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20222026
most citedLLM for SoC Security: A Paradigm Shift

92 citations · 100 across the 15 of their papers we have counts for

collaborators

15 papers

cs.CR2026

VeriChat: An Agentic Conversational AI Assistant for Hardware Security Verification

Dipayan Saha, Khan Thamid Hasan, Shams Tarek +3

Hardware security verification is a multi-stage process in which engineers must navigate complex design analyses, threat considerations, and verification strategies. They often nee…

cs.CV2026

ChartZero: Synthetic Priors Enable Zero Shot Chart Data Extraction

Md Touhidul Islam, Yasir Mahmud, Sujan Kumar Saha +2

Automated data extraction from line charts remains fundamentally bottlenecked by extreme stylistic diversity and a severe scarcity of comprehensively annotated, real-world datasets…

cs.AI2026

CircuitFormer: A Circuit Language Model for Analog Topology Design from Natural Language Prompt

Md Touhidul Islam, Sujan Kumar Saha, Farimah Farahmandi +1

Automating analog circuit design remains a longstanding challenge in Electronic Design Automation (EDA). While Transformer-based Large Language Models (LLMs) have revolutionized so…

cs.CR2026

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

Tanvir Rahman, Shuvagata Saha, Ahmed Y. Alhurubi +3

Increasing system-on-chip (SoC) heterogeneity, deep hardware/software integration, and the proliferation of third-party intellectual property (IP) have brought security validation…

cs.CR2026

Assertain: Automated Security Assertion Generation Using Large Language Models

Shams Tarek, Dipayan Saha, Khan Thamid Hasan +3

The increasing complexity of modern system-on-chip designs amplifies hardware security risks and makes manual security property specification a major bottleneck in formal property…

cs.CR2026

LAsset: An LLM-assisted Security Asset Identification Framework for System-on-Chip (SoC) Verification

Md Ajoad Hasan, Dipayan Saha, Khan Thamid Hasan +5

The growing complexity of modern system-on-chip (SoC) and IP designs is making security assurance difficult day by day. One of the fundamental steps in the pre-silicon security ver…

cs.AR2025

DeepV: A Model-Agnostic Retrieval-Augmented Framework for Verilog Code Generation with a High-Quality Knowledge Base

Zahin Ibnat, Paul E. Calzada, Rasin Mohammed Ihtemam +4

As large language models (LLMs) continue to be integrated into modern technology, there has been an increased push towards code generation applications, which also naturally extend…

cs.CR2025

SVAgent: AI Agent for Hardware Security Verification Assertion

Rui Guo, Avinash Ayalasomayajula, Henian Li +3

Verification using SystemVerilog assertions (SVA) is one of the most popular methods for detecting circuit design vulnerabilities. However, with the globalization of integrated cir…

cs.AR2025★ 3 cited

VerilogDB: The Largest, Highest-Quality Dataset with a Preprocessing Framework for LLM-based RTL Generation

Paul E. Calzada, Zahin Ibnat, Tanvir Rahman +5

Large Language Models (LLMs) are gaining popularity for hardware design automation, particularly through Register Transfer Level (RTL) code generation. In this work, we examine the…

cs.CR2025

SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models

Dipayan Saha, Shams Tarek, Hasan Al Shaikh +8

Ensuring the security of complex system-on-chips (SoCs) designs is a critical imperative, yet traditional verification techniques struggle to keep pace due to significant challenge…

cs.CR2025

BugWhisperer: Fine-Tuning LLMs for SoC Hardware Vulnerability Detection

Shams Tarek, Dipayan Saha, Sujan Kumar Saha +1

The current landscape of system-on-chips (SoCs) security verification faces challenges due to manual, labor-intensive, and inflexible methodologies. These issues limit the scalabil…

cs.CR2023★ 92 cited

LLM for SoC Security: A Paradigm Shift

Dipayan Saha, Shams Tarek, Katayoon Yahyaei +4

As the ubiquity and complexity of system-on-chip (SoC) designs increase across electronic devices, the task of incorporating security into an SoC design flow poses significant chal…

cs.CR2022

TrustToken, a Trusted SoC solution for Non-Trusted Intellectual Property (IP)s

Muhammed Kawser Ahmed, Sujan Kumar Saha, Christophe Bobda

Secure and trustworthy execution in heterogeneous SoCs is a major priority in the modern computing system. Security of SoCs mainly addresses two broad layers of trust issues: 1. Pr…

cs.CR2022

Trusted IP solution in multi-tenant cloud FPGA platform

Muhammed Kawser Ahmed, Sujan Kumar Saha, Christophe Bobda

Because FPGAs outperform traditional processing cores like CPUs and GPUs in terms of performance per watt and flexibility, they are being used more and more in cloud and data cente…

cs.CR2022★ 5 cited

Multi-Tenant Cloud FPGA: A Survey on Security

Muhammed Kawser Ahmed, Joel Mandebi, Sujan Kumar Saha +1

With the exponentially increasing demand for performance and scalability in cloud applications and systems, data center architectures evolved to integrate heterogeneous computing f…