Performance Characterization of Deep Learning Models for Breathing-Based Authentication on Resource-Constrained Devices

Jagmohan Chauhan; Jathushan Rajasegaran; Suranga Seneviratne; Archan Misra; Aruna Seneviratne; Youngki Lee

doi:10.1145/3287036

Performance Characterization of Deep Learning Models for Breathing-Based Authentication on Resource-Constrained Devices

Jagmohan Chauhan, Jathushan Rajasegaran, Suranga Seneviratne, Archan Misra, Aruna Seneviratne, Youngki Lee

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Journal	Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
Volume	2
Issue number	4
DOIs	https://doi.org/10.1145/3287036
Publication status	Published - 1 Dec 2018
MoE publication type	A1 Journal article-refereed

Keywords

SVM
Security
GMM
IoT
LSTM
Authentication
MLP
Breathing Gestures
Wearables

Access to Document

10.1145/3287036

https://doi.org/10.1145/3287036

Cite this

@article{18f38718d91e48659a5e38006e2dbf6e,

title = "Performance Characterization of Deep Learning Models for Breathing-Based Authentication on Resource-Constrained Devices",

keywords = "SVM, Security, GMM, IoT, LSTM, Authentication, MLP, Breathing Gestures, Wearables",

author = "Jagmohan Chauhan and Jathushan Rajasegaran and Suranga Seneviratne and Archan Misra and Aruna Seneviratne and Youngki Lee",

year = "2018",

month = dec,

day = "1",

doi = "10.1145/3287036",

language = "English",

volume = "2",

journal = "Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies",

issn = "2474-9567",

publisher = "ACM",

number = "4",

}

Performance Characterization of Deep Learning Models for Breathing-Based Authentication on Resource-Constrained Devices. / Chauhan, Jagmohan; Rajasegaran, Jathushan; Seneviratne, Suranga et al.
In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Vol. 2, No. 4, 01.12.2018.

Research output: Contribution to journal › Article › Scientific › peer-review

TY - JOUR

T1 - Performance Characterization of Deep Learning Models for Breathing-Based Authentication on Resource-Constrained Devices

AU - Chauhan, Jagmohan

AU - Rajasegaran, Jathushan

AU - Seneviratne, Suranga

AU - Misra, Archan

AU - Seneviratne, Aruna

AU - Lee, Youngki

PY - 2018/12/1

Y1 - 2018/12/1

KW - SVM

KW - Security

KW - GMM

KW - IoT

KW - LSTM

KW - Authentication

KW - MLP

KW - Breathing Gestures

KW - Wearables

U2 - 10.1145/3287036

DO - 10.1145/3287036

M3 - Article

SN - 2474-9567

VL - 2

JO - Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

JF - Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

IS - 4

ER -