Hybrid of anomaly-based and specification-based IDS for Internet of Things using unsupervised OPF based on MapReduce approach H Bostani, M Sheikhan Computer Communications 98, 52-71, 2017 | 269 | 2017 |
Hybrid of binary gravitational search algorithm and mutual information for feature selection in intrusion detection systems H Bostani, M Sheikhan Soft computing 21 (9), 2307-2324, 2015 | 124 | 2015 |
Modification of supervised OPF-based intrusion detection systems using unsupervised learning and social network concept H Bostani, M Sheikhan Pattern Recognition 62, 56-72, 2017 | 76 | 2017 |
A hybrid intrusion detection architecture for internet of things M Sheikhan, H Bostani 2016 8th International Symposium on Telecommunications (IST), 601-606, 2016 | 49 | 2016 |
Evadedroid: A practical evasion attack on machine learning for black-box android malware detection H Bostani, V Moonsamy Computers & Security 139, 103676, 2024 | 29 | 2024 |
A security mechanism for detecting intrusions in internet of things using selected features based on MI-BGSA M Sheikhan, H Bostani International Journal of Information & Communication Technology Research 9 …, 2017 | 18 | 2017 |
Targeted and Troublesome: Tracking and Advertising on Children's Websites Z Moti, A Senol, H Bostani, FZ Borgesius, V Moonsamy, A Mathur, G Acar Proceedings of the 45th IEEE Symposium on Security and Privacy (IEEE S&P 2024), 2023 | 4 | 2023 |
A strong coreset algorithm to accelerate OPF as a graph-based machine learning in large-scale problems H Bostani, M Sheikhan, B Mahboobi Information Sciences 555, 424-441, 2020 | 4 | 2020 |
Developing a fast supervised optimum-path forest based on coreset H Bostani, M Sheikhan, B Mahboobi 2017 Artificial Intelligence and Signal Processing Conference (AISP), 172-177, 2017 | 4 | 2017 |
Modification of optimum-path forest using Markov cluster process algorithm H Bostani, M Sheikhan 2016 2nd International Conference of Signal Processing and Intelligent …, 2016 | 3 | 2016 |
Hybrid and modified opfs for intrusion detection systems and large-scale problems M Sheikhan, H Bostani Optimum-Path Forest, 109-136, 2022 | 2 | 2022 |
Binary Gravitational Search Algorithm (BGSA): Improved Efficiency M Sheikhan, H Bostani Encyclopedia of Information Assurance-4 Volume Set (Print), 1-19, 2016 | 2 | 2016 |
Level Up with RealAEs: Leveraging Domain Constraints in Feature Space to Strengthen Robustness of Android Malware Detection H Bostani, Z Zhao, Z Liu, V Moonsamy arXiv preprint arXiv:2205.15128, 2022 | 1 | 2022 |
Intrusion Detection and Identification of Attacks on the Internet of Things (IoT) Using a Combination of Machine Learning Methods H Bostani Islamic Azad University South Tehran Branch, 2015 | 1 | 2015 |