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~ similar to 2604.21188v1· 20 results

cs.CRcs.AIRecentMar 26, 2026

Design and Development of an ML/DL Attack Resistance of RC-Based PUF for IoT Security

Joy Acharya, Smit Patel, Paawan Sharma, Mohendra Roy

The paper proposes a dynamically reconfigurable resistor-capacitor (RC)-based Physically Unclonable Function (PUF) that demonstrates strong resistance against advanced machine learning and deep learni…

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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.CRRecentMay 8, 2026

A Unified Open-Set Framework for Scalable PUF-Based Authentication of Heterogeneous IoT Devices

Xin Wang, Peichun Hua, Chip Hong Chang, Wenye Liu +1 more

The paper proposes a scalable, helper-data-free open-set framework using an OpenGAN-based classifier to unify authentication for diverse and large populations of heterogeneous PUF-based IoT devices.

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cs.CRcs.ARRecentApr 17, 2026

Secure Authentication in Wireless IoT: Hamming Code Assisted SRAM PUF as Device Fingerprint

Florian Lehn, Pascal Ahr, Hans D. Schotten

The paper proposes a resource-efficient, threshold-based authentication scheme for constrained IIoT devices using SRAM PUFs, addressing inherent unreliability through a combination of Hamming code err…

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cs.CRRecentMar 20, 2026

LiteAtt: A Peer-to-Peer Self-Attestation Framework and Handshake Protocol for Connected IoT Devices

Varun Kohli, Biplab Sikdar

LiteAtt introduces a verifier-less, Peer-to-Peer Self-Attestation (P2P-SA) framework for modern IoT MCUs, enabling mutual authentication and firmware attestation directly within the connection handsha…

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cs.CRcs.LGRecentMar 25, 2026

Toward a Multi-Layer ML-Based Security Framework for Industrial IoT

Aymen Bouferroum, Valeria Loscri, Abderrahim Benslimane

This paper proposes a lightweight, multi-layer Machine Learning-based security framework for Industrial IoT (IIoT) to enhance trust convergence and detect advanced threats.

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cs.CRcs.NIRecentApr 4, 2026

Graduated Trust Gating for IoT Location Verification: Trading Off Detection and Proof Escalation

Yoshiyuki Ootani

The paper proposes a graduated trust gating mechanism for IoT location verification that moves beyond binary decisions, allowing systems to dynamically escalate verification rigor based on signal inte…

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cs.CRcs.AIcs.NIRecentApr 19, 2026

Decentralised Trust and Security Mechanisms for IoT Networks at the Edge: A Comprehensive Review

Khandoker Ashik Uz Zaman, Mahdi H. Miraz, Mohammed N. M. Ali

This review comprehensively analyzes state-of-the-art decentralized trust and security mechanisms, concluding that while these approaches enhance privacy and resilience for IoT edge networks, challeng…

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cs.CRRecentApr 7, 2026

Zero Trust in the Context of IoT: Industrial Literature Review, Trends, and Challenges

Laurent Bobelin

This paper conducts a literature review of non-academic publications to consolidate current knowledge, trends, and future challenges regarding the industrial integration of IoT devices within a Zero T…

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cs.CRRecentApr 2, 2026

AI-Assisted Hardware Security Verification: A Survey and AI Accelerator Case Study

Khan Thamid Hasan, Md Ajoad Hasan, Nashmin Alam, Md. Touhidul Islam +2 more

This survey reviews the integration of AI and LLMs into hardware security verification, demonstrating its potential to automate complex stages while stressing the necessity of grounding AI outputs in…

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cs.CRRecentMar 24, 2026

Space Fabric: A Satellite-Enhanced Trusted Execution Architecture

Filip Rezabek, Dahlia Malkhi, Amir Yahalom

Space Fabric introduces a novel satellite-based Trusted Execution Architecture (TEE) that establishes trust for orbital computing by generating cryptographic secrets and binding workload execution to…

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cs.CRRecentApr 27, 2026

Converging Zero Trust and IoT Security: A Multivocal Literature Review

Mariam Wehbe, Laurent Bobelin

This multivocal literature review analyzes the convergence of IoT and Zero Trust security, finding that academia focuses on IoT modifications while industry prioritizes practical integration within ex…

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cs.CRRecentMar 18, 2026

SoK: From Silicon to Netlist and Beyond $-$ Two Decades of Hardware Reverse Engineering Research

Zehra Karadağ, Simon Klix, René Walendy, Felix Hahn +4 more

This paper systematizes two decades of hardware reverse engineering research by analyzing 187 publications, identifying key technical methods and recommending improvements for reproducibility, standar…

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cs.CRRecentMay 7, 2026

A UEFI System with SPDM to Protect Against Unauthorized Device Connections

Ágatha de Freitas, Marcos A. Simplicio, Bruno C. Albertini, Renan C. A. Alves

The paper proposes a UEFI system utilizing SPDM to authenticate connected PCIe and USB devices, successfully demonstrating that this enhanced security mechanism introduces an acceptable processing ove…

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cs.CRRecentApr 21, 2026

Potentials and Pitfalls of Applying Federated Learning in Hardware Assurance

Gijung Lee, Wavid Bowman, Olivia Dizon-Paradis, Reiner Dizon-Paradis +3 more

This paper investigates the use of Federated Learning (FL) for hardware assurance, demonstrating that while FL improves model performance over centralized learning, it remains vulnerable to gradient i…

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cs.CRcs.ARcs.LGRecentMay 11, 2026

LLMs for Secure Hardware Design and Related Problems: Opportunities and Challenges

Johann Knechtel, Ozgur Sinanoglu, Ramesh Karri

This review analyzes the dual impact of integrating Large Language Models (LLMs) into hardware design, detailing both their transformative potential in EDA and the critical security vulnerabilities th…

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cs.CRcs.CYRecentApr 6, 2026

Hardware-Level Governance of AI Compute: A Feasibility Taxonomy for Regulatory Compliance and Treaty Verification

Samar Ansari

The paper proposes a taxonomy of 20 hardware-level governance mechanisms for AI compute, finding that the most critical mechanisms needed for international treaty verification are currently the least…

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cs.CRRecentJun 4, 2026

Opportunities and Challenges in Securely Reusing and Repurposing Mobile Devices

Adelin Roty, Jan Tobias Mühlberg, Jean-François Determe

The paper investigates the effectiveness of hardware-backed security mechanisms when mobile devices are repurposed outside their original ecosystem, concluding that vendor-locked mechanisms significan…

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cs.CRRecentMay 21, 2026

QT-PUF: Quantum Tunneling Leakage Based PUF for Implantable IoMT Devices

Yueqi Ma, Vivek Mohan, Chip-Hong Chang, Emmanuel M. Drakakis

The paper proposes QT-PUF, a novel quantum tunneling leakage-based Physical Unclonable Function (PUF) designed for ultralow-power, implantable IoMT devices, achieving high reliability and minimal powe…

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cs.CRcs.ETRecentJun 2, 2026

Q-FE: A Quantum-Native 6G Far-Edge Architecture Securing Industrial IoT Digital Twins via CSIDH-PQC and Asynchronous Federated Learning

Vincenzo Sammartino

The paper proposes Q-FE, a novel Quantum-Native 6G Far-Edge architecture that secures Industrial IoT Digital Twins by integrating micro-digital twins, compact post-quantum key exchange, and asynchrono…

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