41 citations · 119 across the 27 of their papers we have counts for
4 papers · 1 filter
How BlockChain Can Help Enhance The Security And Privacy in Edge Computing?
Jinyue Song, Tianbo Gu, Prasant Mohapatra
In order to solve security and privacy issues of centralized cloud services, the edge computing network is introduced, where computing and storage resources are distributed to the…
Fairness Degrading Adversarial Attacks Against Clustering Algorithms
Anshuman Chhabra, Adish Singla, Prasant Mohapatra
Clustering algorithms are ubiquitous in modern data science pipelines, and are utilized in numerous fields ranging from biology to facility location. Due to their widespread use, e…
FedTune: Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective
Huanle Zhang, Mi Zhang, Xin Liu +2
Federated learning (FL) hyper-parameters significantly affect the training overheads in terms of computation time, transmission time, computation load, and transmission load. Howev…
Fair Clustering Using Antidote Data
Anshuman Chhabra, Adish Singla, Prasant Mohapatra
Clustering algorithms are widely utilized for many modern data science applications. This motivates the need to make outputs of clustering algorithms fair. Traditionally, new fair…