DPHMM: Customizable Data Release with Differential Privacy via Hidden Markov Model

Yonghui Xiao, Yilin Shen, Jinfei Liu +3

Hidden Markov model (HMM) has been well studied and extensively used. In this paper, we present DPHMM ({Differentially Private Hidden Markov Model}), an HMM embedded with a private…