abideen/iot
收藏资源简介:
--- dataset_info: features: - name: flow_duration dtype: float64 - name: Header_Length dtype: float64 - name: Protocol Type dtype: float64 - name: Duration dtype: float64 - name: Rate dtype: float64 - name: Srate dtype: float64 - name: Drate dtype: float64 - name: fin_flag_number dtype: float64 - name: syn_flag_number dtype: float64 - name: rst_flag_number dtype: float64 - name: psh_flag_number dtype: float64 - name: ack_flag_number dtype: float64 - name: ece_flag_number dtype: float64 - name: cwr_flag_number dtype: float64 - name: ack_count dtype: float64 - name: syn_count dtype: float64 - name: fin_count dtype: float64 - name: urg_count dtype: float64 - name: rst_count dtype: float64 - name: HTTP dtype: float64 - name: HTTPS dtype: float64 - name: DNS dtype: float64 - name: Telnet dtype: float64 - name: SMTP dtype: float64 - name: SSH dtype: float64 - name: IRC dtype: float64 - name: TCP dtype: float64 - name: UDP dtype: float64 - name: DHCP dtype: float64 - name: ARP dtype: float64 - name: ICMP dtype: float64 - name: IPv dtype: float64 - name: LLC dtype: float64 - name: Tot sum dtype: float64 - name: Min dtype: float64 - name: Max dtype: float64 - name: AVG dtype: float64 - name: Std dtype: float64 - name: Tot size dtype: float64 - name: IAT dtype: float64 - name: Number dtype: float64 - name: Magnitue dtype: float64 - name: Radius dtype: float64 - name: Covariance dtype: float64 - name: Variance dtype: float64 - name: Weight dtype: float64 - name: label dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 13956317983 num_examples: 36346418 download_size: 3327081946 dataset_size: 13956317983 configs: - config_name: default data_files: - split: train path: data/train-* ---
数据集信息: 特征: - 名称:流持续时长(flow_duration),数据类型:float64 - 名称:首部长度(Header_Length),数据类型:float64 - 名称:协议类型(Protocol Type),数据类型:float64 - 名称:持续时长(Duration),数据类型:float64 - 名称:速率(Rate),数据类型:float64 - 名称:Srate(发送速率),数据类型:float64 - 名称:Drate(接收速率),数据类型:float64 - 名称:FIN标志计数(fin_flag_number),数据类型:float64 - 名称:SYN标志计数(syn_flag_number),数据类型:float64 - 名称:RST标志计数(rst_flag_number),数据类型:float64 - 名称:PSH标志计数(psh_flag_number),数据类型:float64 - 名称:ACK标志计数(ack_flag_number),数据类型:float64 - 名称:ECE标志计数(ece_flag_number),数据类型:float64 - 名称:CWR标志计数(cwr_flag_number),数据类型:float64 - 名称:ACK计数(ack_count),数据类型:float64 - 名称:SYN计数(syn_count),数据类型:float64 - 名称:FIN计数(fin_count),数据类型:float64 - 名称:URG计数(urg_count),数据类型:float64 - 名称:RST计数(rst_count),数据类型:float64 - 名称:HTTP(超文本传输协议),数据类型:float64 - 名称:HTTPS(超文本传输安全协议),数据类型:float64 - 名称:DNS(域名系统),数据类型:float64 - 名称:Telnet(远程登录协议),数据类型:float64 - 名称:SMTP(简单邮件传输协议),数据类型:float64 - 名称:SSH(安全外壳协议),数据类型:float64 - 名称:IRC(互联网中继聊天),数据类型:float64 - 名称:TCP(传输控制协议),数据类型:float64 - 名称:UDP(用户数据报协议),数据类型:float64 - 名称:DHCP(动态主机配置协议),数据类型:float64 - 名称:ARP(地址解析协议),数据类型:float64 - 名称:ICMP(互联网控制报文协议),数据类型:float64 - 名称:IPv(IP协议版本),数据类型:float64 - 名称:LLC(逻辑链路控制),数据类型:float64 - 名称:总求和值(Tot sum),数据类型:float64 - 名称:最小值(Min),数据类型:float64 - 名称:最大值(Max),数据类型:float64 - 名称:平均值(AVG),数据类型:float64 - 名称:标准差(Std),数据类型:float64 - 名称:总大小(Tot size),数据类型:float64 - 名称:到达间隔时间(IAT),数据类型:float64 - 名称:数量(Number),数据类型:float64 - 名称:幅值(Magnitue),数据类型:float64 - 名称:半径(Radius),数据类型:float64 - 名称:协方差(Covariance),数据类型:float64 - 名称:方差(Variance),数据类型:float64 - 名称:权重(Weight),数据类型:float64 - 名称:标签(label),数据类型:string - 名称:索引列_0(__index_level_0__),数据类型:int64 划分集: - 名称:训练集(train),字节数:13956317983,样本数量:36346418 下载大小:3327081946 数据集总大小:13956317983 配置: - 配置名称:默认配置(default),数据文件: - 划分集:train,数据路径:data/train-*
数据集概述
数据集特征
- flow_duration: float64
- Header_Length: float64
- Protocol Type: float64
- Duration: float64
- Rate: float64
- Srate: float64
- Drate: float64
- fin_flag_number: float64
- syn_flag_number: float64
- rst_flag_number: float64
- psh_flag_number: float64
- ack_flag_number: float64
- ece_flag_number: float64
- cwr_flag_number: float64
- ack_count: float64
- syn_count: float64
- fin_count: float64
- urg_count: float64
- rst_count: float64
- HTTP: float64
- HTTPS: float64
- DNS: float64
- Telnet: float64
- SMTP: float64
- SSH: float64
- IRC: float64
- TCP: float64
- UDP: float64
- DHCP: float64
- ARP: float64
- ICMP: float64
- IPv: float64
- LLC: float64
- Tot sum: float64
- Min: float64
- Max: float64
- AVG: float64
- Std: float64
- Tot size: float64
- IAT: float64
- Number: float64
- Magnitue: float64
- Radius: float64
- Covariance: float64
- Variance: float64
- Weight: float64
- label: string
- index_level_0: int64
数据集分割
- train:
- num_bytes: 13956317983
- num_examples: 36346418
数据集大小
- download_size: 3327081946
- dataset_size: 13956317983




