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Category: Conference

FEARL: AI-Assisted Energy-Aware Real-Time Receiver Adaptation to Dynamic Environments

Mohammad Abdi, Diptashree Das, and Minghan Liu, Marvin Onabajo and Francesco Restuccia

IEEE International Conference on Communications (ICC)

Radio Fingerprinting of Wi-Fi Devices Through MIMO Compressed Channel Feedback

Francesca Meneghello, Khandaker Foysal Haque and Francesco Restuccia

Proc. of IEEE Conference on Computer Communications Workshops (INFOCOM Workshops)

Digitally Tunable CMOS Mixer Design for Adaptive RF Front-Ends

Diptashree Das, Minghan Liu, Mohammad Abdi, Francesco Restuccia, Marvin Onabajo

IEEE International Symposium on Circuits and Systems (ISCAS) 2025

Resilient Wireless Communications with Selective Deep Neural Network Classification

A. Q. M. Sazzad Sayyed, Jonathan Ashdown, Michael De Lucia, Ananthram Swami, Nathaniel D. Bastian and Francesco Restuccia

Proc. of IEEE Military Communications Conference (MILCOM)

NI-Diff: Zero-Day and Adversarial Network Intrusion Detection with Diffusion Models

Milin Zhang, Michael De Lucia, Ananthram Swami, Jonathan Ashdown, Nathaniel D. Bastian and Francesco Restuccia

Proc. of IEEE Military Communications Conference (MILCOM)

Method for Multi-Antenna Networking Through Multi-path Feedback Extraction and Reporting

Francesco Restuccia, Arman Elyasi, Francesca Meneghello

Technical Report

SINF: Semantic Inference in Neural Networks with Semantic Subgraphs

AQM Sazzad Sayyed, Francesco Restuccia

ICML 2025 Workshop on Machine Learning for Wireless Communication and Networks (ML4Wireless)

Semantic Subgraph Extraction Attacks To Convolutional Neural Networks

Gabriele Restuccia, Ilenia Tinnirello, Francesco Restuccia

ICML 2025 Workshop on Machine Learning for Wireless Communication and Networks (ML4Wireless)

MAGIC: Meta-Learning Adaptive Gesture Recognition with mmWave MIMO CSI

K. F. Haque, K. M. Rumman, A. Elyasi, F. Meneghello, F. Restuccia

Proc. of IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (IEEE WoWMoM)

Metacognitive Artificial Intelligence in Vision Foundation Models: Research Challenges

S. Rifat, A.Q.M. S. Sayyed, N. D. Bastian, and F. Restuccia

Workshop on Metacognitive Prediction of AI Behavior at SDM 2025

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    RECENT PUBLICATIONS:
    Conference
    ENCORE: A Neural Collapse Perspective on Out-of-Distribution Detection in Deep Neural Networks
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    Conference
    CLUE: Bringing Machine Unlearning to Mobile Devices
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    BandWeave: Enhanced Channel Estimation in MIMO Networks with Multi-Band Fusion
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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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