Serial Number: 92
Year: 2021
Kind of Traffic: Real
Publicly Available: Yes
Count of Records:
Features Count: 86
No. of citations: 69
Attack Type: brute force and probing, SQL Injection, Dos
Download Links: https://zenodo.org/records/5199540
Abstract: HIKARI-2021 dataset is most recent dataset for IDS and was captured between 28 march and 4 may 2021 with each capture session lasted for 3 to 5 hours. As network traffic is evolving with time, it is important to use the dataset, which is up-to-date. HIKARI-2021 was generated with a mixture of ground truth data and contains the network traffic with encrypted traces. From CICIDS-2017 dataset 80 Features were incorporated, with the addition of 4 more features, like destination IP, source IP address, destination port, and source port. This dataset contains 555 278 entries. It has synthetic benign traffic and malicious traffic. Packet traces are processed to anonymize the background traffic like payload and IP address and features are extracted. The dataset constitutes packet traces, documentation and extracted features.