OptiMine, a hybrid knowledge-to-code framework that integrates large language models with static program analysis to automatically uncover actionable performance optimizations, enables reliable and scalable performance auditing, bridging expert knowledge and actionable performance improvements in real-world mobile syst...
Peng-Bo Du, Qiu-Ping Yi, Liang-Zheng Zhang et al.· Proceedings of the ACM on So...· 0 citations
This article describes and categorize embedded systems, highlights the challenges posed by embedded systems for taint analysis, examine state-of-the-art techniques, and categorize dozens of tools in this field.
A generative adversarial framework named CITP for generating cross-instance targeted perturbations that leverages shared features among instances of the same class to produce perturbations that can be transferred to other instances within that class.