Samaneh Mahdavifar

Samaneh Mahdavifar

University of New Brunswick

H-index: 8

North America-Canada

About Samaneh Mahdavifar

Samaneh Mahdavifar, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of New Brunswick, specializes in the field of Deep Learning, Machine Learning, Trustworthy AI, Cybersecurity, Privacy.

His recent articles reflect a diverse array of research interests and contributions to the field:

CapsRule: Explainable Deep Learning for Classifying Network Attacks

Effective and efficient hybrid android malware classification using pseudo-label stacked auto-encoder

Personalized privacy-preserving publication of trajectory data by generalization and distortion of moving points

An entity matching-based image topic verification framework for online fact-checking

Explainable deep learning for detecting cyber threats

Lightweight hybrid data exfiltration using DNS based on machine learning

Lightweight hybrid detection of data exfiltration using dns based on machine learning

Classifying malicious domains using DNS traffic analysis

Samaneh Mahdavifar Information

University

Position

___

Citations(all)

638

Citations(since 2020)

621

Cited By

96

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

University of New Brunswick

Google Scholar

View Google Scholar Profile

Samaneh Mahdavifar Skills & Research Interests

Deep Learning

Machine Learning

Trustworthy AI

Cybersecurity

Privacy

Top articles of Samaneh Mahdavifar

Title

Journal

Author(s)

Publication Date

CapsRule: Explainable Deep Learning for Classifying Network Attacks

IEEE Transactions on Neural Networks and Learning Systems

Samaneh Mahdavifar

Ali A Ghorbani

2023/4/13

Effective and efficient hybrid android malware classification using pseudo-label stacked auto-encoder

Journal of network and systems management

Samaneh Mahdavifar

Dima Alhadidi

Ali A Ghorbani

2022/1

Personalized privacy-preserving publication of trajectory data by generalization and distortion of moving points

Journal of Network and Systems Management

Samaneh Mahdavifar

Fatemeh Deldar

Hassan Mahdikhani

2022/1

An entity matching-based image topic verification framework for online fact-checking

International Journal of Multimedia Intelligence and Security

Xichen Zhang

Sajjad Dadkhah

Samaneh Mahdavifar

Rongxing Lu

Ali A Ghorbani

2022

Explainable deep learning for detecting cyber threats

Samaneh Mahdavifar

2021

Lightweight hybrid data exfiltration using DNS based on machine learning

The 11th IEEE International Conference on Communication and Network Security (ICCNS)

Samaneh Mahdavifar

A Hanafy Salem

Princy Victor

Miguel Garzon

Amir H Razavi

...

2021/12/3

Lightweight hybrid detection of data exfiltration using dns based on machine learning

Samaneh Mahdavifar

Amgad Hanafy Salem

Princy Victor

Amir H Razavi

Miguel Garzon

...

2021/12/3

Classifying malicious domains using DNS traffic analysis

Samaneh Mahdavifar

Nasim Maleki

Arash Habibi Lashkari

Matt Broda

Amir H Razavi

2021/10/25

DeNNeS: deep embedded neural network expert system for detecting cyber attacks

Neural Computing and Applications

Samaneh Mahdavifar

Ali A Ghorbani

2020/9

Dynamic android malware category classification using semi-supervised deep learning

Samaneh Mahdavifar

Andi Fitriah Abdul Kadir

Rasool Fatemi

Dima Alhadidi

Ali A Ghorbani

2020/8/17

See List of Professors in Samaneh Mahdavifar University(University of New Brunswick)

Co-Authors

H-index: 86
Rongxing Lu

Rongxing Lu

University of New Brunswick

H-index: 26
Hui Zhu (朱辉)

Hui Zhu (朱辉)

Xidian University

H-index: 22
Mohsen Kahani

Mohsen Kahani

Ferdowsi University of Mashhad

H-index: 20
Mahdi Abadi

Mahdi Abadi

Tarbiat Modares University

H-index: 15
Dima Alhadidi

Dima Alhadidi

University of Windsor

H-index: 9
Hassan Mahdikhani

Hassan Mahdikhani

University of New Brunswick

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