Datasets of RT spoofing attacks on MIL-STD-1553 communication traffic

Datasets of RT spoofing attacks on MIL-STD-1553 communication traffic

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The datasets in Max-E-Therm Parts this article are produced to evaluate the ability of MIL-STD-1553 intrusion detection systems to detect attacks that emulate normal non-periodical messages, at differing attack occurrence rates.And different data representations.We present three streams of simulated MIL-STD-1553 traffic containing both normal and attack messages corresponding to packets that were injected into the bus by a malicious remote terminal.The implemented attacks emulate normal non-periodical communication so detecting them with a low false positive rate is non-trivial.Each stream is separated into a training set of normal messages and a test set of both normal and attack messages.

The test sets differ by the occurrence rate of attack messages (0.01%, 0.10%, and 1.00%).Each stream is also preprocessed into a dataset of message sequences so that it can be used for sequential anomaly detection analysis.

The sequential test sets differ by the occurrence rate of attack sequences (0.14%, 1.26%, and 11.01%).All dataset files Dipping Liquid can be found in Mendeley Data, doi:10.

17632/jvgdrmjvs3.3.