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墨爾本皇家理工大學(xué)RMIT (QS 123) 招收AI Security CSC/全獎(jiǎng)博士生
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澳大利亞皇家墨爾本理工大學(xué)計(jì)算機(jī)學(xué)院(RMIT University, QS排名全球123)網(wǎng)絡(luò)空間安全組招csc/全獎(jiǎng)博士 學(xué)校/研究組簡介: RMIT University坐落于全球最宜居城市墨爾本市中心,QS排名澳洲第10,全球第123。RMIT網(wǎng)絡(luò)空間安全研究組有三名正教授,兩名副教授,三名助理教授,學(xué)術(shù)環(huán)境優(yōu)異。 導(dǎo)師簡介: 劉曉寧博士目前是澳大利亞皇家墨爾本理工大學(xué)計(jì)算技術(shù)學(xué)院的講師。研究方向?yàn)榕c機(jī)器學(xué)習(xí)、云計(jì)算、和數(shù)字健康相關(guān)的數(shù)據(jù)隱私和安全。目前的研究重點(diǎn)是為多方安全計(jì)算(secure multiparty computation)協(xié)議和系統(tǒng),及其在神經(jīng)網(wǎng)絡(luò)驅(qū)動(dòng)的應(yīng)用(privacy-preserving machine learning)。在過去的幾年里,她的工作成果發(fā)表在網(wǎng)絡(luò)安全和應(yīng)用密碼學(xué)領(lǐng)域的著名期刊,如:安全四大會(huì)議USENIX Security 2024, NDSS 2025, 安全四小會(huì)議ESORICS, IEEE TDSC,IEEE TIFS。 并獲得 ESORICS 2021 唯一最佳論文獎(jiǎng)。詳細(xì)信息移步導(dǎo)師主頁 https://maggichk.github.io/ Dr Xiaoning (Maggie) Liu is a Lecturer (aka Assistant Professor) at the School of Computing Technologies, RMIT University, Australia. Her research pivots on data privacy and security related to machine learning, cloud computing, and digital health. Her current focus is on designing practical secure multiparty computation protocols and systems to its applications in privacy-preserving machine learning. In the past few years, her work has appeared in prestigious venues in computer security, such as IEEE Transactions on Dependable and Secure Computing (TDSC), IEEE Transactions on Information Forensics and Security (TIFS), USENIX Security Symposium, and European Symposium on Research in Computer Security (ESORICS). Her research has been supported by Australian Research Council, and CSIRO. She is the recipient of the Best Paper Award of ESORICS 2021. 科研方向: 隱私保護(hù)的機(jī)器學(xué)習(xí) (Privacy-Preserving Machine Learning) 多方安全計(jì)算及其應(yīng)用 (Secure Computation and its Applications) 機(jī)器學(xué)習(xí)中的隱私攻擊防御 (Machine Learning Privacy Attacks/Defenses) 博士入學(xué)要求: o 已獲/即將獲得computer science及相關(guān)專業(yè)的碩士學(xué)位 o 均分或績點(diǎn)達(dá)到優(yōu)秀(>=75), 以及優(yōu)秀畢業(yè)論文(>80 thesis) o 有科研經(jīng)歷/論文發(fā)表 o 申請人滿足rmit university英語入學(xué)要求 申請方式:請將cv,成績單,research proposal發(fā)送至Dr. Xiaoning Liu, 郵箱xiaoning.liu@rmit.edu.au |
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