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Category: Journal

Semantic Edge Computing and Semantic Communications in 6G Networks: A Unifying Survey and Research Challenges

Milin Zhang, Mohammad Abdi, Venkat R. Dasari and Francesco Restuccia

Computer Networks

Finding a Needle in a (Spectrum) Haystack: Multi-Band Multi-Device Radio Fingerprinting

Ildi Alla, Milin Zhang, Jonathan Ashdown, Valeria Loscri, Francesco Restuccia

Preprint

Out-of-Distribution Detection in Computer Vision: A Comprehensive Survey and Research Challenges

AQM Sazzad Sayyed, Shahriar Rifat, Milin Zhang, Ananthram Swami, Michael De Lucia, Nathaniel D. Bastian, Francesco Restuccia

ACM Computer Surveys (Under Review)

DECOR: Multi-Modal Decentralized Cluster-based Energy Efficient Covert Routing in HetNets

K. F. Haque , J. H. Kong , T. J. Moore , K. Chan , F. Restuccia , and F. T. Dagefu

IEEE (Under Review)

How to Poison an xApp: Dissecting Backdoor Attacks to Deep Reinforcement Learning in Open Radio Access Networks

Andrea Lacava, Stefano Maxenti, Leonardo Bonati, Salvatore D’Oro, Alina Oprea, Tommaso Melodia, Francesco Restuccia

Computer Networks (Under Review)

SCOPE: Cooperative Integrated Communications and Sensing for Material Classification at Sub-Terahertz Frequencies

K. F. Haque, X. Cantos-Roman, F. Meneghello, J. M. Jornet and F. Restuccia

IEEE Wireless Communications Letters

O-RAN xApps: Survey and Research Challenges

Arman Elyasi, Andrew Ashdown, K M Rumman, Francesco Restuccia

BeamSense: Rethinking Wireless Sensing with MU-MIMO Wi-Fi Beamforming Feedback

K. F. Haque, M. Zhang, F. Meneghello, and F. Restuccia

Computer Networks

Evaluating the Impact of Channel Feedback Quantization and Grouping in IEEE 802.11 MIMO Wi-Fi Networks

F. Meneghello , K. F. Haque and F. Restuccia

IEEE Wireless Communications Letters

WHACK: Adversarial Beamforming in MU-MIMO Through Compressed Feedback Poisoning

F. Meneghello, F. Restuccia, M. Rossi

IEEE Transactions on Wireless Communications

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    RECENT PUBLICATIONS:
    Conference
    EFFEKT: Efficient Federated Knowledge Transfer to Foundation Models
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    Conference
    FIDEI: Hyperparameter-Free Out-of-Distribution Detection
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    Conference
    Simplex Regularization Improves Out-of-Distribution Detection on Graphs
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    RECENT Projects:
    CICI: IPAAI: REPAIRT: Securing xApps in Open RANs with Reliable and Principled AI Red-Teaming
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    DARPA YFA: RADAR: Resource-Aware Dynamic Adaptation for Resilient DNNs in Low-SWaP Tactical Systems
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    FuSe: Deep Learning and Signal Processing using Silicon Photonics and Digital CMOS Circuits for Ultra-Wideband Spectrum Perception
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    SEE ALL PROJECTS
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