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M. Emre Gursoy
M. Emre Gursoy
Otros nombresMehmet Emre Gursoy, Emre Gursoy
Assistant Professor of Computer Science, Koç University
Dirección de correo verificada de ku.edu.tr - Página principal
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Data poisoning attacks against federated learning systems
V Tolpegin, S Truex, ME Gursoy, L Liu
ESORICS 2020: 25th European Symposium on Research in Computer Security …, 2020
8972020
LDP-Fed: federated learning with local differential privacy
S Truex, L Liu, KH Chow, ME Gursoy, W Wei
Proceedings of the Third ACM International Workshop on Edge Systems …, 2020
4552020
Demystifying membership inference attacks in machine learning as a service
S Truex, L Liu, ME Gursoy, L Yu, W Wei
IEEE Transactions on Services Computing 14 (6), 2073-2089, 2019
3482019
Differentially Private Model Publishing for Deep Learning
L Yu, L Liu, C Pu, ME Gursoy, S Truex
2019 IEEE Symposium on Security and Privacy (S&P), 2019
3462019
Differentially Private Model Publishing for Deep Learning
L Yu, L Liu, C Pu, ME Gursoy, S Truex
2019 IEEE Symposium on Security and Privacy (S&P), 2019
3432019
A Framework for Evaluating Gradient Leakage Attacks in Federated Learning
W Wei, L Liu, M Loper, KH Chow, ME Gursoy, S Truex, Y Wu
arXiv preprint arXiv:2004.10397, 2020
1842020
A framework for evaluating gradient leakage attacks in federated learning
W Wei, L Liu, M Loper, KH Chow, ME Gursoy, S Truex, Y Wu
arXiv preprint arXiv:2004.10397 1 (2), 2020
1842020
Towards Demystifying Membership Inference Attacks
S Truex, L Liu, ME Gursoy, L Yu, W Wei
arXiv preprint arXiv:1807.09173, 2018
1352018
Privacy-Preserving Learning Analytics: Challenges and Techniques
ME Gursoy, A Inan, ME Nergiz, Y Saygin
IEEE Transactions on Learning Technologies 10 (1), 68-81, 2017
1352017
Differentially private and utility preserving publication of trajectory data
ME Gursoy, L Liu, S Truex, L Yu
IEEE Transactions on Mobile Computing 18 (10), 2315-2329, 2018
1292018
Utility-Aware Synthesis of Differentially Private and Attack-Resilient Location Traces
ME Gursoy, L Liu, S Truex, L Yu, W Wei
2018 ACM SIGSAC Conference on Computer and Communications Security (CCS …, 2018
1212018
A framework for evaluating client privacy leakages in federated learning
W Wei, L Liu, M Loper, KH Chow, ME Gursoy, S Truex, Y Wu
ESORICS 2020: 25th European Symposium on Research in Computer Security …, 2020
1132020
Secure and Utility-Aware Data Collection with Condensed Local Differential Privacy
ME Gursoy, A Tamersoy, S Truex, W Wei, L Liu
IEEE Transactions on Dependable and Secure Computing, 2021
1052021
Adversarial Objectness Gradient Attacks in Real-time Object Detection Systems
KH Chow, L Liu, M Loper, J Bae, ME Gursoy, S Truex, W Wei, Y Wu
2020 Second IEEE International Conference on Trust, Privacy and Security in …, 2020
902020
Deep Neural Network Ensembles against Deception: Ensemble Diversity, Accuracy and Robustness
L Liu, W Wei, KH Chow, M Loper, E Gursoy, S Truex, Y Wu
16th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS), 2019
822019
Congestion attacks to autonomous cars using vehicular botnets
MT Garip, ME Gursoy, P Reiher, M Gerla
NDSS Workshop on Security of Emerging Networking Technologies (SENT), San …, 2015
822015
Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability
S Truex, L Liu, ME Gursoy, W Wei, L Yu
2019 IEEE International Conference on Trust, Privacy and Security in …, 2019
632019
Differentially private nearest neighbor classification
ME Gursoy, A Inan, ME Nergiz, Y Saygin
Data Mining and Knowledge Discovery 31 (5), 1544-1575, 2017
422017
Scalable reactive vehicle-to-vehicle congestion avoidance mechanism
MT Garip, ME Gursoy, P Reiher, M Gerla
Proceedings of the 12th Annual IEEE Consumer Communications and Networking …, 2015
392015
Adversarial examples in deep learning: Characterization and divergence
W Wei, L Liu, M Loper, S Truex, L Yu, ME Gursoy, Y Wu
arXiv preprint arXiv:1807.00051, 2018
312018
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