A well-known benchmarked NSL KDD network traffic dataset is used. Three sampling techniques namely - random, systematic and under-over sampling are used. Various attributes of dataset considered are duration, src_bytes, dst_bytes, wrong_fragment, num_compromised, num_file_ creations and srv_...
5G cellular networks have recently fostered a wide range of emerging applications, but their popularity has led to traffic growth that far outpaces network expansion. This mismatch may decrease network quality and cause severe performance problems. To reduce the risk, operators need long term traffic...
Network Dataset Layer draw_elements [draw_elements,...] (可选) 输出图层要绘制的网络元素的类型。可用选项取决于输入网络数据集所支持的网络元素。如果网络数据集支持交通流量,则默认为TRAFFIC,否则为EDGES。 此参数仅启用或禁用要与网络数据集图层一起绘制的网络元素的类型。启用的元素使用默认的符号系统绘制。要...
💡evalution & results dataset:收集了两个主要数据集(D1)和(D3),并选择了一个公开可用的数据集(D2)来解决网络中存在的各种情况。 D1流媒体视频:从YouTube (YT), Stan和Netflix上选择视频,各20个,时长为3分钟,并对每个视频进行多次流,产生100条痕迹。在流式传输时,被动捕获网络数据包,将其分成不重叠的...
Specifying the proper speed units of a custom traffic feed ensures the network dataset will interpret the speed values correctly. String Code sample UpdateTrafficData example 1 (Python window) The following Python window script demonstrates how to use theUpdateTrafficDatatool. ...
数据集公开可用:[61] S. Fathi-Kazerooni and R. Rojas-Cessa, PCAP Dataset of Applications Traffic Captured with Wireshark Paint. [Online]. Available: https://http://tinyurl.com/277t8kk3 2. 掩盖方法 我们的关注点是主要的几个统计特征。
例句 释义: 全部,网络数据集,建立网络数据库 更多例句筛选 1. The work capitalized on public hand-classified network dataset and used it to train and tested the supervised SVM traffic classifier. 使用公开的人工标注数据集作为训练集和测试集,通过有监督学习构建支持向量机流量分类器。 www.ceps.com.tw...
Travel modes can model general modes such as driving a car or walking, or they can model specific modes, such as driving a tractor trailer that cannot exceed a speed limit or driving an ambulance that can ignore certain traffic laws. Travel modes are stored in the network dataset and can ...
pythonmonitoringmonitoring-toolnetworkmonitoringnetworktrafficanalysisnetworktraffic UpdatedDec 20, 2023 Python To use the UNSW-NB15 data set to classify cyber attack. It is an IoT-based dataset that contains network traffic captured by a residential gateway. ...
An improved BP neural network to identify traffic is proposed and MOORE_SET is used as dataset, meanwhile, building NOC_SET dataset based on CERNET(China Education and Research Network). the experiment results show that the accuracy rate of traffic classification based on the improved BP neural ...