Fuzzing: a survey
نویسندگان
چکیده
منابع مشابه
H-Fuzzing: A New Heuristic Method for Fuzzing Data Generation
How to efficiently reduce the fuzzing data scale while assuring high fuzzing veracity and vulnerability coverage is a pivotal issue in program fuzz test. This paper proposes a new heuristic method for fuzzing data generation named with H-Fuzzing. H-Fuzzing achieves a high program execution path coverage by retrieving the static information and dynamic property from the program. Our experiments ...
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Fuzzing is the process of finding security vulnerabilities in input-processing code by repeatedly testing the code with modified inputs. In this paper, we formalize fuzzing as a reinforcement learning problem using the concept of Markov decision processes. This in turn allows us to apply state-of-theart deep Q-learning algorithms that optimize rewards, which we define from runtime properties of...
متن کاملSTAB Fuzzing: A Study of Android’s Binder IPC and Linux/Android Fuzzing
This paper focuses on describing the necessary background to begin working with Binder: Android’s Interprocess Communication (IPC) mechanism, and Linux/Android system call (“syscall”) fuzzing tools. The objective was to study Android and Binder along with system call fuzzing in order to learn more about Android, Binder IPC, and vulnerability detection and analysis. Our study was further concent...
متن کاملDirected Fuzzing Techniques
Beyond the more general fuzzing techniques that are, among others, used to generate tests with a certain amount of coverage, there exist techniques to direct fuzzers with the goal to execute specific program parts (recent changes, critical system calls, ...). A recent approach is described in [1]. The student is to examine the approach described in the given paper and compare it to similar exis...
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ژورنال
عنوان ژورنال: Cybersecurity
سال: 2018
ISSN: 2523-3246
DOI: 10.1186/s42400-018-0002-y