2026-10-15T10:18:21Z https://data.mendeley.com/oai

oai:data.mendeley.com/6fhw732ccz.1 2022-03-17T09:16:33Z

Ould Slimane, Hadjar ADS-B Message Injection Attacks Dataset Mendeley Data This dataset includes authentic ADS-B messages samples from the OpenSky Network and injected messages simulated using PyCharm. This dataset contains a total of 22,316 messages where legitimate messages are labeled with 0 and injected malicious messages labeled with 1, 2, and 3 for the path modification, ghost aircraft injection, and velocity drift attacks, respectively. This dataset contains 17 features of which 15 are extracted from ADS-B messages, the Received Signal Strength (RSS), and the Doppler shift. A supplementary file containing raw ADS-B messages of the selected receiver is also provided. This dataset can be used to train machine learning models in order to build robust ADS-B message injection attack detection techniques. Cybersecurity Wireless Communication Machine Learning Benouadah, Selma Kaabouch, Naima Dataset doi:10.17632/6fhw732ccz.1 oai:data.mendeley.com/6fhw732ccz.1 Creative Commons Attribution 4.0 International http://creativecommons.org/licenses/by/4.0 https://data.mendeley.com/datasets/6fhw732ccz 2022-03-17T09:16:33Z