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Latest trends of security and privacy in recommender systems: a comprehensive review and future perspectives
With the widespread use of Internet of things (IoT), mobile phones, connected devices and
artificial intelligence (AI), recommender systems (RSs) have become a booming technology …
artificial intelligence (AI), recommender systems (RSs) have become a booming technology …
Secure federated matrix factorization
To protect user privacy and meet law regulations, federated (machine) learning is obtaining
vast interests in recent years. The key principle of federated learning is training a machine …
vast interests in recent years. The key principle of federated learning is training a machine …
[PDF][PDF] Federated analytics: A survey
Federated analytics (FA) is a privacy-preserving framework for computing data analytics
over multiple remote parties (eg, mobile devices) or silo-ed institutional entities (eg …
over multiple remote parties (eg, mobile devices) or silo-ed institutional entities (eg …
Federated learning attack surface: taxonomy, cyber defences, challenges, and future directions
Federated learning (FL) has received a great deal of research attention in the context of
privacy protection restrictions. By jointly training deep learning models, a variety of training …
privacy protection restrictions. By jointly training deep learning models, a variety of training …