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terilenard/locality-sensitive-hashing-tampering-dectection
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Source code used for detecting tampering using the Exact Euclidean Locality Sensitive Hashing (E2LSH) method. Experimental results were conducted on a dataset collected from the On-Board Diagnostics port (OBD) of a Kia SOUL vehicle demonstrate the practical applicability of the developed methodology.
Paper link:https://dl.acm.org/doi/abs/10.1145/3407023.3409206
Online pdf:https://nislab.umfst.ro/files/IWCC_LSH2020.pdf
@inproceedings{10.1145/3407023.3409206,author = {Bolboac\u{a}, Roland and Lenard, Teri and Genge, B\'{e}la and Haller, Piroska},title = {Locality Sensitive Hashing for Tampering Detection in Automotive Systems},year = {2020},isbn = {9781450388337},publisher = {Association for Computing Machinery},address = {New York, NY, USA},url = {https://doi.org/10.1145/3407023.3409206},doi = {10.1145/3407023.3409206},booktitle = {Proceedings of the 15th International Conference on Availability, Reliability and Security},articleno = {57},numpages = {7},keywords = {controller area networks, locality sensitive hashing, anomaly detection},location = {Virtual Event, Ireland},series = {ARES '20}}Original dataset was provided by:https://ocslab.hksecurity.net/Datasets/driving-dataset
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