A state-of-the-art survey of malware detection approaches using data mining techniques
作者： Alireza Souri , Rahil Hosseini
DOI: 10.1186/S13673-018-0125-X
关键词:
摘要: … In the behavior-based detection, the API calls and assembly … We join bunching and multi-target advancement to produce a … sample space of the malware damage, the data collection …
springeropen.com
springer.com
paperity.org
acm.org参考文章(52)
Zhenlong Yuan, Yongqiang Lu, Yibo Xue, DroidDetector: Android Malware Characterization and Detection Using Deep Learning Tsinghua Science & Technology. ,vol. 21, pp. 114- 123 ,(2016) , 10.1109/TST.2016.7399288
Munkhbayar Bat-Erdene, Hyundo Park, Hongzhe Li, Heejo Lee, Mahn-Soo Choi, Entropy analysis to classify unknown packing algorithms for malware detection International Journal of Information Security. ,vol. 16, pp. 227- 248 ,(2017) , 10.1007/S10207-016-0330-4
Adalat Safarkhanlou, Alireza Souri, Monire Norouzi, SeyedHassan Es. Haghi Sardroud, Formalizing and Verification of an Antivirus Protection Service using Model Checking Procedia Computer Science. ,vol. 57, pp. 1324- 1331 ,(2015) , 10.1016/J.PROCS.2015.07.443
Hashem Hashemi, Amin Azmoodeh, Ali Hamzeh, Sattar Hashemi, Graph embedding as a new approach for unknown malware detection Journal of Computer Virology and Hacking Techniques. ,vol. 13, pp. 153- 166 ,(2017) , 10.1007/S11416-016-0278-Y
Mohamed El Boujnouni, Mohamed Jedra, Noureddine Zahid, New malware detection framework based on N-grams and Support Vector Domain Description information assurance and security. pp. 123- 128 ,(2015) , 10.1109/ISIAS.2015.7492756
Aya Hellal, Lotfi Ben Romdhane, Minimal contrast frequent pattern mining for malware detection Computers & Security. ,vol. 62, pp. 19- 32 ,(2016) , 10.1016/J.COSE.2016.06.004
Jiang Ming, Zhi Xin, Pengwei Lan, Dinghao Wu, Peng Liu, Bing Mao, Impeding behavior-based malware analysis via replacement attacks to malware specifications Journal of Computer Virology and Hacking Techniques. ,vol. 13, pp. 193- 207 ,(2017) , 10.1007/S11416-016-0281-3
Monire Norouzi, Alireza Souri, Majid Samad Zamini, A Data Mining Classification Approach for Behavioral Malware Detection Journal of Computer Networks and Communications. ,vol. 2016, pp. 1- 9 ,(2016) , 10.1155/2016/8069672
Alejandro Martín, Héctor D. Menéndez, David Camacho, MOCDroid: multi-objective evolutionary classifier for Android malware detection Soft Computing. ,vol. 21, pp. 7405- 7415 ,(2017) , 10.1007/S00500-016-2283-Y
James B. Fraley, Marco Figueroa, Polymorphic malware detection using topological feature extraction with data mining southeastcon. pp. 1- 7 ,(2016) , 10.1109/SECON.2016.7506685