, which require little on-going maintenance. In such systems, both security and reliability are paramount, particularly in medical devices, control devices in critical machinery, financial transactions and automotive electronics. The project will use an open RISC-V processor which is sufficiently flexible to function as a base processor, with a myriad of tools such as compilers and debuggers available. Reliable computing machinery will enable systems to work in hostile environments and be functionally correct for longer.Read moreRead less
Energy big data analytics from a cybersecurity perspective. This project aims to develop a framework on energy big data analytics from security and privacy perspectives. Unlike other big data analytics such as social network big data analytics, energy big data analytics involve research challenges on how to cope with real-time tight cyber-physical couplings, and security/safety of the smart grid system. This project will develop advanced data-driven algorithms that are capable of detecting coord ....Energy big data analytics from a cybersecurity perspective. This project aims to develop a framework on energy big data analytics from security and privacy perspectives. Unlike other big data analytics such as social network big data analytics, energy big data analytics involve research challenges on how to cope with real-time tight cyber-physical couplings, and security/safety of the smart grid system. This project will develop advanced data-driven algorithms that are capable of detecting coordinated cyber-attacks that will potentially lead to catastrophic cascaded failures; and develop new solutions in detecting the false data-injection attacks that are conventionally considered as unobservable. This project will provide the benefit of enhancing our national critical infrastructure's security.Read moreRead less
Pacific Partners? The Australia-New Zealand alliance in the Pacific Islands. This project aims to investigate how alliances operate and why they endure using an in-depth analysis of the Australia-New Zealand alliance in the Pacific Islands, the region where the alliance has focused and in which there is growing strategic and policy interest. It intends to build a micro-level analysis of the influence of the behaviors and beliefs of individuals onto existing conceptual accounts. Informed by exten ....Pacific Partners? The Australia-New Zealand alliance in the Pacific Islands. This project aims to investigate how alliances operate and why they endure using an in-depth analysis of the Australia-New Zealand alliance in the Pacific Islands, the region where the alliance has focused and in which there is growing strategic and policy interest. It intends to build a micro-level analysis of the influence of the behaviors and beliefs of individuals onto existing conceptual accounts. Informed by extensive interviews, it expects to advance understanding of how the two states negotiate differences in approaches and interests while working together to preserve their security. It anticipates pinpointing strengths and vulnerabilities in the alliance and contributing to a more informed policy debate about how it should operate.Read moreRead less
Machine learning in adversarial environments. Machine learning underpins the technologies driving the economies of both Silicon Valley and Wall Street, from web search and ad placement, to stock predictions and efforts in fighting cybercrime. This project aims to answer the question: How can machines learn from data when contributors act maliciously for personal gain?
Discovery Early Career Researcher Award - Grant ID: DE230100116
Funder
Australian Research Council
Funding Amount
$419,218.00
Summary
Vulnerability Defence: From Interpretable to Trustworthy Threat Assessment. This project aims to design a novel vulnerability defence framework to automatically identify, prioritise and interpret vulnerabilities and their attack vectors from the Internet of Things (IoT). Currently, most Australian organisations can be targeted by complex cyberattacks, stealing sensitive information leading to financial loss and reputation threats. This project expects to generate new knowledge in IoT vulnerabili ....Vulnerability Defence: From Interpretable to Trustworthy Threat Assessment. This project aims to design a novel vulnerability defence framework to automatically identify, prioritise and interpret vulnerabilities and their attack vectors from the Internet of Things (IoT). Currently, most Australian organisations can be targeted by complex cyberattacks, stealing sensitive information leading to financial loss and reputation threats. This project expects to generate new knowledge in IoT vulnerability assessment using economic risk estimation and cognitive vulnerability identification methods. Expected outcomes include trusted IoT vulnerability assessment methods and vulnerability testbed. Significant benefits are expected to protect IoT networks in all defence, industry and government sectors.Read moreRead less
Compression and communication of single and multi-view video based on overlapping motion hint fields. This project explores a new way of communicating motion for video and multi-view (3D) applications, facilitating efficient interactive access to content. Outcomes will include new compression methods that avoid redundant transmission of motion side information, plus client/server technology that leverages metadata from smart surveillance cameras.
Discovery Early Career Researcher Award - Grant ID: DE170101203
Funder
Australian Research Council
Funding Amount
$360,000.00
Summary
Multi-functional antenna arrays for secure and reliable wireless systems. This project aims to develop and validate the fundamental theory and engineering techniques for fully reconfigurable antenna arrays. Multi-functional antennae deliver highly-secure and reliable wireless communications for Australia’s digital economy. Such an antenna array, a critical component of wireless multi-functional systems, can provide full flexibilities of the frequency, polarisation and radiation pattern to satisf ....Multi-functional antenna arrays for secure and reliable wireless systems. This project aims to develop and validate the fundamental theory and engineering techniques for fully reconfigurable antenna arrays. Multi-functional antennae deliver highly-secure and reliable wireless communications for Australia’s digital economy. Such an antenna array, a critical component of wireless multi-functional systems, can provide full flexibilities of the frequency, polarisation and radiation pattern to satisfy the systems’ different requirements. This project is expected to advance the scientific knowledge of several frontiers of antenna research and enhance spectrum usage efficiency, highly-secure wireless communications and compact and reliable military wireless platforms, thus benefiting Australian industry, society and national defence.Read moreRead less