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~ similar to 2605.04570v1· 20 results

cs.CRcs.HCcs.LGRecentMay 3, 2026

Stochastic Modeling of Human-Machine Authentication Channels under Partial Information Leakage

Nilesh Chakraborty, Mohammad Zulkernine, Burak Kantarci

This paper models PIN entry as a stochastic communication channel, proposing a probabilistic inference framework to quantify reliability loss and QoS degradation caused by partial information leakage.

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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.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.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 19, 2026

Devilray: A Systematic Adversarial Model Revealing Blind Spots in Fake Base Station Detection

Taekkyung Oh, Duckwoo Kim, Hansung Bae, Beomseok Oh +7 more

The paper introduces Devilray, a comprehensive adversarial model that systematically tests the realistic operational space of fake base stations, revealing significant blind spots in existing detectio…

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cs.CRcs.LGcs.SERecentJun 3, 2026

Toward a Generalized Defense Across Sparse, Continuous, and Structured Parameter Attacks

Bin Duan, Zeyu Bai, Guowei Yang

The paper introduces ParDef, a generalized defense mechanism that effectively mitigates various types of parameter attacks on deep neural networks while maintaining high performance.

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cs.CRRecentMay 28, 2026

Protecting On-Device AI Inference: A Systematic Review of Attacks and Defence Mechanisms

Zisis Tsiatsikas, Alexandros Fakis, Georgios Karopoulos, Vasileios Kouliaridis +1 more

This paper provides the first comprehensive review of threats and defenses specifically targeting on-device AI inference, revealing a significant imbalance where certain attack types, like adversarial…

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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.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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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.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.CRRecentApr 5, 2026

Semantics Over Syntax: Uncovering Pre-Authentication 5G Baseband Vulnerabilities

Qiqing Huang, Xingyu Wang, Wanda Guo, Guofei Gu +1 more

The paper introduces Constraint-Guided Semantic Testing (ConSeT), a novel framework that systematically finds critical, pre-authentication vulnerabilities in 5G User Equipment (UE) by exploiting seman…

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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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cs.NIcs.CRcs.LGRecentMay 24, 2026

Device Context Protocol: A Compact, Safety-First Architecture for LLM-Driven Control of Constrained Devices

Dongxu Yang

The Device Context Protocol (DCP) introduces a compact, safety-first communication standard designed to allow LLMs to reliably control resource-constrained physical microcontrollers, significantly imp…

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cs.CRRecentMay 14, 2026

Capacitive Touchscreens at Risk: A Practical Side-Channel Attack on Smartphones via Electromagnetic Emanations

Yukun Cheng, Changhai Ou, Shiyu Zhu, Jinyuan Zhang +5 more

The paper introduces TESLA, a novel, contactless electromagnetic (EM) side-channel attack that exploits inherent EM emanations from capacitive touchscreens to extract highly sensitive user data like P…

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cs.CRcs.AIRecentApr 26, 2026

SMSI: System Model Security Inference: Automated Threat Modeling for Cyber-Physical Systems

RoÝah Radaideh, Ali Khreis

SMSI is a novel neuro-symbolic pipeline that automates threat modeling for cyber-physical systems by generating a prioritized list of NIST 800-53 security controls directly from a SysML architecture m…

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cs.CRcs.AIcs.LGRecentMay 21, 2026

TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting

Quang Duc Nguyen, Siyuan Liang, Yiming Li, Fushuo Huo +1 more

The paper proposes TimeGuard, a novel channel-wise pool training defense, to significantly improve the robustness of time series forecasting against backdoor attacks by addressing signal dilution and…

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cs.CRcs.AIRecentMay 26, 2026

Certified Causal Attribution for Real-Time Attack Forensics in 6G Network Slicing

Minh K. Quan, Pubudu N. Pathirana

The paper proposes DA-GC, a certified causal attribution framework that accurately identifies cross-slice attack origins in 6G networks under strict real-time latency constraints by systematically mod…

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cs.CReess.SYRecentApr 14, 2026

Threat Modeling and Attack Surface Analysis of IoT-Enabled Controlled Environment Agriculture Systems

Andrii Vakhnovskyi

This paper provides the first comprehensive threat model for IoT-enabled Controlled Environment Agriculture (CEA) systems, identifying 123 unique threats and proposing a defense-in-depth framework to…

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cs.CRcs.NIeess.SYRecentApr 13, 2026

Security Implications of 5G Communication in Industrial Systems

Stefan Lenz, Sotiris Michaelides, Moritz Rickert, Jonas Holtwick +1 more

This paper evaluates the security of industrial control systems (ICS) transitioning to 5G communication, finding that while optimal conditions allow for resilience, degraded channel conditions signifi…

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