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Samaneh Mahdavifar
Title
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Cited by
Year
Application of deep learning to cybersecurity: A survey
S Mahdavifar, AA Ghorbani
Neurocomputing 347, 149-176, 2019
3102019
Dynamic android malware category classification using semi-supervised deep learning
S Mahdavifar, AFA Kadir, R Fatemi, D Alhadidi, AA Ghorbani
2020 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2020
1942020
Effective and efficient hybrid android malware classification using pseudo-label stacked auto-encoder
S Mahdavifar, D Alhadidi, AA Ghorbani
Journal of network and systems management 30 (1), 22, 2022
1152022
DeNNeS: deep embedded neural network expert system for detecting cyber attacks
S Mahdavifar, AA Ghorbani
Neural Computing and Applications 32 (18), 14753-14780, 2020
692020
A clustering-based approach for personalized privacy preserving publication of moving object trajectory data
S Mahdavifar, M Abadi, M Kahani, H Mahdikhani
Network and System Security: 6th International Conference, NSS 2012 …, 2012
272012
Classifying malicious domains using DNS traffic analysis
S Mahdavifar, N Maleki, AH Lashkari, M Broda, AH Razavi
2021 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2021
192021
Lightweight hybrid detection of data exfiltration using dns based on machine learning
S Mahdavifar, A Hanafy Salem, P Victor, AH Razavi, M Garzon, ...
Proceedings of the 2021 11th International Conference on Communication and …, 2021
172021
Achieving privacy-preserving subset aggregation in fog-enhanced IoT
H Mahdikhani, S Mahdavifar, R Lu, H Zhu, AA Ghorbani
IEEE Access 7, 184438-184447, 2019
132019
Personalized privacy-preserving publication of trajectory data by generalization and distortion of moving points
S Mahdavifar, F Deldar, H Mahdikhani
Journal of Network and Systems Management 30 (1), 10, 2022
112022
CapsRule: Explainable deep learning for classifying network attacks
S Mahdavifar, AA Ghorbani
IEEE Transactions on Neural Networks and Learning Systems, 2023
42023
An entity matching-based image topic verification framework for online fact-checking
X Zhang, S Dadkhah, S Mahdavifar, R Lu, AA Ghorbani
International Journal of Multimedia Intelligence and Security 4 (1), 65-85, 2022
12022
Explainable deep learning for detecting cyber threats
S Mahdavifar
University of New Brunswick, 2021
12021
Lightweight Hybrid Data Exfiltration using DNS based on Machine Learning
S Mahdavifar, AH Salem, P Victor, M Garzon, AH Razavi, AH Lashkari
1
A Comprehensive Analysis of Explainable AI for Malware Hunting
M Saqib, S Mahdavifar, BCM Fung, P Charland
ACM Computing Surveys, 2024
2024
Anonymization of Moving Object Trajectory Data with Different Levels of Privacy
S Mahdavifar, M Abadi, M Kahani
Ferdowsi University of Mashhad, 2012
2012
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Articles 1–15