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

Tutkimustuotos: Lehtiartikkeli › Article › Scientific › vertaisarvioitu

Alkuperäiskieli	Englanti
Julkaisu	Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
Vuosikerta	2
Numero	4
DOI - pysyväislinkit	https://doi.org/10.1145/3287036
Tila	Julkaistu - 1 jouluk. 2018
OKM-julkaisutyyppi	A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

Pääsy asiakirjaan

10.1145/3287036

https://doi.org/10.1145/3287036

Siteeraa tätä

@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.
julkaisussa: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Vuosikerta 2, Nro 4, 01.12.2018.

Tutkimustuotos: Lehtiartikkeli › Article › Scientific › vertaisarvioitu

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 -