M. Emre Gursoy
M. Emre Gursoy
Assistant Professor, Koc University
Verified email at ku.edu.tr - Homepage
Title
Cited by
Cited by
Year
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
742019
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
722019
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
582017
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, 2019
502019
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
472015
Towards Demystifying Membership Inference Attacks
S Truex, L Liu, ME Gursoy, L Yu, W Wei
arXiv preprint arXiv:1807.09173, 2018
462018
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
282018
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
282015
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
242020
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
192020
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, 2019
192019
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
182019
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
182018
Differentially private nearest neighbor classification
ME Gursoy, A Inan, ME Nergiz, Y Saygin
Data Mining and Knowledge Discovery 31 (5), 1544-1575, 2017
172017
Data Poisoning Attacks Against Federated Learning Systems
V Tolpegin, S Truex, ME Gursoy, L Liu
European Symposium on Research in Computer Security, 480-501, 2020
162020
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
162020
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
152018
Privacy-preserving publishing of hierarchical data
I Ozalp, ME Gursoy, ME Nergiz, Y Saygin
ACM Transactions on Privacy and Security (TOPS) 19 (3), 7, 2016
142016
Known sample attacks on relation preserving data transformations
E Kaplan, ME Gursoy, ME Nergiz, Y Saygin
IEEE Transactions on Dependable and Secure Computing 17 (2), 443-450, 2017
102017
Sensitivity analysis for non-interactive differential privacy: bounds and efficient algorithms
A Inan, ME Gursoy, Y Saygin
IEEE Transactions on Dependable and Secure Computing 17 (1), 194-207, 2017
82017
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