Learning the Focus of Attention to Detect Distributed Coordinated Attacks. Cyber security analysts need to detect and respond to attacks as soon as possible, to minimise the damage attackers can inflict. However, the growth in highly distributed attacks that span multiple networks has meant that massive volumes of data need to be analysed. While machine learning techniques can help filter the data, we need techniques that can automatically provide a focus of attention for analysts on the most re ....Learning the Focus of Attention to Detect Distributed Coordinated Attacks. Cyber security analysts need to detect and respond to attacks as soon as possible, to minimise the damage attackers can inflict. However, the growth in highly distributed attacks that span multiple networks has meant that massive volumes of data need to be analysed. While machine learning techniques can help filter the data, we need techniques that can automatically provide a focus of attention for analysts on the most relevant observations. Our aim is to devise a novel suite of attention mechanisms that can focus the search of machine learning techniques for cyber security. The results of this project will improve the accuracy and efficiency of detecting distributed attacks across multiple networks.Read moreRead less
Tools and models for measuring and predicting growth in internet addressing and routing complexity. We analyse patterns in the allocation and actual use of Internet Protocol version 4 (IPv4) addresses to predict the technical and market pressures for deployment of IPv6. The utilisation models will help evaluate the potential for emerging markets in scarce IPv4 address prefixes to increase costs to the end-users of Australia's future national broadband network.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE150100030
Funder
Australian Research Council
Funding Amount
$270,000.00
Summary
Test-bed for Wide-Area Software Defined Networking Research. Test bed for wide-area software defined networking research: This project aims to develop a wide-area test bed, spanning ten organisations, for conducting research and experimentation in the emerging disruptive technology of Software Defined Networking (SDN). SDN is likely to bring long-term transformation to the networking industry, much like cloud computing did, by enabling dynamic virtualised elastic network services under software ....Test-bed for Wide-Area Software Defined Networking Research. Test bed for wide-area software defined networking research: This project aims to develop a wide-area test bed, spanning ten organisations, for conducting research and experimentation in the emerging disruptive technology of Software Defined Networking (SDN). SDN is likely to bring long-term transformation to the networking industry, much like cloud computing did, by enabling dynamic virtualised elastic network services under software control. The test bed will empower Australian researchers in network technologies and dependent applications (for example, multimedia and security) to collaboratively develop and demonstrate novel ideas at scale. This is expected to benefit Australia by giving our researchers international recognition in this nascent area, and developing a national talent pool for local industry.Read moreRead less
Ultrahigh-speed optical transport for sustaining the internet growth. Our society has entered an information era centred around the Internet. This project aims to study novel transport technologies to construct optical backbone networks supporting the Internet traffic. The project will keep Australia at the leading edge of exciting Terabit technologies as well as create commercial opportunities in Australia.
Classifying Internet traffic for security applications. As the internet traffic data exponentially increases every year, traffic classification has become a fundamental approach to the security of the Internet. This project aims to develop a set of novel techniques for internet traffic classification, which is fundamentally important to defend against the serious cyber-attacks and effectively minimise the damages. This project is significant as it can help to improve cyber security, which is ess ....Classifying Internet traffic for security applications. As the internet traffic data exponentially increases every year, traffic classification has become a fundamental approach to the security of the Internet. This project aims to develop a set of novel techniques for internet traffic classification, which is fundamentally important to defend against the serious cyber-attacks and effectively minimise the damages. This project is significant as it can help to improve cyber security, which is essential for the work and daily lives of the Australian people. Furthermore, the proposed models and techniques will be important for enhancing the protection of Australian critical infrastructures against malicious cyber-attacks.Read moreRead less
Self-coherent detection for data centre. This project aims to explore the architecture of terabit data transport using self-coherent detection that addresses the tight constraints of power, space and cost in data centres. The project expects to create new knowledge in coherent detection based on optical equalisation rather than conventional power-hungry electronic equalisation. Expected outcomes of this project include advanced architecture of polarisation effect equalisers and all-optical equal ....Self-coherent detection for data centre. This project aims to explore the architecture of terabit data transport using self-coherent detection that addresses the tight constraints of power, space and cost in data centres. The project expects to create new knowledge in coherent detection based on optical equalisation rather than conventional power-hungry electronic equalisation. Expected outcomes of this project include advanced architecture of polarisation effect equalisers and all-optical equalisation algorithms as well as enhanced international collaboration with top experts in optical communications. The outcomes will contribute to maintaining Australia’s high reputation in the ICT arena.Read moreRead less
The road to Terabit Era: the optical transport perspective. The Internet has been playing an increasingly critical role in today's society. The project aims to look into novel approaches to construct the physical layer of optical internet networks. The project will keep Australia in the leading edge of exciting Terabit transport technologies as well as create many commercial opportunities in Australia.
Australian Laureate Fellowships - Grant ID: FL130100041
Funder
Australian Research Council
Funding Amount
$3,094,000.00
Summary
The electro-photonic interchange: a new green platform for communications signal processing. This project will deliver the science for a new generation of green optical networks, by identifying optimum combinations of electronic and photonic signal processing to solve fundamental data bottlenecks. This project will implement these technologies in powerful electro-photonic chips, upon which superior energy-efficient internet switches can be built.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE150100172
Funder
Australian Research Council
Funding Amount
$270,000.00
Summary
Inductively-coupled plasma etching facility. Inductively-coupled plasma etching facility: The aim of this project is to bring together an inductively-coupled plasma etcher with a high resolution tool for optical lithography to create a facility capable of producing nano-structures in silicon surfaces. Such structures are the basis of high performance photonic, nano-electronic, and MicroElectroMechanical (MEM) devices. The lithography tool is a step-and-repeat system capable of exceptionally high ....Inductively-coupled plasma etching facility. Inductively-coupled plasma etching facility: The aim of this project is to bring together an inductively-coupled plasma etcher with a high resolution tool for optical lithography to create a facility capable of producing nano-structures in silicon surfaces. Such structures are the basis of high performance photonic, nano-electronic, and MicroElectroMechanical (MEM) devices. The lithography tool is a step-and-repeat system capable of exceptionally high rates of throughput so this etcher will be a crucial enabling tool for efficient fabrication of nano-devices for research into quantum computing, high bandwidth, quantum-secure optical communications, renewable energy, and for applications in medicine. The etcher will be available for national access.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE170100160
Funder
Australian Research Council
Funding Amount
$250,000.00
Summary
Distributed ultra-fast optical clocks for terabit/s communications. The project aims to enable experiments with full spectrum occupation for transmission over field-deployed optical fibre. Future optical communication systems will have to use the full available spectral bandwidth and advanced multiplexing and modulation to achieve ultimate data capacity over a fibre link. To realistically test such links, experiments must be performed over "real-world" fibre links. By linking three telecoms rese ....Distributed ultra-fast optical clocks for terabit/s communications. The project aims to enable experiments with full spectrum occupation for transmission over field-deployed optical fibre. Future optical communication systems will have to use the full available spectral bandwidth and advanced multiplexing and modulation to achieve ultimate data capacity over a fibre link. To realistically test such links, experiments must be performed over "real-world" fibre links. By linking three telecoms research laboratories, the project will create a close collaboration optical network that enables this research. Anticipated outcomes are the opportunity to conduct research over field-deployed fibre links and to prototype and test communication technology over real-world links, creating a simplified path to commercialisation.Read moreRead less