Konstantinidis, Konstantinos
- 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)
- 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)