I

Ibrahim Khalil

Professor, Cloud Systems and Security

RMIT University (RMIT) · School of Computing Technologies

Limited Spots
62
H-index
281
Papers
13,897
Citations
—
Active Grants

Research Areas

SecurityPrivacy and privacy-preserving data analyticsFederated learningGenerative AI and large language modelsBlockchainDistributed systemsQuantum computingSecure AI data analyticsInternet of Things securitye-health and m-healthWireless and body sensor networksBiomedical signal processingMachine unlearningEdge computing and resource management

Recent Publications

A Survey of Clustering Algorithms for Big Data: Taxonomy and Empirical Analysis

IEEE Transactions on Emerging Topics in Computing20141010 citationsDOI ↗

Local Differential Privacy for Deep Learning

IEEE Internet of Things Journal2019283 citationsDOI ↗

A Trustworthy Privacy Preserving Framework for Machine Learning in Industrial IoT Systems

IEEE Transactions on Industrial Informatics2020232 citationsDOI ↗

A context-aware approach for long-term behavioural change detection and abnormality prediction in ambient assisted living

Pattern Recognit.2015190 citationsDOI ↗

Privacy Preserving Face Recognition Utilizing Differential Privacy

ArXiv2020166 citationsDOI ↗

AI Summary

AI

Ibrahim Khalil是RMIT大学云系统与安全领域的教授,在安全隐私、联邦学习、生成式AI、区块链等前沿方向拥有深厚的研究积累,H指数达62,发表论文281篇、学术引用超13000次,研究影响力在业界获得广泛认可。他的研究组涵盖从隐私保护数据分析到边缘计算、物联网安全等多个热点领域,对希望从事AI安全、隐私计算或分布式系统研究的申请者而言是理想的PhD导师选择。如果你对安全可信的AI系统、隐私保护技术或新兴计算范式感兴趣,Khalil教授的研究方向和学术影响力都能为你的博士生涯提供有力的支持。

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