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ORCIDAbdurrahman Pektas
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Books and Theses
- 2015
[b1]Abdurrahman Pektas:
Classification des logiciels malveillants basée sur le comportement à l'aide de l'apprentissage automatique en ligne. (Behavior based malware classification using online machine learning). Grenoble Alpes University, France, 2015
Journal Articles
- 2020
- [j9]Abdurrahman Pektas, Tankut Acarman
:
Learning to detect Android malware via opcode sequences. Neurocomputing 396: 599-608 (2020) - [j8]Abdurrahman Pektas, Tankut Acarman:
Deep learning for effective Android malware detection using API call graph embeddings. Soft Comput. 24(2): 1027-1043 (2020) - 2019
- [j7]Abdurrahman Pektas, Tankut Acarman:
A deep learning method to detect network intrusion through flow-based features. Int. J. Netw. Manag. 29(3) (2019) - [j6]Abdurrahman Pektas, Tankut Acarman:
Deep learning to detect botnet via network flow summaries. Neural Comput. Appl. 31(11): 8021-8033 (2019) - 2018
- [j5]Abdurrahman Pektas, Tankut Acarman:
Malware classification based on API calls and behaviour analysis. IET Inf. Secur. 12(2): 107-117 (2018) - [j4]Abdurrahman Pektas, Tankut Acarman:
Botnet detection based on network flow summary and deep learning. Int. J. Netw. Manag. 28(6) (2018) - [j3]Ömer Erdem, Abdurrahman Pektas, Mehmet Kara:
HoneyThing: A New Honeypot Design for CPE Devices. KSII Trans. Internet Inf. Syst. 12(9): 4512-4526 (2018) - 2017
- [j2]Abdurrahman Pektas, Tankut Acarman:
Classification of malware families based on runtime behaviors. J. Inf. Secur. Appl. 37: 91-100 (2017) - 2014
- [j1]Abdurrahman Pektas, Tankut Acarman:
A dynamic malware analyzer against virtual machine aware malicious software. Secur. Commun. Networks 7(12): 2245-2257 (2014)
Conference and Workshop Papers
- 2017
- [c5]Abdurrahman Pektas, Tankut Acarman:
Ensemble Machine Learning Approach for Android Malware Classification Using Hybrid Features. CORES 2017: 191-200 - [c4]Abdurrahman Pektas, Tankut Acarman:
Portable Dynamic Malware Analysis with an Improved Scalability and Automatisation. CORES 2017: 211-220 - [c3]Abdurrahman Pektas, Tankut Acarman:
Identification of Application in Encrypted Traffic by Using Machine Learning. ICMMI 2017: 545-554 - 2016
- [c2]Abdurrahman Pektas, Mahmut Çavdar, Tankut Acarman:
Android Malware Classification by Applying Online Machine Learning. ISCIS 2016: 72-80 - 2015
- [c1]Abdurrahman Pektas, Tankut Acarman, Yliès Falcone, Jean-Claude Fernandez:
Runtime-behavior based malware classification using online machine learning. WorldCIS 2015: 166-171
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