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20 results for “Familiarity with WiFi sensing”

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eess.SPEmpiricalRecentJul 22, 2026

WiFi Sensing via Reservoir Computing

Heping Wang, Zhongqin Wang, J. Andrew Zhang

The paper presents ReWiS, a reservoir framework for WiFi sensing that transforms channel state information into structured streams, encodes them with a graph-coupled reservoir, and adapts to new domai…

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cs.CRRecentMay 6, 2026

PINSIGHT: A Comprehensive Threat Exploration of Domain-Adaptive Wi-Fi based PIN Code Inference

Johannes Kortz, Paul Staat, Christof Paar, Christian Zenger

The paper introduces PINSIGHT, a novel methodology that rigorously assesses Wi-Fi PIN code inference attacks by separating environmental effects from typing effects, concluding that current state-of-t…

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cs.AREmpiricalRecentJul 1, 2026

Field-Deployable RF Capture System for Indoor, Outdoor, and Foliage Environments

Lawrence Obiuwevwi, Krzysztof J. Rechowicz, Vikas Ashok, Sachin Shetty +4 more

This paper presents a portable, battery-powered RF capture system using a HackRF One SDR, Raspberry Pi 5, GNSS receiver, and high-speed storage for recording geotagged IQ data in real-world environmen…

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cs.CRRecentMay 8, 2026

From Conceptual Scaffold to Prototype: A Standardized Zonal Architecture for Wi-Fi Security Training

Vyron Kampourakis, Efstratios Chatzoglou, Vasileios Gkioulos, Sokratis Katsikas

The paper proposes a standardized, zonal architecture and an open-source prototype for a dedicated Cyber Range (CR) specifically designed for comprehensive and repeatable Wi-Fi security training and e…

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cs.CRRecentMay 4, 2026

Noisy Networks, Nosy Neighbors: Simple Privacy Attacks Against Residential Wireless Traffic

Arne Roszeitis, Bartosz Burgiel, Victor Jüttner, Erik Buchmann

The paper demonstrates that even a casual attacker with basic IT skills can perform sophisticated privacy attacks on smart-home networks, extracting detailed daily routines and personal information fr…

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cs.CRcs.NIRecentApr 3, 2026

Open Challenges for Secure and Scalable Wi-Fi Connectivity in Rural Areas

Philip Virgil Berrer Astillo, Jayasree Sengupta, Mathy Vanhoef

This paper analyzes the security vulnerabilities of emerging pay-for-use Wi-Fi hotspots in rural areas, demonstrating practical attacks like connection hijacking and rogue hotspots.

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eess.SPcs.ITEmpiricalRecentJun 18, 2026

Hybrid TRP-UE Sensing for Enhanced Target Localization

Necati Kagan Erkek, Marco Di Renzo, Arman Shojaeifard, Yasser Mestrah +3 more

This paper proposes a hybrid TRP-UE sensing mechanism for Integrated Sensing and Communication (ISAC) systems to improve network-based sensing performance in challenging indoor factory environments.

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cs.CRRecentMar 19, 2026

Secure Wi-Fi Ranging Today: Security and Adoption of IEEE 802.11az/bk

Nikola Antonijević, Bernhard Etzlinger, Dave Singelée, Bart Preneel

The paper analyzes the security and practical deployability of advanced Wi-Fi ranging standards (IEEE 802.11az/bk), concluding that while promising, secure implementation is highly sensitive to config…

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cs.CRcs.ITRecentApr 5, 2026

Beamforming Feedback as a Novel Attack Surface for Wi-Fi Physical-Layer Security

Jingzhe Zhang, Yitong Shen, Ning Wang, Yili Ren

The paper introduces BFIAttack, a novel attack that exploits Beamforming Feedback Information (BFI) to reconstruct a user's Channel State Information (CSI), thereby compromising Wi-Fi physical-layer s…

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cs.CRcs.NIRecentMar 24, 2026

What a Mesh: Formal Security Analysis of WPA3 SAE Wireless Authentication

Roberto Metere, Mario Lilli, Luca Arnaboldi, Elvinia Riccobene

This paper provides a comprehensive formal security analysis of the WPA3 SAE protocol by modeling and analyzing both its high-level communication logic and its low-level state machine implementation.

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eess.SPcs.CREmpiricalRecentJul 22, 2026

ISAC-Assisted Channel Knowledge Map Generation for Physical Layer Authentication

Luca Bonaventura, Edoardo Gardin, Alessia Barison, Francesco Ardizzon +1 more

This paper proposes a physical layer authentication mechanism using integrated sensing and communication (ISAC) to reconstruct environment layout, infer propagation channels, and authenticate transmit…

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cs.ITcs.CReess.SPRecentMay 27, 2026

ISAC Privacy: Challenges and Solutions for 6G

Onur Günlü, Stefano Tomasin, João P. Vilela, Francesco Chiti +3 more

This paper analyzes the privacy challenges posed by Integrated Sensing and Communication (ISAC) in 6G networks by classifying sensitive data into three levels (location, behavioral, and physiological)…

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cs.CReess.SPRecentMay 14, 2026

Model Forensics in AI-Native Wireless Networks: Taxonomy, Applications, and Case Study

Pengyu Chen, Weiyang Li, Jin Xu, Jiacheng Wang +3 more

This paper surveys model forensics in AI-native wireless networks, detailing key security problems and demonstrating practical workflows for verifying model authenticity and detecting malicious functi…

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cs.CRRecentMay 6, 2026

Assessing Generalisation Capability of Machine Learning Models for Intrusion Detection

Md Zakir Hossain, Md Ayshik Rahman Khan, Md Rafiqul Islam, Syed Mohammed Shamsul Islam +1 more

The study assesses the generalization capability of supervised machine learning models for intrusion detection using UNSW-NB15 and TON_IoT, finding a significant performance drop when models are teste…

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cs.CRcs.ARcs.NIRecentApr 1, 2026

LightGuard: Transparent WiFi Security via Physical-Layer LiFi Key Bootstrapping

Shiqi Xu, Yuyang Du, Mingyue Zhang, Hongwei Cui +1 more

LightGuard introduces a dual-link architecture that uses a physically confined LiFi channel to securely bootstrap cryptographic session keys, thereby mitigating the risk of key exposure inherent in tr…

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cs.NIPositionRecentJun 25, 2026

Toward AI-Native 6G Air Interface: A 3GPP Perspective on Protocol Framework

Xingqin Lin

This paper proposes a protocol framework for making the 6G air interface AI-native, focusing on interoperability and preserving implementation freedom.

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cs.LGcs.AIRecentMay 29, 2026

Adaptive data selection improves wearable prediction under low baseline performance

Ali Kargarandehkordi

Adaptive data selection significantly improves wearable prediction performance, particularly for individuals with poor baseline health metrics, suggesting that selective data sampling should be tailor…

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cs.ITcs.CRcs.ETRecentApr 27, 2026

Secure Integrated Sensing and Communication: Information Theory Offers Insights

Truman Welling, Onur Günlü, Aylin Yener

This paper surveys information-theoretic approaches to secure Integrated Sensing and Communication (ISAC), providing a comprehensive review of models, security formulations, and fundamental limits.

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