3 papers
cs.LG2021
TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks
Atul Sharma, Wei Chen, Joshua Zhao +3
Federated learning---multi-party, distributed learning in a decentralized environment---is vulnerable to model poisoning attacks, even more so than centralized learning approaches.…
cs.CV2021
Detection of Plant Leaf Disease Directly in the JPEG Compressed Domain using Transfer Learning Technique
Atul Sharma, Bulla Rajesh, Mohammed Javed
Plant leaf diseases pose a significant danger to food security and they cause depletion in quality and volume of production. Therefore accurate and timely detection of leaf disease…
cs.SI2020
Does the First Mover Advantage Exist on GitHub?
Aditya Mehta, Arun Paudyal, Atul Sharma +5
Collaborative consensus-finding is an integral element of many Web services and greatly determines the quality of information, content, and products that are available through the…