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Fuzzing: a survey for roadmap
Fuzz testing (fuzzing) has witnessed its prosperity in detecting security flaws recently. It
generates a large number of test cases and monitors the executions for defects. Fuzzing has …
generates a large number of test cases and monitors the executions for defects. Fuzzing has …
Demystify the fuzzing methods: A comprehensive survey
S Mallissery, YS Wu - ACM Computing Surveys, 2023 - dl.acm.org
Massive software applications possess complex data structures or parse complex data
structures; in such cases, vulnerabilities in the software become inevitable. The …
structures; in such cases, vulnerabilities in the software become inevitable. The …
Gptfuzzer: Red teaming large language models with auto-generated jailbreak prompts
Large language models (LLMs) have recently experienced tremendous popularity and are
widely used from casual conversations to AI-driven programming. However, despite their …
widely used from casual conversations to AI-driven programming. However, despite their …
Detecting vulnerability on IoT device firmware: A survey
Internet of things (IoT) devices make up 30% of all network-connected endpoints,
introducing vulnerabilities and novel attacks that make many companies as primary targets …
introducing vulnerabilities and novel attacks that make many companies as primary targets …
Sok: Prudent evaluation practices for fuzzing
Fuzzing has proven to be a highly effective approach to uncover software bugs over the past
decade. After AFL popularized the groundbreaking concept of lightweight coverage …
decade. After AFL popularized the groundbreaking concept of lightweight coverage …
Fuzzing of embedded systems: A survey
Security attacks abuse software vulnerabilities of IoT devices; hence, detecting and
eliminating these vulnerabilities immediately are crucial. Fuzzing is an efficient method to …
eliminating these vulnerabilities immediately are crucial. Fuzzing is an efficient method to …
From One Thousand Pages of Specification to Unveiling Hidden Bugs: Large Language Model Assisted Fuzzing of Matter {IoT} Devices
Matter is an IoT connectivity standard backed by over two hundred companies. Since the
release of its specification in October 2022, numerous IoT devices have become Matter …
release of its specification in October 2022, numerous IoT devices have become Matter …
StateAFL: Greybox fuzzing for stateful network servers
R Natella - Empirical Software Engineering, 2022 - Springer
Fuzzing network servers is a technical challenge, since the behavior of the target server
depends on its state over a sequence of multiple messages. Existing solutions are costly …
depends on its state over a sequence of multiple messages. Existing solutions are costly …
Llmif: Augmented large language model for fuzzing iot devices
Despite the efficacy of fuzzing in verifying the implementation correctness of network
protocols, existing IoT protocol fuzzing approaches grapple with several limitations …
protocols, existing IoT protocol fuzzing approaches grapple with several limitations …
Bleem: Packet sequence oriented fuzzing for protocol implementations
Protocol implementations are essential components in network infrastructures. Flaws hidden
in the implementations can easily render devices vulnerable to adversaries. Therefore …
in the implementations can easily render devices vulnerable to adversaries. Therefore …