Serial Number: 13
Year: 2010
Kind of Traffic: Emulated
Publicly Available: Yes
Count of Records: 55.2GB network traffic
Features Count: 164
No. of citations: 29
Attack Type: N/A
Download Links: https://onlineacademiccommunity.uvic.ca/isot/2022/11/25/cloud-security-datasets/
Abstract: In 2010, ISOT cloud intrusion dataset was generated by merging malicious traffic from honeypot project in French chapter & normal traffic from Ericsson Research lab in Hungary and (LBNL) Lawrence Berkeley National Laboratory and is first cloud specific dataset available to public. For several days with 1-2 hr per day data was collected in cloud using special collectors at different layers of open stack-based production environment (network layer, guest hosts layer, and hypervisor), and forwarded the data collected (system logs, network traffic, memory dumps, and CPU performance measures) to ISOT lab log server for storage and analysis. The network traffic data collected was stored in packet format. The attacks present are inside and outside attacks. The size of dataset is 8 TB which consists of 55.2 GB of network traffic data. Total 22372418 packets were captured from which 15649 were malicious in phase 1 and 11509254 packets were captured from which 2006382 were malicious in phase 2.