Serial Number: 27
Year: 2014
Kind of Traffic: Simulated
Publicly Available: Yes
Count of Records: 200K points
Features Count: 28
No. of citations: 22
Attack Type: flooding, probe, Bot, Dos, etc
Download Links: Not Available
Abstract: From the dataset SSENet-2011 the attributes of packet-based files are extracted to create SSENet-2014 dataset. The dataset contains over 1.2 million network packets captured over period of 10 hours. The traffic was captured from a simulated environment that includes 10 different virtual machines running various operating systems, applications and services. The traffic includes both benign traffic such as web browsing and email as well as various types of attacks such as port scans, buffer overflow attacks and denial of service attacks. The dataset includes a total of 45 features for each packet, including information such as source and destination IP addresses, protocol type and various flags and options. The authors from every data point “28” attributes were extracted that describe network & host-based attributes. Attributes were created in accordance with KDD CUP 99. This dataset is balanced includes “200,000” labelled data points and is split into test and train set.