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Scalable privacy-preserving data analytics for IoMT via FHE and zk-SNARK-enabled edge aggregation. [PDF]
Ben Othman S, Mihret N.
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Joint energy-aware task offloading and privacy protection in healthcare monitoring systems via deep reinforcement learning. [PDF]
Zhang J, Hu Y, Shao M, Li X.
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Fine-Grained Personalized Data Aggregation Scheme with High Quality and Privacy Protection. [PDF]
Xia Z, Murugesan RK.
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Tracing Forward and the Law: Navigating Privacy and Access Rules [PDF]
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Privacy-Preserving HMM Forward Computation
Proceedings of the Seventh ACM on Conference on Data and Application Security and Privacy, 2017In many areas such as bioinformatics, pattern recognition, and signal processing, Hidden Markov Models (HMMs) have become an indispensable statistical tool. A fundamental building block for these applications is the Forward algorithm which computes the likelihood to observe a given sequence of emissions for a given HMM.
Jan Henrik Ziegeldorf +4 more
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