all InfoSec news
WGAN-AFL: Seed Generation Augmented Fuzzer with Wasserstein-GAN. (arXiv:2401.16947v1 [cs.CR])
cs.CR updates on arXiv.org arxiv.org
The importance of addressing security vulnerabilities is indisputable, with
software becoming crucial in sectors such as national defense and finance.
Consequently, The security issues caused by software vulnerabilities cannot be
ignored. Fuzz testing is an automated software testing technology that can
detect vulnerabilities in the software. However, most previous fuzzers
encounter challenges that fuzzing performance is sensitive to initial input
seeds. In the absence of high-quality initial input seeds, fuzzers may expend
significant resources on program path exploration, leading to …
afl arxiv automated can defense detect finance fuzz fuzzer fuzz testing gan national national defense sectors security security issues seed software software testing software vulnerabilities technology testing vulnerabilities