Panera Bread breach: ShinyHunters claims hack of 14 million customers' data

Should we trust companies with our private data? It's a question some shoppers are asking following high-profile customer data breaches.
IEEE

Distributed Federated Deep Learning in Clustered Internet of Things Wireless Networks With Data Similarity-Based Client Participation

Abstract: Federated deep learning is the method of choice for performing deep learning in environments where data sharing is not allowed due to privacy/security issues. However, all of the solutions ...
GitHub

Mistral models fail with "Unexpected role 'user' after role 'tool'" error on custom hosted vLLM endpoint.

This happens because Mistral enforces strict message ordering requiring an assistant message between tool results and subsequent user messages. This affected in testing only Devstral Small but may ...
IEEE

FedPPO: Reinforcement Learning-Based Client Selection for Federated Learning With Heterogeneous Data

Abstract: Federated Learning (FL) enables multiple data owners to jointly train a machine learning model, which can improve joint environmental cognitive capability without disclosing their private ...