Privacy-Preserving Deep Learning on Machine Learning as a Service—a Comprehensive Survey
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3023084
Abstract: The exponential growth of big data and deep learning has increased the data exchange traffic in society. Machine Learning as a Service, (MLaaS) which leverages deep learning techniques for predictive analytics to enhance decision-making, has… read more here.
Keywords: mlaas; ppdl; privacy preserving; deep learning ... See more keywords
CrossNet: A Low-Latency MLaaS Framework for Privacy-Preserving Neural Network Inference on Resource-Limited Devices
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2024.3431590
Abstract: With the development of cryptographic tools such as Fully Homomorphic Encryption (FHE) and secure Multiparty Computation (MPC), privacy-preserving Machine Learning as a Service (MLaaS) has gained attractiveness for its security when it comes to utilizing… read more here.
Keywords: privacy preserving; crossnet; inference; mlaas ... See more keywords
A Machine Learning as a Service (MLaaS) Approach to Improve Marketing Success
Sign Up to like & getrecommendations! Published in 2024 at "Informatics"
DOI: 10.3390/informatics11020019
Abstract: The exponential growth of data in the digital age has led to a significant demand for innovative approaches to assess data in a manner that is both effective and efficient. Machine Learning as a Service… read more here.
Keywords: service mlaas; machine learning; marketing; mlaas ... See more keywords