Qianmu Li

Enhancing Robustness of Deep Neural Networks Against Adversarial Malware Samples: Principles, Framework, and AICS'2019 Challenge

2018 · arXiv (Cornell University)

Malware continues to be a major cyber threat, despite the tremendous effort that has been made to combat them. The number of malware in the wild steadily increases over time, meaning that we must resort …

Hybrid Multi-Strategy Improvements for The Aquila Optimizer

2023

Although the original Aquila optimizer shows a strong optimization ability, it will fall into a local optimal solution in many cases. The design of the algorithm is flawed, the switch between exploration and exploitation strategies …