Kerem Ozfatura

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Majority Voting

Learning Problems

Digital Image Watermarking

Unsupervised Manner

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

Kerem Ozfatura, Emre Ozfatura, Alptekin Küpçü, Deniz Gündüz
Byzantines Can Also Learn From History: Fall of Centered Clipping in Federated Learning. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Emre Ozfatura, Kerem Ozfatura, Alptekin Küpçü, Deniz Gündüz
Aggressive or Imperceptible, or Both: Network Pruning Assisted Hybrid Byzantines in Federated Learning. CoRR (2024)
Kerem Ozfatura, Emre Ozfatura, Alptekin Küpçü, Deniz Gündüz
Byzantines can also Learn from History: Fall of Centered Clipping in Federated Learning. CoRR (2022)
Francesc Wilhelmi, Jernej Hribar, Selim F. Yilmaz, Emre Ozfatura, Kerem Ozfatura, Ozlem Yildiz, Deniz Gündüz, Hao Chen, Xiaoying Ye, Lizhao You, Yulin Shao, Paolo Dini, Boris Bellalta
Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs. CoRR (2022)
Emre Ozfatura, Kerem Ozfatura, Deniz Gündüz
FedADC: Accelerated Federated Learning with Drift Control. ISIT (2021)
Emre Ozfatura, Kerem Ozfatura, Deniz Gündüz
Time-Correlated Sparsification for Communication-Efficient Federated Learning. ISIT (2021)
Emre Ozfatura, Kerem Ozfatura, Deniz Gündüz
Time-Correlated Sparsification for Communication-Efficient Federated Learning. CoRR (2021)
Emre Ozfatura, Muhammad Zaid Hameed, Kerem Ozfatura, Deniz Gündüz
Less is More: Feature Selection for Adversarial Robustness with Compressive Counter-Adversarial Attacks. CoRR (2021)
Emre Ozfatura, Kerem Ozfatura, Deniz Gündüz
FedADC: Accelerated Federated Learning with Drift Control. CoRR (2020)
Kerem Ozfatura, Emre Ozfatura, Deniz Gündüz
Distributed Sparse SGD with Majority Voting. CoRR (2020)