User tuned feature selection in keystroke dynamics

被引：0

作者：

Amarnadh, Jyothi Bhaskarr ^{[1
]}

Gamboa, Hugo ^{[1
]}

Fred, Ana ^{[1
]}

机构：

[1] Indian Inst Technol, Dept Elect & Commun, N Guwahati 781039, Guwahati, India

来源：

BIOSIGNALS 2008: PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON BIO-INSPIRED SYSTEMS AND SIGNAL PROCESSING, VOL II | 2008年

关键词：

pattern recognition; biometrics; keystroke dynamics; feature selection;

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

In this paper, we present a new approach for user biometric verification based on keystroke dynamics. In our approach, the performance of simple classifiers (namely KNN and Bayes classifiers) is tested in a user tuned feature selection method, based on a open password approach. The impact of the training set size is studied, obtaining good results in a preliminary study on a population of 20 users.

引用

页码：546 / 550

页数：5

共 50 条

[21] A Comparison of Keystroke Dynamics Techniques for User Authentication
Anusas-amornkul, Tanapat
Wangsuk, Kasem
2015 INTERNATIONAL COMPUTER SCIENCE AND ENGINEERING CONFERENCE (ICSEC), 2015, : 45 - 49
[22] Adaptive Positive Selection for Keystroke Dynamics
Paulo Henrique Pisani
Ana Carolina Lorena
André C. P. L. F. de Carvalho
Journal of Intelligent & Robotic Systems, 2015, 80 : 277 - 293
[23] Adaptive Positive Selection for Keystroke Dynamics
Pisani, Paulo Henrique
Lorena, Ana Carolina
de Carvalho, Andre C. P. L. F.
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2015, 80 : S277 - S293
[24] The reliability of user authentication through keystroke dynamics
Douhou, Salima
Magnus, Jan R.
STATISTICA NEERLANDICA, 2009, 63 (04) : 432 - 449
[25] Recognizing User Emotion Based on Keystroke Dynamics
Malinowski, Michal
Krawczyk-Borysiak, Zuzanna
PRZEGLAD ELEKTROTECHNICZNY, 2024, 100 (06): : 19 - 22
[26] User Authentication Method Based on Keystroke Dynamics and Mouse Dynamics with Scene-Irrelated Features in Hybrid Scenes
Wang, Xiujuan
Shi, Yutong
Zheng, Kangfeng
Zhang, Yuyang
Hong, Weijie
Cao, Siwei
SENSORS, 2022, 22 (17)
[27] Keystroke Dynamics and Finger Knuckle Imaging Fusion for Continuous User Verification
Wesolowski, Tomasz Emanuel
Doroz, Rafal
Wrobel, Krzysztof
Safaverdi, Hossein
COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT (CISIM 2017), 2017, 10244 : 141 - 152
[28] Keystroke dynamics-based user authentication service for cloud computing
Abo-alian, Alshaimaa
Badr, Nagwa L.
Tolba, M. F.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2016, 28 (09) : 2567 - 2585
[29] Software Tool for Determining of the Keystroke Dynamics Parameters of Personal Computer User
Vyazigin, Andrey A.
Tupikina, Nadezhda Y.
Sypin, Eugene, V
2019 20TH INTERNATIONAL CONFERENCE OF YOUNG SPECIALISTS ON MICRO/NANOTECHNOLOGIES AND ELECTRON DEVICES (EDM 2019), 2019, : 166 - 171
[30] Keystroke Dynamics Analysis for User Authentication Using a Deep Learning Approach
Altwaijry, Najwa
INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2020, 20 (12): : 209 - 216

← 1 2 3 4 5 →