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\n \n \n Fix it now\n

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\n  \n 2026\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n VeriRAG: A Knowledge Graph-Augmented RAG for Verilog and Assertion Generation.\n \n \n \n \n\n\n \n Jayanth , T.; Saravanan, R.; and Sai Manoj, P D\n\n\n \n\n\n\n In IEEE/ACM ASP-DAC, 2026. \n \n\n\n\n
\n\n\n\n \n \n \"VeriRAG:Paper\n  \n \n \n \"VeriRAG:URL\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 69 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{verirag-aspdac,\n  title={VeriRAG: A Knowledge Graph-Augmented RAG for Verilog and Assertion Generation},\n  author={Jayanth ,Thangellamudi and Saravanan, Raghul and Sai Manoj, P D},\n  url = {Paper=https://mason.gmu.edu/~rsaravan/papers/VeriRAG.pdf         URL=https://mason.gmu.edu/~rsaravan/projects/VeriRAG/VeriRAG.html},\n\n  booktitle={IEEE/ACM ASP-DAC},\n  year={2026}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n \n TargetFuzz: Enabling Directed Graybox Fuzzing via SAT-Guided Seed Generation.\n \n \n \n \n\n\n \n Saravanan, R.; and Sai Manoj, P D\n\n\n \n\n\n\n In IEEE/ACM ASP-DAC, 2026. \n \n\n\n\n
\n\n\n\n \n \n \"TargetFuzz:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 17 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{targetfuzz-aspdac,\n  title={TargetFuzz: Enabling Directed Graybox Fuzzing via SAT-Guided Seed Generation},\n  author={Saravanan, Raghul and Sai Manoj, P D},\n  url = {Paper=https://mason.gmu.edu/~rsaravan/papers/TargetFuzz.pdf},\n  booktitle={IEEE/ACM ASP-DAC},\n  year={2026}\n}\n\n\n\n\n\n\n\n
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\n  \n 2025\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n PROFUZZ: Directed Graybox Fuzzing via Module Selection and ATPG-Guided Seed Generation.\n \n \n \n \n\n\n \n Saravanan, R.; Paria, S.; Dasgupta, A.; Bhunia, S.; and Sai Manoj, P D\n\n\n \n\n\n\n In IEEE/ACM ICCAD, 2025. \n \n\n\n\n
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@inproceedings{profuzz,\n  title={PROFUZZ: Directed Graybox Fuzzing via Module Selection and ATPG-Guided Seed Generation},\n  author={Saravanan, Raghul and Paria, Sudipta and Dasgupta, Aritra and Bhunia, Swarup and Sai Manoj, P D},\n  doi={https://doi.org/10.1109/ICCAD66269.2025.11240782},\n  url={URL=https://mason.gmu.edu/~rsaravan/projects/profuzz/profuzz.html},\n  booktitle={IEEE/ACM ICCAD},\n  year={2025}\n}\n\n\n
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\n \n\n \n \n \n \n \n Intelligent Graybox Fuzzing via ATPG-Guided Seed Generation and Submodule Analysis.\n \n \n \n\n\n \n Saravanan, R.; Paria, S.; Dasgupta, A.; Bhunia, S.; and Sai Manoj, P D\n\n\n \n\n\n\n In GOMACTech, 2025. \n \n\n\n\n
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@inproceedings{gomactech,\n  title={Intelligent Graybox Fuzzing via ATPG-Guided Seed Generation and Submodule Analysis},\n  author={Saravanan, Raghul and Paria, Sudipta and Dasgupta, Aritra and Bhunia, Swarup and Sai Manoj, P D},\n\n  \n  booktitle={GOMACTech},\n  year={2025}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n \n SynFuzz: Leveraging Fuzzing of Netlist to Detect Synthesis Bugs.\n \n \n \n \n\n\n \n Saravanan, R.; Paria, S.; Dasgupta, A.; Patnala, V. N.; Bhunia, S.; and Sai Manoj, P D\n\n\n \n\n\n\n arXiv preprint arXiv:2504.18812. 2025.\n \n\n\n\n
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@article{synfuzz,\n  title={SynFuzz: Leveraging Fuzzing of Netlist to Detect Synthesis Bugs},\n  url = {Paper=https://mason.gmu.edu/~rsaravan/papers/synfuzz.pdf URL=https://mason.gmu.edu/~rsaravan/projects/synfuzz.html},\n  doi ={https://doi.org/10.48550/arXiv.2504.18812},\n  author={Saravanan, Raghul and Paria, Sudipta and Dasgupta, Aritra and Patnala, Venkat Nitin and Bhunia, Swarup and Sai Manoj, P D},\n  journal={arXiv preprint arXiv:2504.18812},\n  year={2025}\n}\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
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\n  \n 2024\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n GraphFuzz: Accelerating Hardware Testing with Graph Models.\n \n \n \n\n\n \n Saravanan, R.; Kasarapu, S.; and Manoj Pudukotai Dinakarrao, S.\n\n\n \n\n\n\n arXiv e-prints,arXiv–2412. 2024.\n \n\n\n\n
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@article{graphfuzz,\n  title={GraphFuzz: Accelerating Hardware Testing with Graph Models},\n  author={Saravanan, Raghul and Kasarapu, Sreenitha and Manoj Pudukotai Dinakarrao, Sai},\n  journal={arXiv e-prints},\n  pages={arXiv--2412},\n  year={2024}\n}\n\n\n
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\n \n\n \n \n \n \n \n Accelerating Hardware Verification with Graph Models.\n \n \n \n\n\n \n Saravanan, R.; Kasarapu, S.; and Dinakarrao, S. M. P.\n\n\n \n\n\n\n arXiv preprint arXiv:2412.13374. 2024.\n \n\n\n\n
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@article{saravanan2024accelerating,\n  title={Accelerating Hardware Verification with Graph Models},\n  author={Saravanan, Raghul and Kasarapu, Sreenitha and Dinakarrao, Sai Manoj Pudukotai},\n  journal={arXiv preprint arXiv:2412.13374},\n  year={2024}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Exploring Coverage Metrics in Hardware Fuzzing: A Comprehensive Analysis.\n \n \n \n\n\n \n Saravanan, R.; and Pudukotai Dinakarrao, S. M.\n\n\n \n\n\n\n In Proceedings of the Great Lakes Symposium on VLSI 2024, pages 240–245, 2024. \n \n\n\n\n
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@inproceedings{saravanan2024exploring,\n  title={Exploring Coverage Metrics in Hardware Fuzzing: A Comprehensive Analysis},\n  author={Saravanan, Raghul and Pudukotai Dinakarrao, Sai Manoj},\n  booktitle={Proceedings of the Great Lakes Symposium on VLSI 2024},\n  pages={240--245},\n  year={2024}\n}\n\n\n\n\n\n
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\n \n\n \n \n \n \n \n \n The Fuzz Odyssey: A Survey on Hardware Fuzzing Frameworks for Hardware Design Verification.\n \n \n \n \n\n\n \n Saravanan, R.; and Pudukotai Dinakarrao, S. M.\n\n\n \n\n\n\n In Proceedings of the Great Lakes Symposium on VLSI 2024, pages 192–197, 2024. \n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{saravanan2024fuzz,\n  title={The Fuzz Odyssey: A Survey on Hardware Fuzzing Frameworks for Hardware Design Verification},\n  author={Saravanan, Raghul and Pudukotai Dinakarrao, Sai Manoj},\n  url = {Paper=https://dl.acm.org/doi/pdf/10.1145/3649476.3658697},\n  booktitle={Proceedings of the Great Lakes Symposium on VLSI 2024},\n  pages={192--197},\n  year={2024},\n  doi = {10.1145/3649476.3658697}\n}\n\n\n
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\n \n\n \n \n \n \n \n The Emergence of Hardware Fuzzing: A Critical Review of its Significance.\n \n \n \n\n\n \n Saravanan, R.; and Dinakarrao, S. M. P.\n\n\n \n\n\n\n arXiv preprint arXiv:2403.12812. 2024.\n \n\n\n\n
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@article{saravanan2024emergence,\n  title={The Emergence of Hardware Fuzzing: A Critical Review of its Significance},\n  author={Saravanan, Raghul and Dinakarrao, Sai Manoj Pudukotai},\n  journal={arXiv preprint arXiv:2403.12812},\n  year={2024}\n}\n\n\n\n\n\n\n\n\n\n\n
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\n \n\n \n \n \n \n \n Reconfigurable FET Approximate Computing-based Accelerator for Deep Learning Applications.\n \n \n \n\n\n \n Saravanan, R.; Bavikadi, S.; Rai, S.; Kumar, A.; and Dinakarrao, S. M. P.\n\n\n \n\n\n\n In 2023 IEEE International Symposium on Circuits and Systems (ISCAS), pages 1–5, 2023. IEEE\n \n\n\n\n
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@inproceedings{saravanan2023reconfigurable,\n  title={Reconfigurable FET Approximate Computing-based Accelerator for Deep Learning Applications},\n  author={Saravanan, Raghul and Bavikadi, Sathwika and Rai, Shubham and Kumar, Akash and Dinakarrao, Sai Manoj Pudukotai},\n  booktitle={2023 IEEE International Symposium on Circuits and Systems (ISCAS)},\n  pages={1--5},\n  year={2023},\n  organization={IEEE},\n  doi ={https://doi.org/10.1109/ISCAS46773.2023.10181758}\n  \n  \n  \n}\n\n\n\n
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\n \n\n \n \n \n \n \n N Configuration TRNG based Scrambler Protocol for Secured File Transfer.\n \n \n \n\n\n \n S, R.; Akhileswar, Y.; and Kumar N, M.\n\n\n \n\n\n\n . 2021.\n \n\n\n\n
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@article{s2021n,\n  title={N Configuration TRNG based Scrambler Protocol for Secured File Transfer},\n  author={S, Raghul and Akhileswar, Yaddanapudi and Kumar N, Mohan},\n  year={2021}\n}\n\n
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\n \n\n \n \n \n \n \n Hardware-assisted QR code generation using fault-tolerant TRNG.\n \n \n \n\n\n \n Akhileswar, Y.; Raghul, S; Meghana, C.; and Mohankumar, N\n\n\n \n\n\n\n In International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2019, pages 203–212, 2020. Springer Singapore Singapore\n \n\n\n\n
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@inproceedings{akhileswar2020hardware,\n  title={Hardware-assisted QR code generation using fault-tolerant TRNG},\n  author={Akhileswar, Yaddanapudi and Raghul, S and Meghana, Chitibomma and Mohankumar, N},\n  booktitle={International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2019},\n  pages={203--212},\n  year={2020},\n  organization={Springer Singapore Singapore}\n}\n\n
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\n \n\n \n \n \n \n \n Evolving Reversible Fault-Tolerant Adder Architectures and Their Power Estimation.\n \n \n \n\n\n \n Bharani Surya, S; Gokul Prasad, C; Raghul, S; and Mohankumar, N\n\n\n \n\n\n\n In International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2019, pages 533–540, 2020. Springer Singapore Singapore\n \n\n\n\n
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@inproceedings{bharani2020evolving,\n  title={Evolving Reversible Fault-Tolerant Adder Architectures and Their Power Estimation},\n  author={Bharani Surya, S and Gokul Prasad, C and Raghul, S and Mohankumar, N},\n  booktitle={International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2019},\n  pages={533--540},\n  year={2020},\n  organization={Springer Singapore Singapore}\n}\n\n
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\n \n\n \n \n \n \n \n Microcontroller Based ANN for Pick and Place Robot Coordinate Monitoring System.\n \n \n \n\n\n \n Raghul, S; and Mohankumar, N\n\n\n \n\n\n\n In ICDSMLA 2019: Proceedings of the 1st International Conference on Data Science, Machine Learning and Applications, pages 340–348, 2020. Springer Singapore Singapore\n \n\n\n\n
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@inproceedings{raghul2020microcontroller,\n  title={Microcontroller Based ANN for Pick and Place Robot Coordinate Monitoring System},\n  author={Raghul, S and Mohankumar, N},\n  booktitle={ICDSMLA 2019: Proceedings of the 1st International Conference on Data Science, Machine Learning and Applications},\n  pages={340--348},\n  year={2020},\n  organization={Springer Singapore Singapore}\n}\n\n
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\n \n\n \n \n \n \n \n A low power binary square rooter using reversible logic.\n \n \n \n\n\n \n Krishna, A.; Raj, L. A.; Priyadarsini, G; Raghul, S; and Ramesh, S.\n\n\n \n\n\n\n In 2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS), pages 619–623, 2019. IEEE\n \n\n\n\n
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@inproceedings{krishna2019low,\n  title={A low power binary square rooter using reversible logic},\n  author={Krishna, Adarsh and Raj, LS Anusree and Priyadarsini, G and Raghul, S and Ramesh, SR},\n  booktitle={2019 5th International Conference on Advanced Computing \\& Communication Systems (ICACCS)},\n  pages={619--623},\n  year={2019},\n  organization={IEEE}\n}\n\n
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