Initial Seed Generation

Fuzzing BusyBox: Leveraging LLM and Crash Reuse for Embedded Bug Unearthing

Authors: Asmita, Yaroslav Oliinyk, Michael Scott, Ryan Tsang, Chongzhou Fang, Houman Homayoun | Published: 2024-03-06
LLM Security
Fuzzing
Initial Seed Generation

Secure Summation via Subset Sums: A New Primitive for Privacy-Preserving Distributed Machine Learning

Authors: Valentin Hartmann, Robert West | Published: 2019-06-27 | Updated: 2023-06-19
Data Extraction and Analysis
Privacy Protection
Initial Seed Generation

Achieving Data Utility-Privacy Tradeoff in Internet of Medical Things: A Machine Learning Approach

Authors: Zhitao Guan, Zefang Lv, Xiaojiang Du, Longfei Wu, Mohsen Guizani | Published: 2019-02-08
Privacy Protection Method
Initial Seed Generation
Differential Privacy

Optimizing seed inputs in fuzzing with machine learning

Authors: Liang Cheng, Yang Zhang, Yi Zhang, Chen Wu, Zhangtan Li, Yu Fu, Haisheng Li | Published: 2019-02-07
Fuzzing
Initial Seed Generation