InfoQ

Java News Roundup: New Jakarta AI Specification, GlassFish, Spring RCs, Infinispan 16, Open Liberty

This week's Java roundup for November 3rd, 2025, features news highlighting: a new Jakarta AI specification; the fourteenth ...
IEEE

Trusted Model Aggregation With Zero-Knowledge Proofs in Federated Learning

Abstract: This paper proposes a new global model aggregation method based on using zero-knowledge federated learning (ZKFL). The purpose is to secure horizontal or P2P federated machine learning ...
C&EN

Effect of Point Mutations on the Aggregation Tendency of the Antimicrobial Fragment Peptide hLL-37

The aggregation of host defense peptides is directly linked to their membranolytic properties. A well-known example is the hLL-37 17–29 peptide, where aggregation induces cell lysis. Mutations at the ...
IEEE

Batch-Aggregate: Efficient Aggregation for Private Federated Learning in VANETs

Abstract: Federated learning (FL) in Vehicular Ad-hoc Networks (VANETs) enables vehicles to collaboratively train machine learning models by aggregating local gradients without revealing the training ...
C&EN

Efficient Narrowband Electroluminescence at ∼380 nm via Acceptor-Engineered Ultraviolet Hybridized Localized and Charge Transfer Fluorophores with Aggregation-Enhanced Emission

State Key Laboratory of Advanced Optical Polymer and Manufacturing Technology, Key Laboratory of Rubber-Plastics, Ministry of Education, Qingdao University of Science and Technology, Qingdao 266042, P ...