Serial Number: 107
Year: 2022
Kind of Traffic: Real
Publicly Available: Yes
Count of Records: 661,304 packets
Features Count: 17
No. of citations: 12
Attack Type: DDOS
Download Links: https://www.kaggle.com/datasets/jaredalanmathews/coapddos
Abstract: The latest dataset under consideration is the CoAP-DoS by Mathews et al, which is publicly available. Specifically tailored for IDS based on Machine Learning, this dataset stands out as the sole one identified that addresses the CoAP protocol, focusing on DoS attacks against this protocol. The authors installed measuring instruments on four devices, comprising a server, which is a Raspberry Pi, and three omputers, among which two functioned as malicious entities. These devices generated both normal and Distributed Denial of Service (DDoS) traffic, which was meticulously recorded over a span of 16 hours. The dataset can be obtained in two formats: total of 661,304 extensive captures of packets, CSV file containing 17 extracted traffic features. JSON files contains traffic which is malicious.