Ehsan Nowroozi

660 citations

25 papers · 296 indexed · h-index 10

Impact in

Signal Processing top 10%
- Advanced Malware Detection Techniques
Computer Vision and Pattern Recognition top 10%
- Digital Media Forensic Detection
- Generative Adversarial Networks and Image Synthesis
- Advanced Steganography and Watermarking Techniques

Papers in ⓘ

Computer Vision and Pattern Recognition 14
- Digital Media Forensic Detection 13
- Advanced Steganography and Watermarking Techniques 7
- Face recognition and analysis 3
Artificial Intelligence 14
- Adversarial Robustness in Machine Learning 10
- Anomaly Detection Techniques and Applications 7
- Privacy-Preserving Technologies in Data 3

Co-authors: Mauro Barni (7 shared papers)Benedetta Tondi (6 shared papers)Mauro Conti (9 shared papers)Reza M. Parizi (2 shared papers)Kim‐Kwang Raymond Choo (2 shared papers)Ali Dehghantanha (2 shared papers)A. Costanzo (1 shared paper)Abdeslam El Fergougui (1 shared paper)
Journals: IEEE Transactions on Network and Service Management (6 papers)Multimedia Tools and Applications (2 papers)IEEE Transactions on Services Computing (1 paper)Computers & Security (1 paper)Journal of Parallel and Distributed Computing (1 paper)
Partner nations: Italy United Kingdom Türkiye

In The Last Decade

Ehsan Nowroozi

22 papers receiving 279 citations

Peers

Countries citing papers authored by Ehsan Nowroozi

Since Specialization

Citations

This map shows the geographic impact of Ehsan Nowroozi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ehsan Nowroozi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ehsan Nowroozi more than expected).

Fields of papers citing papers by Ehsan Nowroozi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ehsan Nowroozi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ehsan Nowroozi. The network helps show where Ehsan Nowroozi may publish in the future.

Co-authors

The 23 scholars most cited alongside Ehsan Nowroozi, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Ehsan Nowroozi Line = papers co-authored together Ehsan Nowroozi links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 25 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	A survey of machine learning techniques in adversarial image forensics Computers & Security ·Ehsan Nowroozi, Ali Dehghantanha, Reza M. Parizi, Kim‐Kwang Raymond Choo	2020	50
2	Anomaly detection based on LSTM and autoencoders using federated learning in smart electric grid Journal of Parallel and Distributed Computing ·Rakesh Shrestha, Mohammadreza Mohammadi, Sima Sinaei, Alberto Salcines, David Pampliega, Raul Clemente, Ana Lourdes Sanz, Ehsan Nowroozi, Anders Lindgren	2024	38
3	Demystifying the Transferability of Adversarial Attacks in Computer Networks IEEE Transactions on Network and Service Management ·Ehsan Nowroozi, Yassine Mekdad, Mohammad Hajian Berenjestanaki, Mauro Conti, Abdeslam El Fergougui	2022	30
4	Cnn-Based Detection of Generic Contrast Adjustment with Jpeg Post-Processing Use Siena air (University of Siena) ·Mauro Barni, A. Costanzo, Ehsan Nowroozi, Benedetta Tondi	2018	30
5	An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework IEEE Transactions on Network and Service Management ·Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti	2022	27
6	On the Transferability of Adversarial Examples against CNN-based Image Forensics Use Siena air (University of Siena) ·Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi	2019	16
7	Higher-order, adversary-aware, double JPEG-detection via selected training on attacked samples Use Siena air (University of Siena) ·Mauro Barni, Ehsan Nowroozi, Benedetta Tondi	2017	16
8	Effectiveness of Random Deep Feature Selection for Securing Image Manipulation Detectors Against Adversarial Examples Use Siena air (University of Siena) ·Mauro Barni, Ehsan Nowroozi, Benedetta Tondi, B. Zhang	2020	11
9	VIPPrint: Validating Synthetic Image Detection and Source Linking Methods on a Large Scale Dataset of Printed Documents Journal of Imaging ·Anselmo Ferreira, Ehsan Nowroozi, Mauro Barni	2021	11
10	Resisting Deep Learning Models Against Adversarial Attack Transferability via Feature Randomization IEEE Transactions on Services Computing ·Ehsan Nowroozi, Mohammadreza Mohammadi, Pargol Golmohammadi, Yassine Mekdad, Mauro Conti, A. Selcuk Uluagac	2023	11
11	Detection of adaptive histogram equalization robust against JPEG compression Use Siena air (University of Siena) ·Mauro Barni, Ehsan Nowroozi, Benedetta Tondi	2018	9
12	Employing Deep Ensemble Learning for Improving the Security of Computer Networks Against Adversarial Attacks IEEE Transactions on Network and Service Management ·Ehsan Nowroozi, Mohammadreza Mohammadi, Erkay Savaş, Yassine Mekdad, Mauro Conti	2023	8
13	Federated Learning Under Attack: Exposing Vulnerabilities Through Data Poisoning Attacks in Computer Networks IEEE Transactions on Network and Service Management ·Ehsan Nowroozi, Imran Haider, Rahim Taheri, Mauro Conti	2025	7
14	Improving the security of image manipulation detection through one-and-a-half-class multiple classification Use Siena air (University of Siena) ·Mauro Barni, Ehsan Nowroozi, Benedetta Tondi	2020	6
15	Adversarial Multimedia Forensics SPIRE - Sciences Po Institutional REpository ·Ehsan Nowroozi, Kassem Kallas, Alireza Jolfaei	2024	4
16	Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition SHILAP Revista de lepidopterología ·Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei, Ali Balador, Ehsan Nowroozi, Francesco Flammini, Mauro Conti	2023	4
17	Verifying the Robustness of Machine Learning based Intrusion Detection Against Adversarial Perturbation Ehsan Nowroozi, Rahim Taheri, Mehrdad Hajizadeh, Thomas Bauschert	2024	4
18	Mitigating Label Flipping Attacks in Malicious URL Detectors Using Ensemble Trees IEEE Transactions on Network and Service Management ·Ehsan Nowroozi, Nada Jadalla, Samaneh Ghelichkhani, Alireza Jolfaei	2024	3
19	Anomaly Detection Based on Lstm and Autoencoders Using Federated Learning in Smart Electric Grid SSRN Electronic Journal ·Rakesh Shrestha, Mohammadreza Mohammadi, Sima Sinae, Alberto Salcines, David Pampliega, Raul Clemente, Ehsan Nowroozi, Ana Lourdes Sanz	2023	3
20	Real or virtual: a video conferencing background manipulation-detection system Multimedia Tools and Applications ·Ehsan Nowroozi, Yassine Mekdad, Mauro Conti, Simone Milani, Selcuk Uluagac	2024	2

About Ehsan Nowroozi

Ehsan Nowroozi is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing, Computer Networks and Communications and Information Systems, having authored 25 papers that have together received 296 indexed citations. Recurring topics across this work include Digital Media Forensic Detection (13 papers), Adversarial Robustness in Machine Learning (10 papers), Advanced Malware Detection Techniques (7 papers), Advanced Steganography and Watermarking Techniques (7 papers), Anomaly Detection Techniques and Applications (7 papers), Network Security and Intrusion Detection (6 papers), Face recognition and analysis (3 papers) and Privacy-Preserving Technologies in Data (3 papers). The work is most often cited by research in Signal Processing (91 citations), Computer Vision and Pattern Recognition (121 citations), Artificial Intelligence (159 citations), Computer Networks and Communications (90 citations) and Information Systems (57 citations). Ehsan Nowroozi has collaborated with scholars based in Italy, United Kingdom and Türkiye. Frequent co-authors include Mauro Barni, Benedetta Tondi, Mauro Conti, Reza M. Parizi, Kim‐Kwang Raymond Choo, Ali Dehghantanha, A. Costanzo, Abdeslam El Fergougui, Kassem Kallas and Rakesh Shrestha. Their work appears in journals such as IEEE Transactions on Network and Service Management, Multimedia Tools and Applications, IEEE Transactions on Services Computing, Computers & Security and Journal of Parallel and Distributed Computing.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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