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Konstantinidis, Konstantinos

  1. ByzShield: An Efficient and Robust System for Distributed Training
    2020/10/10 by Konstantinos Konstantinidis, Konstantinidis, Konstantinos, Aditya Ramamoorthy +1 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  2. Detection and Mitigation of Byzantine Attacks in Distributed Training
    2022/08/17 by Konstantinidis, Konstantinos, Vaswani, Namrata, Ramamoorthy, Aditya · 1 citation
    #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)