Tiến sĩPHD SCHOLARSHIP: ENHANCING CYBERSECURITY USING MACHINE LEARNING TECHNOLOGIES
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There is a PhD scholarship opportunity to study the use of machine learning technologies in enhancing cybersecurity. The successful applicant will study under the supervision of Dr Suhuai Luo
Applications are invited for a PhD scholarship for research in enhancing cybersecurity using machine learning technologies.
The scholarship is provided by the University of Newcastle under the Defence Industry Higher Degree Research Scholarships scheme.
Cybersecurity is related to the protection of systems, networks and data in cyberspace.
It encounters ever-increased challenges including big data to deal with, too few qualified personnel to defend the system on time, too many false positive and fake alarms, and inefficiency in dealing with quickly and constantly evolving nature of security risks.
Machine learning is a type of artificial intelligence that provides computers with the ability to learn without being explicitly programmed.
It focuses on the development of programs that can teach themselves to grow and change when exposed to new data.
Machine learning has been applied in various areas such as search engine and voice recognition.
It has the high potency to enhance cybersecurity because it can efficiently deal with big data, detect real threats quickly, and learn what is appropriate activity and react.
The object of the research is to develop machine learning-based methodologies that deliver an enhanced cybersecurity that can automatically detect, protect and mitigate cybersecurity violation.
A typical example of the deliverables is: it can quickly learn what is appropriate activity and react by analysing normal network behavior from accumulated big data. For example it can identify unusual traffic on the network and shut down these connections as it occurs; identify new samples of malware and quarantine them before they can be executed.
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This is a Defence Industry Higher Degree Research Scholarship.
The scholarship meets the full tuition fees and overseas student health cover costs for a period of three years, as well as a relocation allowance of up to AU$1,520. It also provides a tax-free living allowance of AU$26,682 per annum (2017 rate, indexed annually).
The successful candidate may also apply for a six-month extension to the scholarship on research-related grounds.
- IELTS minimum of 6.5 overall with no band less than 6 (for international candidates);
- An Honours Class One or equivalent qualification;
- Good in programming such as Matlab, Python, Java or C++;
- Research experience in machine learning and/or cybersecurity;
This scholarship is available to International and Australian candidates.
Interested applicants are advised to send an email expressing their interest and providing background, including a CV, undergraduate and Master degree transcripts (if available), research experience and publication list.
Contact: Dr Suhuai Luo
Phone: (02) 4985 4508
APPLICATIONS OPEN UNTIL JANUARY 10, 2017
Link: Click Here
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