The concept of smart city is considered as a promising solution to provide effective services to citizens through information and communication technologies. However, the data sensed through various devices when using smart city services poses problems for the security of citizens personal data. To this end, the article analyzes the issues of personal data security in the smart city environment and presents suggestions to solve them to some extent.