Gursoy, Mehmet Emre

1. Data Poisoning Attacks Against Federated Learning Systems
   2020/07/16 by Vale Tolpegin, Tolpegin, Vale, Stacey Truex +5 · 26 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. LDP-Fed: Federated Learning with Local Differential Privacy
   2020/06/05 by Truex, Stacey, Liu, Ling, Chow, Ka-Ho +2 · 18 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Towards Demystifying Membership Inference Attacks
   2018/06/28 by Stacey Truex, Truex, Stacey, Ling Liu +7 · 10 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Network Security and Intrusion Detection
4. A Framework for Evaluating Gradient Leakage Attacks in Federated Learning
   2020/04/22 by Wenqi Wei, Wei, Wenqi, Ling Liu +11 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
5. Secure and Utility-Aware Data Collection with Condensed Local Differential Privacy
   2019/05/15 by Mehmet Emre Gürsoy, Gursoy, Mehmet Emre, Acar Tamersoy +7 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data
6. Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability
   2019/11/21 by Truex, Stacey, Liu, Ling, Gursoy, Mehmet Emre +2 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Understanding Object Detection Through An Adversarial Lens
   2020/07/11 by Chow, Ka-Ho, Liu, Ling, Gursoy, Mehmet Emre +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)