Securing Wireless Body Area Networks data transmission with machine learning: A cross-tier framework for anomaly detection and intrusion prevention
Deleted Journal,
Journal Year:
2025,
Volume and Issue:
unknown, P. 100031 - 100031
Published: Feb. 1, 2025
Language: Английский
Accurate Range-Free Localization Using Cuckoo Search Optimization in IoT and Wireless Sensor Networks
Abdelali Hadir,
No information about this author
Naima Kaabouch
No information about this author
Computers,
Journal Year:
2024,
Volume and Issue:
13(12), P. 319 - 319
Published: Dec. 2, 2024
Precise
positioning
of
sensors
is
critical
for
the
performance
various
applications
in
Internet
Things
and
wireless
sensor
networks.
The
efficiency
these
networks
heavily
depends
on
precision
node
locations.
Among
localization
approaches,
DV-Hop
highly
recommended
its
simplicity
robustness.
However,
despite
popularity,
suffers
from
significant
accuracy
issues,
primarily
due
to
reliance
average
hop
size
distance
estimation.
This
limitation
often
results
substantial
errors,
compromising
overall
network
effectiveness.
To
address
this
gap,
we
developed
an
enhanced
approach
that
integrates
cuckoo
search
algorithm
(CS).
Our
solution
improves
by
introducing
a
normalized
calculation
leveraging
optimization
capabilities
CS.
hybrid
refines
estimation
process,
significantly
reducing
errors
inherent
traditional
DV-Hop.
Findings
simulations
reveal
surpasses
both
original
multiple
other
current
methods,
providing
more
precise
reliable
method
IoT
WSN
applications.
Language: Английский
Efficient and Secure Data Aggregation Scheme for Wireless Body Area Network
VFAST Transactions on Software Engineering,
Journal Year:
2024,
Volume and Issue:
12(4), P. 01 - 11
Published: Nov. 3, 2024
The
growth
of
Wireless
Body
Area
Networks
(WBANs)
has
become
an
integral
part
electronic
healthcare
systems.
WBANs
use
sensors
to
continuously
collect
patient
data
for
health
monitoring,
which
is
later
transmitted
a
remote
location,
such
as
medical
server
or
mobile
device,
record-keeping.
Due
the
limitations
in
terms
energy,
power,
and
computational
capacity,
efficient
aggregation
schemes
are
required
minimize
communication
overhead
during
transmission
WBANs.
Additionally,
necessitate
secure
transmission,
records
private
confidential.
In
this
research,
we
propose
scheme
that
utilizes
variance
function
aggregation,
authentication
code
access,
ChaCha20
encryption.
Language: Английский