Software Open Access
Padhye, Rohan; Lemieux, Caroline
{ "description": "<p>This artifact accompanies the paper "FuzzFactory: Domain-Specific Fuzzing with Waypoints", submitted to OOPSLA 2019.</p>\n\n<p><strong>Paper abstract</strong>:</p>\n\n<p>Coverage-guided fuzz testing has gained prominence as a highly effective method of finding security vulnerabilities such as buffer overflows in programs that parse binary data. Recently, researchers have introduced various specializations to the coverage-guided fuzzing algorithm for different domain-specific testing goals, such as finding performance bottlenecks, generating valid inputs, handling magic-byte comparisons, etc. Each such solution can require weeks of development effort and produces a distinct variant of a fuzzing tool. We observe that many of these domain-specific solutions follow a common solution pattern. In this paper, we present FuzzFactory, a framework for rapid prototyping of domain-specific fuzzing applications. FuzzFactory allows users to specify the collection of dynamic domain-specific feedback during test execution. FuzzFactory uses a domain-specific fuzzing algorithm that incorporates such custom feedback to selectively save intermediate inputs, called waypoints, to augment coverage-guided fuzzing. We use FuzzFactory to implement six domain-specific fuzzing applications: three re-implementations of prior work and three novel solutions, and evaluate their effectiveness on benchmarks from Google's fuzzer test suite. We also show how domain-specific feedback can be composed to produce composite applications, which perform better than the sum of their parts. For example, we combine domain-specific feedback about strict equality comparisons and dynamic memory allocations, to enable the automatic generation of ZIP bombs and PNG bombs. We also discover a previously unknown memory leak in libarchive.</p>", "license": "https://opensource.org/licenses/BSD-2-Clause", "creator": [ { "affiliation": "UC Berkeley", "@type": "Person", "name": "Padhye, Rohan" }, { "affiliation": "UC Berkeley", "@type": "Person", "name": "Lemieux, Caroline" } ], "url": "https://zenodo.org/record/3364086", "datePublished": "2019-08-08", "version": "1.0", "contributor": [ { "affiliation": "UC Berkeley", "@type": "Person", "name": "Sen, Koushik" }, { "affiliation": "Samsung Research America", "@type": "Person", "name": "Simon, Laurent" }, { "affiliation": "Samsung Research America", "@type": "Person", "name": "Vijayakumar, Hayawardh" } ], "@context": "https://schema.org/", "identifier": "https://doi.org/10.5281/zenodo.3364086", "@id": "https://doi.org/10.5281/zenodo.3364086", "@type": "SoftwareSourceCode", "name": "FuzzFactory: Domain-Specific Fuzzing with Waypoints (Replication Package)" }
All versions | This version | |
---|---|---|
Views | 270 | 271 |
Downloads | 103 | 103 |
Data volume | 47.7 GB | 47.7 GB |
Unique views | 249 | 250 |
Unique downloads | 65 | 65 |