视频讲解:
CNN+GRU的网络攻击检测识别完整代码数据_哔哩哔哩_bilibili
效果:
代码:
import tensorflow as tf from tensorflow.keras.layers import Input, Conv2D, MaxPooling2D, BatchNormalization, LSTM, Dropout, Flatten, Dense, Add from tensorflow.keras.models import Model from tensorflow.keras.layers import Conv2D, Activation, AveragePooling2D, Multiply, MaxPooling2D, Dense, Reshape from tensorflow.keras.layers import Input, Conv2D, MaxPooling2D, BatchNormalization, LSTM, Dropout, Dense, Reshape, \ Flatten from tensorflow.keras import