diff --git a/Taheri2020NCAA-labelflipping_Sourcecode/README.txt b/Taheri2020NCAA-labelflipping_Sourcecode/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..855f77f6f498508911a43e93fca30e64f6671264 --- /dev/null +++ b/Taheri2020NCAA-labelflipping_Sourcecode/README.txt @@ -0,0 +1,32 @@ + +README.txt + +Help file to run the project written in Python 2.7 and 3.0. + +Dr. Rahim Taheri did this implementation. +Dr. Rahim Taheri, Dr. Mohammad Shojafar and Dr. Zahra Pooranian helped on idea brainstorming and documentation. +Prof. Reza Javidan, Prof. Ali Miri and Prof. M. Conti helped in English correction and leading the team. + +If you need any help on the code, feel free to drop a message to + +Dr. Mohammad Shojafar <mohammad.shojafar@gmail.com> or <m.shojafar@ieee.org> or +Dr. Rahim Taheri <taheri.rahim@gmail.com> + +Step of the running project: + +Label_Flipping_Paper_with_Feature_Selection(LSD_CSD_KDD).py is for label flipping code with feature selection method on LSD CSD and KDD + +Label_Flipping_Paper_without_Feature_Selection(LSD_CSD_KDD).py is for label flipping code without feature selection method on LSD CSD and KDD + +The comparisons are embedded in the code. + +We used three datasets which can be obtained through the links on the paper. + +Note: you need to preprocess and clean the dataset before implementation. + + +I will be glad to cite our paper with the following details in your research papers: + +R. Taheri, R. Javidan, M. Shojafar, Z. Pooranian, A. Miri, M. Conti, "On Defending Against Label Flipping Attacks on Malware Detection Systems", Springer, Neural Computing and Applications (NCAA), Vol. 32, pp. 14781–14800, July 2020. + +DOI: https://doi.org/10.1007/s00521-020-04831-9