A Fuzzing Tool Based on Automated Grammar Detection by Jia Song, Jim Alves-Foss

“…We built a fuzzer, called JIMA-Fuzzing, which is an effective fuzzing tool that utilizes grammar detected from sample input. …”
Get full text

RIMFuzz: real-time impact-aware mutation for library API fuzzing by Xiaoke Wang, Lei Zhao

“…To reduce manual effort and avoid reliance on additional samples, some techniques generate fuzz drivers during fuzzing by modeling the test cases to describe API calls and permitting the mutation on the execution sequence as well as argument values of API calls. …”
Get full text

Leverage Sampling Methods and Deep Neural Networks for Fuzzer CAN Bus Message Detection by Thi-Thu-Huong Le, Yeonjeong Hwang, Junyoung Son, Howon Kim

Get full text

From LLMs to Randomness: Analyzing Program Input Efficacy With Resource and Language Metrics by Gavin Black, Eric Yocam, Varghese Mathew Vaidyan, Gurcan Comert, Yong Wang

“…Our findings show that LLM-generated samples can trigger diverse behaviors but are often less effective at exploring resource usage dynamics (CPU, memory) compared with conventional fuzzing. …”
Get full text

基于模糊约束的同步带传动参数的多目标优化设计 by 何嘉洲, 唐伟强

“…Using multi-objectives fuzzy optimization method for the sample of timing belt drive of beverage filling machine, based on the Fuzz and random for timing belt drive parameters and considering the indefinite character of the value of design parameters, the mathematics model of fuzzy design optimization satisfied with the conditions of transmission property is set up, and the optimization and result analysis are given.…”
Get full text

Predominant Sugarcane Cultivars in the Northwestern Colombian Amazon Exhibit High Susceptibility to Orange Rust (<i>Puccinia kuehnii</i>) by Soraida Rojas-Vargas, Juan Carlos Ángel-Sánchez, Diego Alexander Toro-Ardila, Gabriel Rivera-Vera, Diego Armando Jiménez-Carvajal, Fausto Andrés Ortiz-Morea

“…Orange rust was detected in 72% of farms with CP 57-603, 66% with Regional Without Fuzz, and 50% with Cultivar-1, but was absent in farms growing Cultivar-2 and Hairy Purple. …”
Get full text

Formation of hot spots and arc ignition on tungsten with nano-tendril bundles under high-density hydrogen plasma exposure by Dogyun Hwangbo, Shuangyuan Feng, Shin Kajita, Hirohiko Tanaka, Rongshi Zhang, Yuki Hayashi, Maria Morbey, Remco Timmer, Jordy Vernimmen, John Scholten, Thomas Morgan

“…Abstract Nano-tendril bundles (NTBs) are clusters of fuzzy nanostructures that form on tungsten surfaces when they are exposed to helium plasmas under specific conditions, reaching lengths of over 100 µm. Tungsten samples with NTBs and fuzz were exposed to high-density hydrogen plasmas in the Upgraded Pilot-PSI linear plasma device to investigate their response, with a particular focus on unipolar arc ignition and hot spot formation. …”
Get full text

Development and Characterization of Mikania, Kapok, Wool, Sugarcane, and Pineapple Fiber Reinforced Polyester Composite by Rafid Anan, Hasan Al Mahmud, Tabriz Ahnaf Khan, Md Sakib Ul Alam Sakib, Md Shahadhat Hossain

“…The findings showed that incorporating natural materials like Mikania vines, wool, kapok fuzz, sugarcane fibers, and pineapple leaves had a notably positive effect on the mechanical features of the plastic composites. …”
Get full text

Exploring the role of topography in the sputtering process of tungsten by GyM helium plasma by Andrea Uccello, Gabriele Alberti, Matteo Pedroni, Anna Cremona, Francesco Ghezzi, Miriam Saleh, Espedito Vassallo, Luigi Bana, David Dellasega, Matteo Passoni, Carlo Tuccari, Davide Vavassori, Antti Hakola, Marcin Rasinski, Juri Romazanov, the GyM Team

“…Surfaces with varying roughness, from sub-nanometer to approximately 1 µ m, and different textures, including random-like and regular configurations, were studied. The samples were exposed to helium plasma of GyM at energies ranging from 30 to 350 eV, with a fluence of ${\approx}4.3\times10^{24}$ He ^+ m ^−2 and temperatures well below the bulk W fuzz formation threshold of ≈700 ^∘ C. …”
Get full text

Effects of different types of fruit bags on peel color and fruit quality in Zijinhong No. 2 peach by YOU Shuanghong, SHI Wenjing, CHEN Yuanping, WEI Zhaoxin, ZHOU Guangwen, LIU Jiahong, YAN Chongxi, HAN Guohui

“…[Objective] In recent years, nectarines have become increasingly popular among consumers due to their bright color, smooth skin without fuzz, and convenient consumption. A large number of nectarine varieties have been introduced to Chongqing. …”
Get full text

Attack surface analysis and mitigation for near-field communication networks and devices in smart grids by Jing Guo, Zhimin Gu, Haitao Jiang, Yan Li, Daohua Zhu

“…In our experiments, the proposed AFL-Netzob framework discovered 6 vulnerabilities across 3 firmware samples and achieved up to a 2× improvement in fuzzing efficiency compared to Boofuzz. …”
Get full text