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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

D. SaiManojP

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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
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

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