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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 …
JIT-picking: Differential fuzzing of JavaScript engines
Modern JavaScript engines that power websites and even full applications on the Web are
driven by the need for an increasingly fast and snappy user experience. These engines use …
driven by the need for an increasingly fast and snappy user experience. These engines use …
[PDF][PDF] FUZZILLI: Fuzzing for JavaScript JIT Compiler Vulnerabilities.
JavaScript has become an essential part of the Internet infrastructure, and today's interactive
web applications would be inconceivable without this programming language. On the …
web applications would be inconceivable without this programming language. On the …
Validating JIT compilers via compilation space exploration
This paper introduces the novel concept of compilation space, which facilitates the thorough
validation of just-in-time (JIT) compilers in modern language virtual machines (LVMs). The …
validation of just-in-time (JIT) compilers in modern language virtual machines (LVMs). The …
Nodemedic: End-to-end analysis of node. js vulnerabilities with provenance graphs
Packages in the Node. js ecosystem often suffer from serious vulnerabilities such as
arbitrary command injection and code execution. Existing taint analysis tools fall short in …
arbitrary command injection and code execution. Existing taint analysis tools fall short in …
Minerva: browser API fuzzing with dynamic mod-ref analysis
Browser APIs are essential to the modern web experience. Due to their large number and
complexity, they vastly expand the attack surface of browsers. To detect vulnerabilities in …
complexity, they vastly expand the attack surface of browsers. To detect vulnerabilities in …
Fuzzing JavaScript Interpreters with Coverage-Guided Reinforcement Learning for LLM-Based Mutation
J Eom, S Jeong, T Kwon - Proceedings of the 33rd ACM SIGSOFT …, 2024 - dl.acm.org
JavaScript interpreters, crucial for modern web browsers, require an effective fuzzing
method to identify security-related bugs. However, the strict grammatical requirements for …
method to identify security-related bugs. However, the strict grammatical requirements for …
Covrl: Fuzzing javascript engines with coverage-guided reinforcement learning for llm-based mutation
J Eom, S Jeong, T Kwon - arxiv preprint arxiv:2402.12222, 2024 - arxiv.org
Fuzzing is an effective bug-finding technique but it struggles with complex systems like
JavaScript engines that demand precise grammatical input. Recently, researchers have …
JavaScript engines that demand precise grammatical input. Recently, researchers have …
On detecting and measuring exploitable JavaScript functions in real-world applications
JavaScript is often rated as the most popular programming language for the development of
both client-side and server-side applications. Because of its popularity, JavaScript has …
both client-side and server-side applications. Because of its popularity, JavaScript has …
A survey of modern compiler fuzzing
H Ma - arxiv preprint arxiv:2306.06884, 2023 - arxiv.org
Most software that runs on computers undergoes processing by compilers. Since compilers
constitute the fundamental infrastructure of software development, their correctness is …
constitute the fundamental infrastructure of software development, their correctness is …