An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm

The 2D-SPIHT of the Electrocardiogram (ECG) Telehealth system is still be a concern. The performance in the transmission process of the ECG signal data is kept being improved. The ECG signals containing a large-size of health data that must be secured. This research proposes an efficient combination...

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Main Authors:	Jati, Grafika, Rachmasari, Ardina Rizqy, Jatmiko, Wisnu, Mursanto, Petrus, Sediono, Wahju
Format:	Conference or Workshop Item
Language:	English
Published:	IEEE 2017
Subjects:	TK7885 Computer engineering
Online Access:	http://irep.iium.edu.my/63379/ http://irep.iium.edu.my/63379/ http://irep.iium.edu.my/63379/1/63379_An%20Efficient%20Secure%20ECG%20Compression.pdf

id	iium-63379
recordtype	eprints
spelling	iium-633792018-06-29T03:19:26Z http://irep.iium.edu.my/63379/ An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm Jati, Grafika Rachmasari, Ardina Rizqy Jatmiko, Wisnu Mursanto, Petrus Sediono, Wahju TK7885 Computer engineering The 2D-SPIHT of the Electrocardiogram (ECG) Telehealth system is still be a concern. The performance in the transmission process of the ECG signal data is kept being improved. The ECG signals containing a large-size of health data that must be secured. This research proposes an efficient combination of a compression and an encryption algorithms. Two-Dimension Set Partitioning in Hierarchical Tree (2D-SPIHT) used to optimally compress signals then combined with recently lightweight encryption algorithm, namely Secure IoT (SIT). This approach also proposes new effective encryption stage by just encrypt the most important information of compression signals that is beat-order. Several scenarios were conducted like encrypting the whole bit-stream and combining 2D-SPIHT with another encryption method, Advanced Encryption Standard (AES). The experiment result shows that proposed method gives good performance in compression and encryption. Encrypting successfully produced encrypted data that is highly different data compared to original data. Finally, the combination between 2DSPIHT and SIT method with encrypting beat-order is the best approach. This got PRD is of 0.650 with compression-encryptiondecryption time is of 83.50 seconds. IEEE 2017 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/63379/1/63379_An%20Efficient%20Secure%20ECG%20Compression.pdf Jati, Grafika and Rachmasari, Ardina Rizqy and Jatmiko, Wisnu and Mursanto, Petrus and Sediono, Wahju (2017) An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm. In: IWBIS 2017: 2017 International Workshop on Big Data and Information Security, 23rd-24th Sept. 2017, Jakarta, Indonesia. https://ieeexplore.ieee.org/document/8275118/
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TK7885 Computer engineering
spellingShingle	TK7885 Computer engineering Jati, Grafika Rachmasari, Ardina Rizqy Jatmiko, Wisnu Mursanto, Petrus Sediono, Wahju An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
description	The 2D-SPIHT of the Electrocardiogram (ECG) Telehealth system is still be a concern. The performance in the transmission process of the ECG signal data is kept being improved. The ECG signals containing a large-size of health data that must be secured. This research proposes an efficient combination of a compression and an encryption algorithms. Two-Dimension Set Partitioning in Hierarchical Tree (2D-SPIHT) used to optimally compress signals then combined with recently lightweight encryption algorithm, namely Secure IoT (SIT). This approach also proposes new effective encryption stage by just encrypt the most important information of compression signals that is beat-order. Several scenarios were conducted like encrypting the whole bit-stream and combining 2D-SPIHT with another encryption method, Advanced Encryption Standard (AES). The experiment result shows that proposed method gives good performance in compression and encryption. Encrypting successfully produced encrypted data that is highly different data compared to original data. Finally, the combination between 2DSPIHT and SIT method with encrypting beat-order is the best approach. This got PRD is of 0.650 with compression-encryptiondecryption time is of 83.50 seconds.
format	Conference or Workshop Item
author	Jati, Grafika Rachmasari, Ardina Rizqy Jatmiko, Wisnu Mursanto, Petrus Sediono, Wahju
author_facet	Jati, Grafika Rachmasari, Ardina Rizqy Jatmiko, Wisnu Mursanto, Petrus Sediono, Wahju
author_sort	Jati, Grafika
title	An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
title_short	An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
title_full	An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
title_fullStr	An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
title_full_unstemmed	An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
title_sort	efficient secure ecg compression based on 2d-spiht and sit algorithm
publisher	IEEE
publishDate	2017
url	http://irep.iium.edu.my/63379/ http://irep.iium.edu.my/63379/ http://irep.iium.edu.my/63379/1/63379_An%20Efficient%20Secure%20ECG%20Compression.pdf
first_indexed	2018-09-07T08:13:18Z
last_indexed	2018-09-07T08:13:18Z
_version_	1610935696146563072

An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm

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