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Euphony: Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware

Mederic Hurier, Guillermo Suarez-Tangil, Santanu Kumar Dash, Tegawende F. Bissyande, Yves Le Traon, Jacques Klein, Lorenzo Cavallaro
2017 2017 IEEE/ACM 14th International Conference on Mining Software Repositories (MSR)  
In this paper, we mine Anti-Virus labels and analyze the associations between all labels given by different vendors to systematically unify common samples into family groups.  ...  Android malware is now pervasive and evolving rapidly. Thousands of malware samples are discovered every day with new models of attacks.  ...  ACKNOWLEDGMENTS We thank the authors of Androzoo [3] , AVClass [37] , Drebin [4] and MalGenome [47] for releasing their work and thus support the reproducibility of their research efforts.  ... 
doi:10.1109/msr.2017.57 dblp:conf/msr/HurierSDBTKC17 fatcat:6eqyljqfhbej3aswtehnc34hh4