Telecommun Syst
DOI 10.1007/s11235-015-0047-0
SDAW: secure data aggregation watermarking-based scheme
in homogeneous WSNs
Djallel Eddine Boubiche
1
· Sabrina Boubiche
1
· Homero Toral-Cruz
2
·
Al-Sakib Khan Pathan
3
· Azzedine Bilami
1
· Samir Athmani
1
© Springer Science+Business Media New York 2015
Abstract Redundant data retransmission problem in wire-
less sensor networks (WSNs) can be eliminated using the
data aggregation process which combines similar data to
reduce the resource-consumption and consequently, saves
energy during data transmission. In the recent days, many
researchers have focused on securing this paradigm despite
the constraints it imposes such as the limited resources. Most
of the solutions proposed to secure the data aggregation
process in WSNs are essentially based on the use of encryp-
tion keys to protect data during their transmission in the
network. Indeed, the key generation and distribution mech-
anisms involve additional computation costs and consume
more of energy. Considering this, in this paper, we propose a
new security mechanism to secure data aggregation in WSNs
called SDAW (secure data aggregation watermarking-based
B Djallel Eddine Boubiche
dj.boubiche@gmail.com
Sabrina Boubiche
s_boubiche@esi.dz
Homero Toral-Cruz
htoral@uqroo.edu.mx
Al-Sakib Khan Pathan
sakib@iium.edu.my
Azzedine Bilami
abilami@yahoo.fr
Samir Athmani
samir1904@yahoo.fr
1
LaSTIC Laboratory, Department of Computer Science,
University of Batna, Batna, Algeria
2
Department of Sciences and Engineering, University of
Quintana Roo (UQROO), Chetumal, México
3
Department of Computer Science, Kulliyyah (Faculty) of
Information and Communication Technology International
Islamic University Malaysia (IIUM), Gombak, Malaysia
scheme in homogeneous WSNs). Our mechanism aims to
secure the data aggregation process while saving energy. For
this, the mechanism uses a lightweight fragile watermarking
technique without encryption to insure the authentication and
the integrity of the sensed data while saving the energy. The
links between the sensor nodes and the aggregation nodes,
and also the links between the aggregation nodes and the base
station are secured by using the watermarking mechanism.
Keywords Data aggregation · Digital watermarking ·
Security · Wireless sensor networks · Energy efficiency
1 Introduction
Wireless sensor networks (WSNs) are considered as one of
the most important technologies widely used in this century
because of their increasing involvement in many important
applications such as object detection and military monitor-
ing, environmental surveillance, disaster management, etc.
A WSN is generally composed of many tiny sensor nodes.
Their main task is to collect data from the environment and
transmit those to a sink or base station which is responsible
for processing the sent data. The data transmitted through
the network are exposed to many security threats and prob-
lems which may affect their legitimacy and the capacity of
being processed correctly. One of these problems is the fact
that data are frequently redundant and interrelated. Hence,
several methods are suggested to solve this problem.
The data aggregation mechanism allows the combination
of data from the different nodes in the network, eliminat-
ing thus the data redundancy and reducing consequently
the number of transmitted packets in the network. Secur-
ing this mechanism means protecting the collected data and
the aggregation results from their unauthorized modification.
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