The LIP6 pleased to have a seminar of Prof. Diep Nguyen, University of Technology Sydney (UTS), Australia, on Wednesday, 19th August 2026, at 4 pm, in room 25-26/105. Please find below the details of his talk:
Title: AI-enabled Secure and Resilient 6G
Speaker: Prof. Diep N. Nguyen (Head of UTS 5G/6G Lab, University of Technology Sydney, Australia) (https://profiles.uts.edu.au/Diep.Nguyen)
Abstract: As 6G communications transition toward standardization, achieving robust security, privacy, and resilience across heterogeneous environments remains paramount. This talk highlights our recent work from the UTS 5G/6G Lab, Agile Communications and Computing Group at the University of Technology Sydney (UTS) on embedding artificial intelligence—spanning Deep Reinforcement Learning (DRL), Deep Generative AI, and collaborative learning paradigms—across 6G layers. At the Application Layer, we present different privacy-preserving frameworks that allow users to enjoy AI applications without compromising their privacy/data. At the Network Layer, we will discuss different applications of GenAI to threat detection, addressing the problem under distributed setting for non-i.i.d data and heterogeneous domains, alongside with coded computing techniques that mitigate stragglers. At the Physical Layer, we introduce DRL-driven backscatter communications that turn hostile jamming into opportunistic transmission, radar-guided friendly jamming for ISAC, and multi-modal Transformers for V2X beamforming. The talk concludes with the immerse potential of GenAI and the challenges on how to train and deploy these powerful models effectively on the 6G systems, referred to as connecting AI or AI networking.
Prof. Diep Nguyen will be at LIP6 in the NPA team this week. Please feel free to come and discuss with him or contact him for further collaborations.