366 citations · 473 across the 6 of their papers we have counts for
6 papers
Black-Box Attacks against RNN based Malware Detection Algorithms
Weiwei Hu, Ying Tan
Recent researches have shown that machine learning based malware detection algorithms are very vulnerable under the attacks of adversarial examples. These works mainly focused on t…
Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN
Weiwei Hu, Ying Tan
Machine learning has been used to detect new malware in recent years, while malware authors have strong motivation to attack such algorithms. Malware authors usually have no access…
Information Utilization Ratio in Heuristic Optimization Algorithms
Junzhi Li, Ying Tan
Heuristic algorithms are able to optimize objective functions efficiently because they use intelligently the information about the objective functions. Thus, information utilizatio…
A Cooperative Framework for Fireworks Algorithm
Shaoqiu Zheng, Junzhi Li, Andreas Janecek +1
This paper presents a cooperative framework for fireworks algorithm (CoFFWA). A detailed analysis of existing fireworks algorithm (FWA) and its recently developed variants has reve…
Introduction and Ranking Results of the ICSI 2014 Competition on Single Objective Optimization
Ying Tan, Junzhi Li, Zhongyang Zheng
This technical report includes the introduction and ranking results of the ICSI 2014 Competition on Single Objective Optimization.
A CUDA-Based Real Parameter Optimization Benchmark
Ke Ding, Ying Tan
Benchmarking is key for developing and comparing optimization algorithms. In this paper, a CUDA-based real parameter optimization benchmark (cuROB) is introduced. Test functions of…