E-FuzzEdge: Optimizing Embedded Device Security with Scalable In-Place Fuzzing
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arXiv
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| Main Authors: | , , , , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866909820412493824 |
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| author | Rusconi, Davide Yousef, Osama Picca, Mirco Toffalini, Flavio Lanzi, Andrea |
| author_facet | Rusconi, Davide Yousef, Osama Picca, Mirco Toffalini, Flavio Lanzi, Andrea |
| contents | In this paper we show E-FuzzEdge, a novel fuzzing architecture targeted towards improving the throughput of fuzzing campaigns in contexts where scalability is unavailable. E-FuzzEdge addresses the inefficiencies of hardware-in-the-loop fuzzing for microcontrollers by optimizing execution speed. We evaluated our system against state-of-the-art benchmarks, demonstrating significant performance improvements. A key advantage of E-FuzzEdgearchitecture is its compatibility with other embedded fuzzing techniques that perform on device testing instead of firmware emulation. This means that the broader embedded fuzzing community can integrate E-FuzzEdge into their workflows to enhance overall testing efficiency. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2510_01393 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | E-FuzzEdge: Optimizing Embedded Device Security with Scalable In-Place Fuzzing Rusconi, Davide Yousef, Osama Picca, Mirco Toffalini, Flavio Lanzi, Andrea Cryptography and Security In this paper we show E-FuzzEdge, a novel fuzzing architecture targeted towards improving the throughput of fuzzing campaigns in contexts where scalability is unavailable. E-FuzzEdge addresses the inefficiencies of hardware-in-the-loop fuzzing for microcontrollers by optimizing execution speed. We evaluated our system against state-of-the-art benchmarks, demonstrating significant performance improvements. A key advantage of E-FuzzEdgearchitecture is its compatibility with other embedded fuzzing techniques that perform on device testing instead of firmware emulation. This means that the broader embedded fuzzing community can integrate E-FuzzEdge into their workflows to enhance overall testing efficiency. |
| title | E-FuzzEdge: Optimizing Embedded Device Security with Scalable In-Place Fuzzing |
| topic | Cryptography and Security |
| url | https://arxiv.org/abs/2510.01393 |