Smart Home Privacy Protection Based on the Improved LSB Information Hiding

被引:4
|
作者
Yang, Lina [1 ]
Deng, Haiyu [1 ,2 ]
Liu, Ren Ping [2 ]
Wang, Patrick [3 ]
Dang, Xiaocui [4 ]
Tang, Yuan Yan [5 ]
Li, Xichun [6 ]
机构
[1] Guangxi Univ, Sch Comp Elect & Informat, Nanning, Peoples R China
[2] Univ Technol Sydney, Sch Elect & Data Engn, Sydney, NSW, Australia
[3] Northeastern Univ, Comp & Informat Sci, Boston, MA 02115 USA
[4] Univ Technol Sydney, Sch Engn & IT, Sydney, NSW, Australia
[5] Beihang Univ, Beijing Adv Innovat Ctr Big Data & Brain Comp, Beijing, Peoples R China
[6] Guangxi Normal Univ Nationalities, Sch Math & Comp Sci, Chongzuo, Peoples R China
关键词
Smart home privacy protection; DES encryption; the improved LSB information hiding;
D O I
10.1142/S0218001421600053
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Smart home is an emerging form of the Internet of Things (IoT), enabling people to enjoy a convenient and intelligent life. The data generated by smart home devices are transmitted through the public channel, which is not secure enough, so the secret data in smart home are easily intercepted by malicious adversaries. In order to solve this problem, this paper proposes a smart home privacy protection method combining DES encryption and the improved Least Significant Bit (LSB) information hiding algorithm, changing the practice of directly exposing smart home secret information to the Internet, first, using Data Encryption Standard (DES) encryption to encrypt the smart home information and second, the improved LSB information hiding algorithm is used to hide the ciphertext, so that the adversary cannot detect the smart home secret information. The goal of the scheme is to provide a double protection for the secure transmission of the smart home secret information. If an attacker wants to carry out an attack, it has to break through at least two defense lines, which seems impossible to do. Experiment results show that the improved LSB algorithm is more robust than the existing algorithms, and it is very safe. Therefore, the scheme proposed in this paper is very practical for protecting the smart home secret information.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Preference Preserved Privacy Protection Scheme for Smart Home Network System Based on Information Hiding
    Yang, Lina
    Deng, Haiyu
    Dang, Xiaocui
    IEEE ACCESS, 2020, 8 : 40767 - 40776
  • [2] Study on Information Hiding Algorithm Based on RBF and LSB
    Zhou, Kaili
    Quan, Taifan
    Kan, Yaohong
    ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 5, PROCEEDINGS, 2008, : 612 - +
  • [3] An Improved LSB Information Hiding Algorithm and Its Realization by C#
    Deng, Huifang
    Xie, Meng
    Zhang, Li
    Yao, Zhihong
    2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 1, PROCEEDINGS, 2009, : 759 - 763
  • [4] The Development of Privacy Protection Standards for Smart Home
    Liu, Donghang
    Wu, Chensi
    Yang, Lulin
    Zhao, Xiaoying
    Sun, Qifeng
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [5] Information Hiding using LSB technique
    Ahmed, Jassim Mohmmed
    Ali, Zulkarnain Md
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2011, 11 (04): : 18 - 25
  • [6] Security and Privacy Protection of Smart Home Based on IPv6
    Liu, Zhenyu
    Cao, Qinglei
    Pan, Yang
    Chen, Gui
    PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONIC, INDUSTRIAL AND CONTROL ENGINEERING, 2014, 5 : 517 - +
  • [7] An information hiding method based on LSB and Tent chaotic map
    Song, Jianhua
    Ding, Qun
    THIRD INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2011), 2011, 8009
  • [8] The Technique of Information Hiding based on Modification Function and LSB Matching
    Lu, Tzu-Chuen
    Hsu, Li-Ling
    ISDA 2008: EIGHTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 3, PROCEEDINGS, 2008, : 626 - 631
  • [9] Hiding Secret Information Using LSB Based Audio Steganography
    Binny, Anu
    Koilakuntla, Maddulety
    2014 INTERNATIONAL CONFERENCE ON SOFT COMPUTING & MACHINE INTELLIGENCE ISCMI 2014, 2014, : 56 - 59
  • [10] Protection of privacy in JPEG files using Reversible Information Hiding
    Niimi, Michiharu
    Masutani, Fuyuki
    Noda, Hideki
    IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATIONS SYSTEMS (ISPACS 2012), 2012,