Ehsan Nowroozi

According to our database, Ehsan Nowroozi authored at least 31 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Mitigating Label Flipping Attacks in Malicious URL Detectors Using Ensemble Trees.

Ehsan Nowroozi, Nada Jadalla, Samaneh Ghelichkhani, Alireza Jolfaei

IEEE Trans. Netw. Serv. Manag., December, 2024

SPRITZ-PS: validation of synthetic face images using a large dataset of printed documents.

Ehsan Nowroozi, Yoosef Habibi, Mauro Conti

Multim. Tools Appl., August, 2024

Resisting Deep Learning Models Against Adversarial Attack Transferability via Feature Randomization.

Ehsan Nowroozi, Mohammadreza Mohammadi, Pargol Golmohammadi, Yassine Mekdad, Mauro Conti, A. Selcuk Uluagac

IEEE Trans. Serv. Comput., 2024

Anomaly detection based on LSTM and autoencoders using federated learning in smart electric grid.

Rakesh Shrestha, Mohammadreza Mohammadi, Sima Sinaei, Alberto Salcines, David Pampliega, Raul Clemente, Ana Lourdes Sanz, Ehsan Nowroozi, Anders Lindgren

J. Parallel Distributed Comput., 2024

Federated Learning Under Attack: Exposing Vulnerabilities through Data Poisoning Attacks in Computer Networks.

Ehsan Nowroozi, Imran Haider, Rahim Taheri, Mauro Conti

CoRR, 2024

Verifying the Robustness of Machine Learning based Intrusion Detection Against Adversarial Perturbation.

Ehsan Nowroozi, Rahim Taheri, Mehrdad Hajizadeh, Thomas Bauschert

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2024

2023

Employing Deep Ensemble Learning for Improving the Security of Computer Networks Against Adversarial Attacks.

Ehsan Nowroozi, Mohammadreza Mohammadi, Erkay Savas, Yassine Mekdad, Mauro Conti

IEEE Trans. Netw. Serv. Manag., June, 2023

An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework.

Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti

IEEE Trans. Netw. Serv. Manag., June, 2023

Unscrambling the Rectification of Adversarial Attacks Transferability across Computer Networks.

Ehsan Nowroozi, Samaneh Ghelichkhani, Imran Haider, Ali Dehghantanha

CoRR, 2023

Cryptocurrency wallets: assessment and security.

Ehsan Nowroozi, Seyedsadra Seyedshoari, Yassine Mekdad, Erkay Savas, Mauro Conti

CoRR, 2023

Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition.

Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei, Ali Balador, Ehsan Nowroozi, Francesco Flammini, Mauro Conti

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022

SPRITZ-PS: Validation of Synthetic Face Images Using a Large Dataset of Printed Documents.

Ehsan Nowroozi, Seyedsadra Seyedshoari, Mauro Conti

Dataset, September, 2022

Pristine and Malicious URLs.

Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti

Dataset, April, 2022

Defeating Adversarial Attacks Againt Adversarial attacks in Network Security.

Ehsan Nowroozi, Mohammadreza Mohammadi, Mauro Conti, Pargol Golmohammadi, Yassine Mekdad, Arif Selcuk Uluagac

Dataset, March, 2022

Demystifying the Transferability of Adversarial Attacks in Computer Networks.

Ehsan Nowroozi, Yassine Mekdad, Mohammad Hajian Berenjestanaki, Mauro Conti, Abdeslam El Fergougui

IEEE Trans. Netw. Serv. Manag., 2022

SPRITZ-1.5C: Employing Deep Ensemble Learning for Improving the Security of Computer Networks against Adversarial Attacks.

Ehsan Nowroozi, Mohammadreza Mohammadi, Erkay Savas, Mauro Conti, Yassine Mekdad

CoRR, 2022

Real or Virtual: A Video Conferencing Background Manipulation-Detection System.

Ehsan Nowroozi, Yassine Mekdad, Mauro Conti, Simone Milani, A. Selcuk Uluagac, Berrin Yanikoglu

CoRR, 2022

Detecting High-Quality GAN-Generated Face Images using Neural Networks.

Ehsan Nowroozi, Mauro Conti, Yassine Mekdad

CoRR, 2022

2021

Dataset for Real and Virtual Backgrounds of Video Calls.

Ehsan Nowroozi, Mauro Conti, Simone Milani, Yassine Mekdad, Gabriele Orazi

Dataset, October, 2021

VIPPrint: Validating Synthetic Image Detection and Source Linking Methods on a Large Scale Dataset of Printed Documents.

Anselmo Ferreira, Ehsan Nowroozi, Mauro Barni

J. Imaging, 2021

Do Not Deceive Your Employer with a Virtual Background: A Video Conferencing Manipulation-Detection System.

Mauro Conti, Simone Milani, Ehsan Nowroozi, Gabriele Orazi

CoRR, 2021

VIPPrint: A Large Scale Dataset of Printed and Scanned Images for Synthetic Face Images Detection and Source Linking.

Anselmo Ferreira, Ehsan Nowroozi, Mauro Barni

CoRR, 2021

A survey of machine learning techniques in adversarial image forensics.

Ehsan Nowroozi, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo

Comput. Secur., 2021

2020

Improving the security of image manipulation detection through one-and-a-half-class multiple classification.

Mauro Barni, Ehsan Nowroozi, Benedetta Tondi

Multim. Tools Appl., 2020

CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis.

Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi

Proceedings of the 12th IEEE International Workshop on Information Forensics and Security, 2020

Effectiveness of Random Deep Feature Selection for Securing Image Manipulation Detectors Against Adversarial Examples.

Mauro Barni, Ehsan Nowroozi, Benedetta Tondi, Bowen Zhang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

On the Transferability of Adversarial Examples against CNN-based Image Forensics.

Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

CNN-Based Detection of Generic Constrast Adjustment with JPEG Post-processing.

Mauro Barni, Andrea Costanzo, Ehsan Nowroozi, Benedetta Tondi

CoRR, 2018

Detection of adaptive histogram equalization robust against JPEG compression.

Mauro Barni, Ehsan Nowroozi, Benedetta Tondi

Proceedings of the 2018 International Workshop on Biometrics and Forensics, 2018

Cnn-Based Detection of Generic Contrast Adjustment with Jpeg Post-Processing.

Mauro Barni, Andrea Costanzo, Ehsan Nowroozi, Benedetta Tondi

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Higher-order, adversary-aware, double JPEG-detection via selected training on attacked samples.

Mauro Bami, Ehsan Nowroozi, Benedetta Tondi

Proceedings of the 25th European Signal Processing Conference, 2017