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~ similar to 2603.18939v1· 20 results

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.CRRecentApr 16, 2026

Emulation-based System-on-Chip Security Verification: Challenges and Opportunities

Tanvir Rahman, Shuvagata Saha, Ahmed Y. Alhurubi, Sujan Kumar Saha +2 more

This paper surveys the use of hardware emulation for security verification in System-on-Chip (SoC) design, positioning emulation as a critical, high-fidelity pre-silicon assurance technology.

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cs.CRRecentApr 4, 2026

CIPHR: Cryptography Inspired IP Protection through Fine-Grain Hardware Redaction

Aritra Dasgupta, Sudipta Paria, Swarup Bhunia

CIPHR introduces a novel, fine-grain hardware redaction methodology inspired by cryptographic indistinguishability to protect intellectual property against structural attacks that exploit existing art…

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cs.CRcs.LOcs.SERecentApr 4, 2026

Optimal Circuit Synthesis of Linear Codes for Error Detection and Correction

Xi Yang, Taolue Chen, Yuqi Chen, Fu Song +2 more

This paper introduces a novel algorithm, CiSC, to efficiently and optimally synthesize circuit implementations of linear codes for hardware security, significantly outperforming existing state-of-the-…

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cs.CRRecentApr 13, 2026

Hardware-Efficient Compound IC Protection with Lightweight Cryptography

Levent Aksoy, Muhammad Sohaib Munir, Sedat Akleylek

The paper proposes a hardware-efficient compound IC protection mechanism that combines lightweight cryptography with logic locking and hardware obfuscation to secure integrated circuits against variou…

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cs.CRRecentApr 16, 2026

Structural Dependency Analysis for Masked NTT Hardware: Scalable Pre-Silicon Verification of Post-Quantum Cryptographic Accelerators

Ray Iskander, Khaled Kirah

The paper introduces a four-stage structural dependency analysis hierarchy that enables scalable, sound first-order masking verification for large, production-level post-quantum cryptographic accelera…

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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.CRRecentApr 18, 2026

HarmChip: Evaluating Hardware Security Centric LLM Safety via Jailbreak Benchmarking

Zeng Wang, Minghao Shao, Weimin Fu, Prithwish Basu Roy +5 more

The paper introduces HarmChip, a novel benchmark to evaluate LLM vulnerability to domain-specific hardware security threats, revealing that current safety guardrails fail against semantically disguise…

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cs.CRRecentApr 14, 2026

Can Agents Secure Hardware? Evaluating Agentic LLM-Driven Obfuscation for IP Protection

Sujan Ghimire, Parsa Mirfasihi, Muhtasim Alam Chowdhury, Veeramani Pugazhenthi +5 more

This paper introduces an agentic LLM-driven framework that automates the generation of functionally correct and security-relevant hardware netlist obfuscation for protecting intellectual property.

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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.CRRecentApr 4, 2026

Partial Number Theoretic Transform Masking in Post-Quantum Cryptography (PQC) Hardware: A Security Margin Analysis

Ray Iskander, Khaled Kirah

The paper analyzes the security of a partially masked hardware accelerator for Number Theoretic Transform (NTT) in PQC, demonstrating that the claimed security margins are significantly overestimated…

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cs.ARRecentMay 27, 2026

FT-Pilot: Automated Fault-Tolerant RTL Rewriting via Vulnerability-Guided LLMs

Weixing Liu, Zizhen Liu, Jing Ye, Naixing Wang +3 more

FT-Pilot is a novel GNN-guided LLM framework that automatically rewrites RTL code to harden digital circuits against soft errors, providing an efficient, automated path for reliability optimization.

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cs.CRRecentApr 3, 2026

Security Analysis of Universal Circuits as a Mechanism for Hardware Obfuscation

Zain Ul Abideen, Deepali Garg, Lawrence Pileggi, Samuel Pagliarini

This paper evaluates the security of Universal Circuits (UCs) for hardware obfuscation, demonstrating that they are effective against both oracle-guided and oracle-less attacks.

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cs.LOcs.CRRecentMay 22, 2026

Formal Verification of Probing Security via Conditional Independence

Satoshi Kura, Katsuyuki Takashima

The paper proposes a novel formal verification method for proving the probing security of masked cryptosystems by connecting the noninterference property to conditional independence and utilizing prob…

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cs.CRRecentApr 20, 2026

From Finite Enumeration to Universal Proof: Ring-Theoretic Foundations for PQC Hardware Masking Verification

Ray Iskander, Khaled Kirah

The paper provides the first machine-checked universal proof, using ring theory, that value-independence implies identical marginal distributions for arithmetic masking, thereby extending the verifica…

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cs.CRRecentApr 2, 2026

Assertain: Automated Security Assertion Generation Using Large Language Models

Shams Tarek, Dipayan Saha, Khan Thamid Hasan, Sujan Kumar Saha +2 more

Assertain is an automated framework that uses large language models and design analysis to generate high-quality, executable security assertions for hardware designs, significantly outperforming state…

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cs.CRcs.AIcs.LGRecentMay 20, 2026

Trusted Weights, Treacherous Optimizations? Optimization-Triggered Backdoor Attacks on LLMs

Yifei Wang, Tianlin Li, Xiaohan Zhang, Yida Yang +2 more

This paper introduces a novel class of backdoor attacks that exploit the numerical side effects of LLM inference optimization, achieving high success rates while maintaining clean accuracy.

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cs.AIcs.ARcs.CLRecentJun 2, 2026

StepPRM-RTL: Stepwise Process-Reward Guided LLM Fine-Tuning for Enhanced RTL Synthesis

Prashanth Vijayaraghavan, Apoorva Nitsure, Luyao Shi, Ehsan Degan +1 more

StepPRM-RTL is a novel framework that enhances LLM-based RTL code generation for digital hardware designs.

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cs.CRcs.ARRecentApr 29, 2026

SafeTune: Mitigating Data Poisoning in LLM Fine-Tuning for RTL Code Generation

Mahshid Rezakhani, Nowfel Mashnoor, Kimia Azar, Hadi Kamali

SafeTune is a framework that enhances the robustness of LLMs fine-tuned for RTL code generation by detecting and mitigating data poisoning attacks, particularly those aiming to insert hardware Trojans…

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cs.CRRecentApr 22, 2026

Fresh Masking Makes NTT Pipelines Composable: Machine-Checked Proofs for Arithmetic Masking in PQC Hardware

Ray Iskander, Khaled Kirah

The paper provides machine-checked proofs demonstrating that fresh per-stage arithmetic masking ensures pipeline-level security for Number Theoretic Transform (NTT) accelerators used in Post-Quantum C…

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