Ashkan Moradi
About
Ashkan Moradi received an M.Sc. degree in telecommunication networks from the University of Tehran in 2016. He received a Ph.D. degree in "Distributed Learning and Estimation with Enhanced Privacy and Security" from the Department of Electronic Systems, Norwegian University of Science and Technology (NTNU) in 2023. From June 2022 to August 2022, he was a Visiting Researcher at the Technical University of Munich. He is currently a Postdoctoral researcher at the Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences at NTNU. His expertise and research interests include Federated learning with a primary focus on cancer research, distributed learning, and estimation in resource-constrained networks, with an emphasis on agent privacy and data security.
Publications
2023
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Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Anders Stefan.
(2023)
Communication-efficient and privacy-aware distributed learning.
IEEE Transactions on Signal and Information Processing over Networks
Academic article
-
Moradi, Ashkan;
Venkategowda, Naveen K. D.;
Werner, Anders Stefan.
(2023)
Total Variation-Based Distributed Kalman Filtering for Resiliency Against Byzantines.
IEEE Sensors Journal
Academic article
2022
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Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2022)
Privacy-Preserving Distributed Kalman Filtering.
IEEE Transactions on Signal Processing
Academic article
-
Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Kumar Dasanadoddi Venkategowda, Naveen;
Werner, Stefan.
(2022)
Communication-efficient and privacy-aware distributed LMS algorithm.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
2021
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Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Securing the Distributed Kalman Filter Against Curious Agents.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries.
IEEE conference proceedings
Academic chapter/article/Conference paper
2019
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2019)
Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
Journal publications
-
Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Anders Stefan.
(2023)
Communication-efficient and privacy-aware distributed learning.
IEEE Transactions on Signal and Information Processing over Networks
Academic article
-
Moradi, Ashkan;
Venkategowda, Naveen K. D.;
Werner, Anders Stefan.
(2023)
Total Variation-Based Distributed Kalman Filtering for Resiliency Against Byzantines.
IEEE Sensors Journal
Academic article
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2022)
Privacy-Preserving Distributed Kalman Filtering.
IEEE Transactions on Signal Processing
Academic article
Part of book/report
-
Gogineni, Vinay Chakravarthi;
Moradi, Ashkan;
Kumar Dasanadoddi Venkategowda, Naveen;
Werner, Stefan.
(2022)
Communication-efficient and privacy-aware distributed LMS algorithm.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Securing the Distributed Kalman Filter Against Curious Agents.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Talebi, Sayedpouria;
Werner, Stefan.
(2021)
Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Moradi, Ashkan;
Dasanadoddi Venkategowda, Naveen Kumar;
Werner, Stefan.
(2019)
Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
Knowledge Transfer
2022
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LectureMoradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Talebi, Sayedpouria; Werner, Stefan. (2022) Distributed Kalman Filtering with Privacy against Honest-but-Curious Adversaries. IEEE 55th Asilomar Conference on Signals, Systems, and Computers (Asilomar 2021) , Virtual conference 2021-10-31 - 2021-11-03
2019
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LectureMoradi, Ashkan; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2019) Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman Filtering. 2019 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) 2019-12-15 - 2019-12-18