Mehmet Emre Gürsoy

1. Data Poisoning Attacks Against Federated Learning Systems
   2020/07/16 by Vale Tolpegin, Stacey Truex, Tolpegin, Vale +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 Stacey Truex, Truex, Stacey, Ling Liu +7 · 18 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
3. Towards Demystifying Membership Inference Attacks
   2018/06/28 by Stacey Truex, Ling Liu, Truex, Stacey +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, Ling Liu, Wei, Wenqi +11 · 4 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, Acar Tamersoy, Gursoy, Mehmet Emre +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