Ehsan Nowroozi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 34

Top Topics

Image Manipulation

Computer Networks

Adaptive Histogram Equalization

Top Venues

IEEE Trans. Netw. Serv. Manag.

Multim. Tools Appl.

Publications

Ehsan Nowroozi, Imran Haider, Rahim Taheri, Mauro Conti
Federated Learning Under Attack: Exposing Vulnerabilities through Data Poisoning Attacks in Computer Networks. CoRR (2024)
Ehsan Nowroozi, Mohammadreza Mohammadi, Pargol Golmohammadi, Yassine Mekdad, Mauro Conti, A. Selcuk Uluagac
Resisting Deep Learning Models Against Adversarial Attack Transferability via Feature Randomization. IEEE Trans. Serv. Comput. 17 (1) (2024)
Ehsan Nowroozi, Nada Jadalla, Samaneh Ghelichkhani, Alireza Jolfaei
Mitigating Label Flipping Attacks in Malicious URL Detectors Using Ensemble Trees. CoRR (2024)
Ehsan Nowroozi, Yoosef Habibi, Mauro Conti
SPRITZ-PS: validation of synthetic face images using a large dataset of printed documents. Multim. Tools Appl. 83 (26) (2024)
Ehsan Nowroozi, Mohammadreza Mohammadi, Erkay Savas, Yassine Mekdad, Mauro Conti
Employing Deep Ensemble Learning for Improving the Security of Computer Networks Against Adversarial Attacks. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Ehsan Nowroozi, Yoosef Habibi, Mauro Conti
Spritz-PS: Validation of Synthetic Face Images Using a Large Dataset of Printed Documents. CoRR (2023)
Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti
An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei, Ali Balador, Ehsan Nowroozi, Francesco Flammini, Mauro Conti
Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition. FedCSIS (2023)
Ehsan Nowroozi, Samaneh Ghelichkhani, Imran Haider, Ali Dehghantanha
Unscrambling the Rectification of Adversarial Attacks Transferability across Computer Networks. CoRR (2023)
Ehsan Nowroozi, Seyedsadra Seyedshoari, Yassine Mekdad, Erkay Savas, Mauro Conti
Cryptocurrency wallets: assessment and security. CoRR (2023)
Ehsan Nowroozi, Mauro Conti, Yassine Mekdad
Detecting High-Quality GAN-Generated Face Images using Neural Networks. CoRR (2022)
Ehsan Nowroozi, Yassine Mekdad, Mohammad Hajian Berenjestanaki, Mauro Conti, Abdeslam El Fergougui
Demystifying the Transferability of Adversarial Attacks in Computer Networks. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Ehsan Nowroozi, Mohammadreza Mohammadi, Pargol Golmohammadi, Yassine Mekdad, Mauro Conti, A. Selcuk Uluagac
Resisting Deep Learning Models Against Adversarial Attack Transferability via Feature Randomization. CoRR (2022)
Ehsan Nowroozi, Yassine Mekdad, Mauro Conti, Simone Milani, A. Selcuk Uluagac, Berrin Yanikoglu
Real or Virtual: A Video Conferencing Background Manipulation-Detection System. CoRR (2022)
Ehsan Nowroozi, Mohammadreza Mohammadi, Erkay Savas, Mauro Conti, Yassine Mekdad
SPRITZ-1.5C: Employing Deep Ensemble Learning for Improving the Security of Computer Networks against Adversarial Attacks. CoRR (2022)
Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti
An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework. CoRR (2022)
Ehsan Nowroozi, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo
A survey of machine learning techniques in adversarial image forensics. Comput. Secur. 100 (2021)
Anselmo Ferreira, Ehsan Nowroozi, Mauro Barni
VIPPrint: A Large Scale Dataset of Printed and Scanned Images for Synthetic Face Images Detection and Source Linking. CoRR (2021)
Ehsan Nowroozi, Mauro Conti, Yassine Mekdad, Mohammad Hajian Berenjestanaki, Abdeslam El Fergougui
Demystifying the Transferability of Adversarial Attacks in Computer Networks. CoRR (2021)
Mauro Conti, Simone Milani, Ehsan Nowroozi, Gabriele Orazi
Do Not Deceive Your Employer with a Virtual Background: A Video Conferencing Manipulation-Detection System. CoRR (2021)
Anselmo Ferreira, Ehsan Nowroozi, Mauro Barni
VIPPrint: Validating Synthetic Image Detection and Source Linking Methods on a Large Scale Dataset of Printed Documents. J. Imaging 7 (3) (2021)
Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi
CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis. CoRR (2020)
Mauro Barni, Ehsan Nowroozi, Benedetta Tondi
Improving the security of image manipulation detection through one-and-a-half-class multiple classification. Multim. Tools Appl. 79 (3-4) (2020)
Mauro Barni, Ehsan Nowroozi, Benedetta Tondi, Bowen Zhang
Effectiveness of Random Deep Feature Selection for Securing Image Manipulation Detectors Against Adversarial Examples. ICASSP (2020)
Ehsan Nowroozi, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo
A Survey of Machine Learning Techniques in Adversarial Image Forensics. CoRR (2020)
Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi
CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis. WIFS (2020)
Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi
On the Transferability of Adversarial Examples against CNN-based Image Forensics. ICASSP (2019)
Mauro Barni, Ehsan Nowroozi, Benedetta Tondi, Bowen Zhang
Effectiveness of random deep feature selection for securing image manipulation detectors against adversarial examples. CoRR (2019)
Mauro Barni, Ehsan Nowroozi, Benedetta Tondi
Improving the Security of Image Manipulation Detection through One-and-a-half-class Multiple Classification. CoRR (2019)
Mauro Barni, Andrea Costanzo, Ehsan Nowroozi, Benedetta Tondi
Cnn-Based Detection of Generic Contrast Adjustment with Jpeg Post-Processing. ICIP (2018)
Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi
On the Transferability of Adversarial Examples Against CNN-Based Image Forensics. CoRR (2018)
Mauro Barni, Andrea Costanzo, Ehsan Nowroozi, Benedetta Tondi
CNN-Based Detection of Generic Constrast Adjustment with JPEG Post-processing. CoRR (2018)
Mauro Barni, Ehsan Nowroozi, Benedetta Tondi
Detection of adaptive histogram equalization robust against JPEG compression. IWBF (2018)
Mauro Bami, Ehsan Nowroozi, Benedetta Tondi
Higher-order, adversary-aware, double JPEG-detection via selected training on attacked samples. EUSIPCO (2017)