Samaneh Mahdavifar

13 papers B 1Journal 8Unranked 4
YearRankTypeTitle / 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