Ehsan Nowroozi

43 papers B 1C 1Misc 3Journal 34Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Survey on Security and Privacy in Federated Learning-Based Intrusion Detection Systems for 5G and Beyond Networks. IEEE Open J. Commun. Soc. Hadiseh Rezaei, Rahim Taheri, Ehsan Nowroozi, Mehrdad Hajizadeh, Stavros Shiaeles, Thomas Bauschert
2025	J	`jnl`	A Random Deep Feature Selection Approach to Mitigate Transferable Adversarial Attacks. IEEE Trans. Netw. Serv. Manag. Ehsan Nowroozi, Mohammadreza Mohammadi, Ahmad Rahdari, Rahim Taheri, Mauro Conti
2025	J	`jnl`	A Survey on Privacy and Security in Distributed Cloud Computing: Exploring Federated Learning and Beyond. IEEE Open J. Commun. Soc. Ahmad Rahdari, Elham Keshavarz, Ehsan Nowroozi, Rahim Taheri, Mehrdad Hajizadeh, Mohammadreza Mohammadi, Sima Sinaei, Thomas Bauschert
2025	—	`conf`	DeepRed: A Deep Learning-Powered Command and Control Framework for Multi-Stage Red Teaming Against ML-based Network Intrusion Detection Systems. WOOT Mehrdad Hajizadeh, Pegah Golchin, Ehsan Nowroozi, Maria Rigaki, Veronica Valeros, Sebastián García, Mauro Conti, Thomas Bauschert
2025	J	`jnl`	Federated Learning Under Attack: Exposing Vulnerabilities Through Data Poisoning Attacks in Computer Networks. IEEE Trans. Netw. Serv. Manag. Ehsan Nowroozi, Imran Haider, Rahim Taheri, Mauro Conti
2025	J	`jnl`	Real or virtual: a video conferencing background manipulation-detection system. Multim. Tools Appl. Ehsan Nowroozi, Yassine Mekdad, Mauro Conti, Simone Milani, A. Selcuk Uluagac
2024	J	`jnl`	Anomaly detection based on LSTM and autoencoders using federated learning in smart electric grid. J. Parallel Distributed Comput. Rakesh Shrestha, Mohammadreza Mohammadi, Sima Sinaei, Alberto Salcines, David Pampliega, Raul Clemente, Ana Lourdes Sanz, Ehsan Nowroozi, Anders Lindgren
2024	J	`jnl`	Federated Learning Under Attack: Exposing Vulnerabilities through Data Poisoning Attacks in Computer Networks. CoRR Ehsan Nowroozi, Imran Haider, Rahim Taheri, Mauro Conti
2024	J	`jnl`	Mitigating Label Flipping Attacks in Malicious URL Detectors Using Ensemble Trees. CoRR Ehsan Nowroozi, Nada Jadalla, Samaneh Ghelichkhani, Alireza Jolfaei
2024	J	`jnl`	Mitigating Label Flipping Attacks in Malicious URL Detectors Using Ensemble Trees. IEEE Trans. Netw. Serv. Manag. Ehsan Nowroozi, Nada Jadalla, Samaneh Ghelichkhani, Alireza Jolfaei
2024	J	`jnl`	Resisting Deep Learning Models Against Adversarial Attack Transferability via Feature Randomization. IEEE Trans. Serv. Comput. Ehsan Nowroozi, Mohammadreza Mohammadi, Pargol Golmohammadi, Yassine Mekdad, Mauro Conti, A. Selcuk Uluagac
2024	J	`jnl`	SPRITZ-PS: validation of synthetic face images using a large dataset of printed documents. Multim. Tools Appl. Ehsan Nowroozi, Yoosef Habibi, Mauro Conti
2024	Misc	`conf`	Verifying the Robustness of Machine Learning based Intrusion Detection Against Adversarial Perturbation. CSR Ehsan Nowroozi, Rahim Taheri, Mehrdad Hajizadeh, Thomas Bauschert
2023	J	`jnl`	An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework. IEEE Trans. Netw. Serv. Manag. Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti
2023	C	`conf`	Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition. FedCSIS Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei, Ali Balador, Ehsan Nowroozi, Francesco Flammini, Mauro Conti
2023	J	`jnl`	Cryptocurrency wallets: assessment and security. CoRR Ehsan Nowroozi, Seyedsadra Seyedshoari, Yassine Mekdad, Erkay Savas, Mauro Conti
2023	J	`jnl`	Employing Deep Ensemble Learning for Improving the Security of Computer Networks Against Adversarial Attacks. IEEE Trans. Netw. Serv. Manag. Ehsan Nowroozi, Mohammadreza Mohammadi, Erkay Savas, Yassine Mekdad, Mauro Conti
2023	J	`jnl`	Spritz-PS: Validation of Synthetic Face Images Using a Large Dataset of Printed Documents. CoRR Ehsan Nowroozi, Yoosef Habibi, Mauro Conti
2023	J	`jnl`	Unscrambling the Rectification of Adversarial Attacks Transferability across Computer Networks. CoRR Ehsan Nowroozi, Samaneh Ghelichkhani, Imran Haider, Ali Dehghantanha
2022	J	`jnl`	An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework. CoRR Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti
2022	J	`jnl`	Demystifying the Transferability of Adversarial Attacks in Computer Networks. IEEE Trans. Netw. Serv. Manag. Ehsan Nowroozi, Yassine Mekdad, Mohammad Hajian Berenjestanaki, Mauro Conti, Abdeslam El Fergougui
2022	J	`jnl`	Detecting High-Quality GAN-Generated Face Images using Neural Networks. CoRR Ehsan Nowroozi, Mauro Conti, Yassine Mekdad
2022	J	`jnl`	Real or Virtual: A Video Conferencing Background Manipulation-Detection System. CoRR Ehsan Nowroozi, Yassine Mekdad, Mauro Conti, Simone Milani, A. Selcuk Uluagac, Berrin Yanikoglu
2022	J	`jnl`	Resisting Deep Learning Models Against Adversarial Attack Transferability via Feature Randomization. CoRR Ehsan Nowroozi, Mohammadreza Mohammadi, Pargol Golmohammadi, Yassine Mekdad, Mauro Conti, A. Selcuk Uluagac
2022	J	`jnl`	SPRITZ-1.5C: Employing Deep Ensemble Learning for Improving the Security of Computer Networks against Adversarial Attacks. CoRR Ehsan Nowroozi, Mohammadreza Mohammadi, Erkay Savas, Mauro Conti, Yassine Mekdad
2021	J	`jnl`	A survey of machine learning techniques in adversarial image forensics. Comput. Secur. Ehsan Nowroozi, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo
2021	J	`jnl`	Demystifying the Transferability of Adversarial Attacks in Computer Networks. CoRR Ehsan Nowroozi, Mauro Conti, Yassine Mekdad, Mohammad Hajian Berenjestanaki, Abdeslam El Fergougui
2021	J	`jnl`	Do Not Deceive Your Employer with a Virtual Background: A Video Conferencing Manipulation-Detection System. CoRR Mauro Conti, Simone Milani, Ehsan Nowroozi, Gabriele Orazi
2021	J	`jnl`	VIPPrint: A Large Scale Dataset of Printed and Scanned Images for Synthetic Face Images Detection and Source Linking. CoRR Anselmo Ferreira, Ehsan Nowroozi, Mauro Barni
2021	J	`jnl`	VIPPrint: Validating Synthetic Image Detection and Source Linking Methods on a Large Scale Dataset of Printed Documents. J. Imaging Anselmo Ferreira, Ehsan Nowroozi, Mauro Barni
2020	J	`jnl`	A Survey of Machine Learning Techniques in Adversarial Image Forensics. CoRR Ehsan Nowroozi, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo
2020	—	`conf`	CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis. WIFS Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi
2020	J	`jnl`	CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis. CoRR Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi
2020	Misc	`conf`	Effectiveness of Random Deep Feature Selection for Securing Image Manipulation Detectors Against Adversarial Examples. ICASSP Mauro Barni, Ehsan Nowroozi, Benedetta Tondi, Bowen Zhang
2020	J	`jnl`	Improving the security of image manipulation detection through one-and-a-half-class multiple classification. Multim. Tools Appl. Mauro Barni, Ehsan Nowroozi, Benedetta Tondi
2019	J	`jnl`	Effectiveness of random deep feature selection for securing image manipulation detectors against adversarial examples. CoRR Mauro Barni, Ehsan Nowroozi, Benedetta Tondi, Bowen Zhang
2019	J	`jnl`	Improving the Security of Image Manipulation Detection through One-and-a-half-class Multiple Classification. CoRR Mauro Barni, Ehsan Nowroozi, Benedetta Tondi
2019	Misc	`conf`	On the Transferability of Adversarial Examples against CNN-based Image Forensics. ICASSP Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi
2018	J	`jnl`	CNN-Based Detection of Generic Constrast Adjustment with JPEG Post-processing. CoRR Mauro Barni, Andrea Costanzo, Ehsan Nowroozi, Benedetta Tondi
2018	B	`conf`	Cnn-Based Detection of Generic Contrast Adjustment with Jpeg Post-Processing. ICIP Mauro Barni, Andrea Costanzo, Ehsan Nowroozi, Benedetta Tondi
2018	—	`conf`	Detection of adaptive histogram equalization robust against JPEG compression. IWBF Mauro Barni, Ehsan Nowroozi, Benedetta Tondi
2018	J	`jnl`	On the Transferability of Adversarial Examples Against CNN-Based Image Forensics. CoRR Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi
2017	—	`conf`	Higher-order, adversary-aware, double JPEG-detection via selected training on attacked samples. EUSIPCO Mauro Bami, Ehsan Nowroozi, Benedetta Tondi