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g-RAT | A Novel Graphical Randomized Authentication Technique for Consumer Smart Devices
- Source :
- IEEE Transactions on Consumer Electronics. 65:215-223
- Publication Year :
- 2019
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2019.
-
Abstract
- User authentication is the process that is exercised millions of times around the globe by using different techniques and methods. The most prominent way of authentication is alphanumerical password forms that have been used for decades. Authorized access is becoming a challenging issue because of the introduction of modern technologies. In addition, traditional alphanumerical passwords have significant security issues, for example, humans forget the combination of keys due to the selection of a difficult key combination. Moreover, when they choose an easy key combination, this helps hackers to crack their passwords easily. Traditional passwords are also vulnerable to several types of attacks, for example, dictionary attack, brute force attack, and malware. To provide an easy and more secure authentication technique, a graphical password has been introduced in this paper for consumer electronic devices, which uses an image or a set of images for authentication. We have categorized the existing graphical password methods into recognition-based, cued-recall-based, pure-recall-based, and hybrid techniques. Due to the limitations of the existing graphical passwords, we have introduced a new technique, named graphical random authentication technique (gRAT), which generates a randomized set of images every time a user tries to authenticate him/herself by maintaining the security and usability at the same time. The gRAT technique is also tested by user-centric evaluation in terms of security, usability, usefulness, and utility, and the experimental results show that the proposed technique is more secure and useful in the real-life authentication applications. Deanship of Scientific Research, King Saud University Scopus
- Subjects :
- Password
User authentication
Authentication
Dictionary attack
information security
Computer science
020206 networking & telecommunications
02 engineering and technology
Information security
Computer security
computer.software_genre
Graphical password
usability
Set (abstract data type)
ComputingMilieux_MANAGEMENTOFCOMPUTINGANDINFORMATIONSYSTEMS
Brute-force attack
0202 electrical engineering, electronic engineering, information engineering
Media Technology
Malware
authentication methods
Electrical and Electronic Engineering
computer
usefulness
Hacker
Subjects
Details
- ISSN :
- 15584127 and 00983063
- Volume :
- 65
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Consumer Electronics
- Accession number :
- edsair.doi.dedup.....a777348aa0978eb6cf59457bf20e3c49
- Full Text :
- https://doi.org/10.1109/tce.2019.2895715