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Ehsan Nowroozi
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2020 – today
- 2024
- [j9]Rakesh Shrestha
, Mohammadreza Mohammadi, Sima Sinaei, Alberto Salcines, David Pampliega, Raul Clemente, Ana Lourdes Sanz, Ehsan Nowroozi, Anders Lindgren:
Anomaly detection based on LSTM and autoencoders using federated learning in smart electric grid. J. Parallel Distributed Comput. 193: 104951 (2024) - [j8]Ehsan Nowroozi
SPRITZ-PS: validation of synthetic face images using a large dataset of printed documents. Multim. Tools Appl. 83(26): 67795-67823 (2024) - [j7]Ehsan Nowroozi
Resisting Deep Learning Models Against Adversarial Attack Transferability via Feature Randomization. IEEE Trans. Serv. Comput. 17(1): 18-29 (2024) - [c8]Ehsan Nowroozi, Rahim Taheri, Mehrdad Hajizadeh, Thomas Bauschert:
Verifying the Robustness of Machine Learning based Intrusion Detection Against Adversarial Perturbation. CSR 2024: 9-15 - [i19]Ehsan Nowroozi, Imran Haider, Rahim Taheri, Mauro Conti:
Federated Learning Under Attack: Exposing Vulnerabilities through Data Poisoning Attacks in Computer Networks. CoRR abs/2403.02983 (2024) - [i18]Ehsan Nowroozi, Nada Jadalla, Samaneh Ghelichkhani, Alireza Jolfaei:
Mitigating Label Flipping Attacks in Malicious URL Detectors Using Ensemble Trees. CoRR abs/2403.02995 (2024) - 2023
- [j6]Ehsan Nowroozi
An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework. IEEE Trans. Netw. Serv. Manag. 20(2): 1332-1344 (2023) - [j5]Ehsan Nowroozi
Employing Deep Ensemble Learning for Improving the Security of Computer Networks Against Adversarial Attacks. IEEE Trans. Netw. Serv. Manag. 20(2): 2096-2105 (2023) - [c7]Samaneh Mohammadi, Mohammadreza Mohammadi
Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition. FedCSIS 2023: 191-199 - [i17]Ehsan Nowroozi, Seyedsadra Seyedshoari, Yassine Mekdad, Erkay Savas, Mauro Conti:
Cryptocurrency wallets: assessment and security. CoRR abs/2303.12940 (2023) - [i16]Ehsan Nowroozi, Yoosef Habibi, Mauro Conti:
Spritz-PS: Validation of Synthetic Face Images Using a Large Dataset of Printed Documents. CoRR abs/2304.02982 (2023) - [i15]Ehsan Nowroozi, Samaneh Ghelichkhani, Imran Haider, Ali Dehghantanha:
Unscrambling the Rectification of Adversarial Attacks Transferability across Computer Networks. CoRR abs/2311.03373 (2023) - 2022
- [j4]Ehsan Nowroozi
Demystifying the Transferability of Adversarial Attacks in Computer Networks. IEEE Trans. Netw. Serv. Manag. 19(3): 3387-3400 (2022) - [d4]Ehsan Nowroozi
Pristine and Malicious URLs. IEEE DataPort, 2022 - [d3]Ehsan Nowroozi
Defeating Adversarial Attacks Againt Adversarial attacks in Network Security. Zenodo, 2022 - [d2]Ehsan Nowroozi
SPRITZ-PS: Validation of Synthetic Face Images Using a Large Dataset of Printed Documents. IEEE DataPort, 2022 - [i14]Ehsan Nowroozi, Mauro Conti, Yassine Mekdad:
Detecting High-Quality GAN-Generated Face Images using Neural Networks. CoRR abs/2203.01716 (2022) - [i13]Ehsan Nowroozi, Yassine Mekdad, Mauro Conti, Simone Milani, A. Selcuk Uluagac, Berrin Yanikoglu:
Real or Virtual: A Video Conferencing Background Manipulation-Detection System. CoRR abs/2204.11853 (2022) - [i12]Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti:
An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework. CoRR abs/2204.13172 (2022) - [i11]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 abs/2209.04930 (2022) - [i10]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 abs/2209.12195 (2022) - 2021
- [j3]Ehsan Nowroozi
A survey of machine learning techniques in adversarial image forensics. Comput. Secur. 100: 102092 (2021) - [j2]Anselmo Ferreira
VIPPrint: Validating Synthetic Image Detection and Source Linking Methods on a Large Scale Dataset of Printed Documents. J. Imaging 7(3): 50 (2021) - [d1]Ehsan Nowroozi
Dataset for Real and Virtual Backgrounds of Video Calls. Zenodo, 2021 - [i9]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 abs/2102.06792 (2021) - [i8]Mauro Conti, Simone Milani, Ehsan Nowroozi, Gabriele Orazi:
Do Not Deceive Your Employer with a Virtual Background: A Video Conferencing Manipulation-Detection System. CoRR abs/2106.15130 (2021) - [i7]Ehsan Nowroozi, Mauro Conti, Yassine Mekdad, Mohammad Hajian Berenjestanaki, Abdeslam El Fergougui:
Demystifying the Transferability of Adversarial Attacks in Computer Networks. CoRR abs/2110.04488 (2021) - 2020
- [j1]Mauro Barni, Ehsan Nowroozi
Improving the security of image manipulation detection through one-and-a-half-class multiple classification. Multim. Tools Appl. 79(3-4): 2383-2408 (2020) - [c6]Mauro Barni, Ehsan Nowroozi
Effectiveness of Random Deep Feature Selection for Securing Image Manipulation Detectors Against Adversarial Examples. ICASSP 2020: 2977-2981 - [c5]Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi:
CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis. WIFS 2020: 1-6 - [i6]Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi:
CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis. CoRR abs/2007.12909 (2020) - [i5]Ehsan Nowroozi, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo:
A Survey of Machine Learning Techniques in Adversarial Image Forensics. CoRR abs/2010.09680 (2020)
2010 – 2019
- 2019
- [c4]Mauro Barni, Kassem Kallas, Ehsan Nowroozi
On the Transferability of Adversarial Examples against CNN-based Image Forensics. ICASSP 2019: 8286-8290 - [i4]Mauro Barni, Ehsan Nowroozi, Benedetta Tondi:
Improving the Security of Image Manipulation Detection through One-and-a-half-class Multiple Classification. CoRR abs/1902.08446 (2019) - [i3]Mauro Barni, Ehsan Nowroozi, Benedetta Tondi, Bowen Zhang:
Effectiveness of random deep feature selection for securing image manipulation detectors against adversarial examples. CoRR abs/1910.12392 (2019) - 2018
- [c3]Mauro Barni, Andrea Costanzo, Ehsan Nowroozi
Cnn-Based Detection of Generic Contrast Adjustment with Jpeg Post-Processing. ICIP 2018: 3803-3807 - [c2]Mauro Barni, Ehsan Nowroozi
Detection of adaptive histogram equalization robust against JPEG compression. IWBF 2018: 1-8 - [i2]Mauro Barni, Andrea Costanzo, Ehsan Nowroozi, Benedetta Tondi:
CNN-Based Detection of Generic Constrast Adjustment with JPEG Post-processing. CoRR abs/1805.11318 (2018) - [i1]Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi:
On the Transferability of Adversarial Examples Against CNN-Based Image Forensics. CoRR abs/1811.01629 (2018) - 2017
- [c1]Mauro Bami, Ehsan Nowroozi
Higher-order, adversary-aware, double JPEG-detection via selected training on attacked samples. EUSIPCO 2017: 281-285
Coauthor Index
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