Samaneh Mahdavifar

13 papers B 1Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Comprehensive Analysis of Explainable AI for Malware Hunting. ACM Comput. Surv. Mohd Saqib, Samaneh Mahdavifar, Benjamin C. M. Fung, Philippe Charland
2024	J	`jnl`	CapsRule: Explainable Deep Learning for Classifying Network Attacks. IEEE Trans. Neural Networks Learn. Syst. Samaneh Mahdavifar, Ali A. Ghorbani
2024	—	`conf`	VulEXplaineR: XAI for Vulnerability Detection on Assembly Code. ECML/PKDD (9) Samaneh Mahdavifar, Mohd Saqib, Benjamin C. M. Fung, Philippe Charland, Andrew Walenstein
2022	J	`jnl`	An entity matching-based image topic verification framework for online fact-checking. Int. J. Multim. Intell. Secur. Xichen Zhang, Sajjad Dadkhah, Samaneh Mahdavifar, Rongxing Lu, Ali A. Ghorbani
2022	J	`jnl`	Effective and Efficient Hybrid Android Malware Classification Using Pseudo-Label Stacked Auto-Encoder. J. Netw. Syst. Manag. Samaneh Mahdavifar, Dima Alhadidi, Ali A. Ghorbani
2022	J	`jnl`	Personalized Privacy-Preserving Publication of Trajectory Data by Generalization and Distortion of Moving Points. J. Netw. Syst. Manag. Samaneh Mahdavifar, Fatemeh Deldar, Hassan Mahdikhani
2021	—	`conf`	Classifying Malicious Domains using DNS Traffic Analysis. DASC/PiCom/CBDCom/CyberSciTech Samaneh Mahdavifar, Nasim Maleki, Arash Habibi Lashkari, Matt Broda, Amir H. Razavi
2021	—	`conf`	Lightweight Hybrid Detection of Data Exfiltration using DNS based on Machine Learning. ICCNS Samaneh Mahdavifar, Amgad Hanafy Salem, Princy Victor, Amir H. Razavi, Miguel Garzón, Natasha Hellberg, Arash Habibi Lashkari
2020	J	`jnl`	DeNNeS: deep embedded neural network expert system for detecting cyber attacks. Neural Comput. Appl. Samaneh Mahdavifar, Ali A. Ghorbani
2020	—	`conf`	Dynamic Android Malware Category Classification using Semi-Supervised Deep Learning. DASC/PiCom/CBDCom/CyberSciTech Samaneh Mahdavifar, Andi Fitriah Abdul Kadir, Rasool Fatemi, Dima Alhadidi, Ali A. Ghorbani
2019	J	`jnl`	Achieving Privacy-Preserving Subset Aggregation in Fog-Enhanced IoT. IEEE Access Hassan Mahdikhani, Samaneh Mahdavifar, Rongxing Lu, Hui Zhu, Ali A. Ghorbani
2019	J	`jnl`	Application of deep learning to cybersecurity: A survey. Neurocomputing Samaneh Mahdavifar, Ali A. Ghorbani
2012	B	`conf`	A Clustering-Based Approach for Personalized Privacy Preserving Publication of Moving Object Trajectory Data. NSS Samaneh Mahdavifar, Mahdi Abadi, Mohsen Kahani, Hassan Mahdikhani