@inproceedings{67b065e6dcea4d9a987823969ece2bc4,
title = "Recurrent neural network based password generation for group attribute context-ware applications",
abstract = "Password generation becomes an emerging issue to improve the efficiency of authentication in social engineering and plays an important role in checking the security vulnerability since the weak password may lead to possible attacks for different users. To determine the password vulnerability and to enhance user privacy, a recurrent neural network (i.e., long short-term memory (LSTM) and gated recurrent unit (GRU)) based password generation scheme is proposed for group attribute context-ware applications. In this work, different group attributes are considered for modeling training, natural language processing is adopted for password prediction, and password similarity computing is established for analyzing the group relations. The password strength evaluation is performed on the fixed length password based on generation probability. It indicates that group attributes based password generation model has more accuracy than the ordinary model.",
keywords = "password security, recurrent neural network, user group attribute",
author = "Jun Luo and Jin Deng and Chu Lu and Hong Liu",
note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019 ; Conference date: 10-08-2019 Through 12-08-2019",
year = "2019",
month = aug,
doi = "10.1109/HPCC/SmartCity/DSS.2019.00377",
language = "英语",
series = "Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "2688--2693",
editor = "Zheng Xiao and Yang, \{Laurence T.\} and Pavan Balaji and Tao Li and Keqin Li and Albert Zomaya",
booktitle = "Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019",
address = "美国",
}