IEEE

CPFedAvg: Enhancing Hierarchical Federated Learning via Optimized Local Aggregation and Parameter Mixing

Abstract: Hierarchical federated learning (HFL) improves the scalability and efficiency of traditional federated learning (FL) by incorporating a hierarchical topology into the FL framework. In a ...

Killer or catalyst? How Bharat Taxi could shake up Ola-Uber rides

Bharat Taxi has already been running pilot operations in Delhi-NCR and Gujarat since December 2 and plans a nationwide ...

Microsoft warns infostealer malware is 'rapidly expanding beyond traditional Windows-focused campaigns' and targeting Mac devices

Gone are the days when Windows was always the number one target for cybercriminals - as new research has found macOS is ...
C&EN

Modulation of Amyloid and Tau Aggregation to Alleviate Cognitive Impairment in a Transgenic Mouse Model of Alzheimer’s Disease

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IEEE

SAMK: Secure Aggregation for Federated Learning Under Multiple Keys With Low Communication Rounds

Abstract: While multi-key homomorphic encryption (MKHE) ensures privacy in federated learning (FL) by encrypting model updates, its requirement for aggregate ciphertext decryption and dropout handling ...