Extended version: @ARTICLE{2018arXiv180201185A, author = {{Ahmadi}, M. and {Sotgiu}, A. and {Giacinto}, G.}, title = "{IntelliAV: Building an Effective On-Device Android Malware Detector}", journal = {ArXiv e-prints}, archivePrefix = "arXiv", eprint = {1802.01185}, primaryClass = "cs.CR", keywords = {Computer Science - Cryptography and Security}, year = 2018, month = feb, } Conference version: @inproceedings{intelliav, author = {Mansour Ahmadi and Angelo Sotgiu and Giorgio Giacinto}, title = {IntelliAV: Toward the Feasibility of Building Intelligent Anti-Malware on Android Devices}, booktitle = {International Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) CD-MAKE}, publisher = {Springer-Verlag}, series = {{LNCS}}, year = 2017, month = September, }