Diffusion-based cloud-edge-device collaborative learning for next POI recommendations
The rapid expansion of Location-Based Social Networks (LBSNs) has highlighted the
importance of effective next Point-of-Interest (POI) recommendations, which leverage …
importance of effective next Point-of-Interest (POI) recommendations, which leverage …
Poisoning decentralized collaborative recommender system and its countermeasures
To make room for privacy and efficiency, the deployment of many recommender systems is
experiencing a shift from central servers to personal devices, where the federated …
experiencing a shift from central servers to personal devices, where the federated …
Robust federated contrastive recommender system against model poisoning attack
Federated Recommender Systems (FedRecs) have garnered increasing attention recently,
thanks to their privacy-preserving benefits. However, the decentralized and open …
thanks to their privacy-preserving benefits. However, the decentralized and open …
Watermarking Recommender Systems
Recommender systems embody significant commercial value and represent crucial
intellectual property. However, the integrity of these systems is constantly challenged by …
intellectual property. However, the integrity of these systems is constantly challenged by …
A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security
The widespread adoption of smartphones and Location-Based Social Networks has led to a
massive influx of spatio-temporal data, creating unparalleled opportunities for enhancing …
massive influx of spatio-temporal data, creating unparalleled opportunities for enhancing …
[HTML][HTML] MOMTA-HN: A Secure and Reliable Multi-Objective Optimized Multipath Transmission Algorithm for Heterogeneous Networks
S Qi, L Yang, L Ma, S Jiang, Y Zhou, G Cheng - Electronics, 2024 - mdpi.com
With the rapid development of heterogeneous network technologies, such as mobile edge
computing, satellite communications, self-organizing networks, and the wired Internet …
computing, satellite communications, self-organizing networks, and the wired Internet …