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LiHaiyan's Projects

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

dr_droid icon dr_droid

Analysis of code structure for malware classification with machine learning

image_class icon image_class

基于keras集成多种图像分类模型: VGG16、VGG19、InceptionV3、Xception、MobileNet、AlexNet、LeNet、ZF_Net、ResNet18、ResNet34、ResNet50、ResNet_101、ResNet_152、DenseNet

kaggle-malware icon kaggle-malware

Kaggle 'Microsoft Malware Classification Challenge' 3rd place solution

malware-classification icon malware-classification

Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification

malware-detection-using-deep-learning icon malware-detection-using-deep-learning

Firstly, we generate images from benign and malware executable files. Secondly, by using deep learning, we train a model to detect malware files. Then, by the trained model, we try to classify a file as malware or not. By using malware images and deep learning, we can detect malware fast since we do not need any static analysis or dynamic analysis.

malware_classification-1 icon malware_classification-1

Classification of malware images using reduced feature subsets and multi-class support vector machines (SVM)

sensor-phm icon sensor-phm

Senosr Prognostics and Health Management && LR、RF、GBDT、WDCNN、LSTM、biLSTM

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