Author

Raghul Saravanan

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Preprint Aug 2026

Lessons from the Hardware Hacking Competitions: Verification Techniques, Findings, and Insights

A multi-strategy vulnerability analysis methodology is presented, combining simulation-based verification, formal verification, lint analysis, Large Language Model-assisted bug detection, and coverage-guided hybrid fuzzing to derive practical lessons for pre-silicon security verification.

Sudipta Paria, Aritra Dasgupta, Raghul Saravanan et al. · 0 citations

Review Open access 2026

Fuzzing-Based Verification of Hardware Designs: A Comprehensive Survey

This survey presents a comprehensive overview of state-of-the-art hardware fuzzing research, examining how existing hardware fuzzing approaches differ in their fundamental approaches to test generation, simulation infrastructure, mutation strategy, coverage feedback, and bug detection.

Raghul Saravanan, Sudipta Paria, Jayanth Thangellamudi et al. · IEEE Access · 1 citation

Preprint Aug 2026

SoK: ARCUS: On the Efficiency and Efficacy of Hardware Fuzzing

This work presents a comprehensive analysis of contemporary hardware fuzzing techniques applied across three major abstraction layers: Instruction Set Architecture (ISA), microarchitecture, and Register-Transfer Level (RTL). Our study examines key factors including input stimulus quality, mutation strategies, feedback...

Alenkruth Krishnan Murali, Raghul Saravanan, D. SaiManojP et al. · 1 citation