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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 …
When fuzzing meets llms: Challenges and opportunities
Fuzzing, a widely-used technique for bug detection, has seen advancements through Large
Language Models (LLMs). Despite their potential, LLMs face specific challenges in fuzzing …
Language Models (LLMs). Despite their potential, LLMs face specific challenges in fuzzing …
Towards better semantics exploration for browser fuzzing
Web browsers exhibit rich semantics that enable a plethora of web-based functionalities.
However, these intricate semantics present significant challenges for the implementation …
However, these intricate semantics present significant challenges for the implementation …
PolyJuice: Detecting Mis-compilation Bugs in Tensor Compilers with Equality Saturation Based Rewriting
Tensor compilers are essential for deploying deep learning applications across various
hardware platforms. While powerful, they are inherently complex and present significant …
hardware platforms. While powerful, they are inherently complex and present significant …
Building dynamic system call sandbox with partial order analysis
Attack surface reduction is a security technique that secures the operating system by
removing the unnecessary code or features of a program. By restricting the system calls that …
removing the unnecessary code or features of a program. By restricting the system calls that …
DarthShader: Fuzzing WebGPU Shader Translators & Compilers
A recent trend towards running more demanding web applications, such as video games or
client-side LLMs, in the browser has led to the adoption of the WebGPU standard that …
client-side LLMs, in the browser has led to the adoption of the WebGPU standard that …
[PDF][PDF] Janus: Detecting Rendering Bugs in Web Browsers via Visual Delta Consistency
Rendering lies at the heart of our modern web experience. However, the correctness of
browser rendering is not always guaranteed, often leading to rendering bugs. Traditional …
browser rendering is not always guaranteed, often leading to rendering bugs. Traditional …
Novelty Not Found: Exploring Input Shadowing in Fuzzing through Adaptive Fuzzer Restarts
Greybox fuzzing enhances software security through unprecedented effectiveness in
automated fault detection. Its success lies in the coverage feedback extracted from the …
automated fault detection. Its success lies in the coverage feedback extracted from the …
My Fuzzers Won't Build: An Empirical Study of Fuzzing Build Failures
Fuzzing is an automated software testing technique used to find software vulnerabilities that
works by sending large amounts of inputs to a software system to trigger bad behaviors. In …
works by sending large amounts of inputs to a software system to trigger bad behaviors. In …
DFL: A DOM sample generation oriented fuzzing framework for browser rendering engines
The security of web browsers, being fundamental to Internet access infrastructure, has
garnered significant attention. Current approaches to identify browser vulnerabilities …
garnered significant attention. Current approaches to identify browser vulnerabilities …