CoralMatrix: A Scalable and Robust Secure Framework for Enhancing IoT Cybersecurity
Srikanth Reddy Vutukuru,
Srinivasa Chakravarthi Lade
International Journal of Computational and Experimental Science and Engineering,
Год журнала:
2025,
Номер
11(1)
Опубликована: Янв. 7, 2025
In
the
current
age
of
digital
transformation,
Internet
Things
(IoT)
has
revolutionized
everyday
objects,
and
IoT
gateways
play
a
critical
role
in
managing
data
flow
within
these
networks.
However,
dynamic
extensive
nature
networks
presents
significant
cybersecurity
challenges
that
necessitate
development
adaptive
security
systems
to
protect
against
evolving
threats.
This
paper
proposes
CoralMatrix
Security
framework,
novel
approach
employs
advanced
machine
learning
algorithms.
framework
incorporates
AdaptiNet
Intelligence
Model,
which
integrates
deep
reinforcement
for
effective
real-time
threat
detection
response.
To
comprehensively
evaluate
performance
this
study
utilized
N-BaIoT
dataset,
facilitating
quantitative
analysis
provided
valuable
insights
into
model's
capabilities.
The
results
demonstrate
robustness
across
various
dimensions
cybersecurity.
Notably,
achieved
high
accuracy
rate
approximately
83.33%,
highlighting
its
effectiveness
identifying
responding
threats
real-time.
Additionally,
research
examined
framework's
scalability,
adaptability,
resource
efficiency,
diverse
cyber-attack
types,
all
were
quantitatively
assessed
provide
comprehensive
understanding
suggests
future
work
optimize
larger
adapt
continuously
emerging
threats,
aiming
expand
application
scenarios.
With
proposed
algorithms,
emerged
as
promising,
efficient,
effective,
scalable
solution
Cyber
Security.
Язык: Английский
Efficient Information Exchange Approach for Medical IoT Based on AI and DAG-Enabled Blockchain
Heliyon,
Год журнала:
2025,
Номер
11(2), С. e41617 - e41617
Опубликована: Янв. 1, 2025
Язык: Английский
Stakeholder Interactions and Ethical Imperatives in Big Data and AI Development
Journal of Open Innovation Technology Market and Complexity,
Год журнала:
2025,
Номер
unknown, С. 100491 - 100491
Опубликована: Фев. 1, 2025
Язык: Английский
A cyber physical sustainable smart city framework toward society 5.0: Explainable AI for enhanced SDGs monitoring
Research in Globalization,
Год журнала:
2025,
Номер
unknown, С. 100275 - 100275
Опубликована: Фев. 1, 2025
Язык: Английский
STEM Education in Natural Science Teaching to Secondary School Students: Case Study of Making a pH Measuring Pen in Soil Application of IoT Technology
Journal of Chemical Education,
Год журнала:
2025,
Номер
unknown
Опубликована: Март 24, 2025
STEM
education
helps
students
learn
through
practical
experiences,
linking
theory
with
practice.
Natural
Science
has
many
applications
for
implementing
education.
This
article
presents
a
10-step
process
designing
topics
in
teaching
and
applies
this
to
design
the
topic
"Making
pH
measuring
pen
soil
using
Internet
of
Things
(IoT)
technology".
With
approach
understanding
need
create
products,
especially
exploiting
IoT
technology,
we
can
connect
pens
other
peripheral
devices
increase
applicability
product.
be
applied
activities
according
different
contents
improve
quality
secondary
schools.
paper
case
study
integrating
into
natural
science
school
students.
The
focus
is
on
technology
analysis.
project
aligns
broader
initiative
aimed
at
promoting
agricultural
automation
STEM-based
educational
activities.
aims
enhance
students'
concepts,
promote
skills,
foster
innovation.
By
engaging
hands-on
activities,
seeks
make
learning
more
relevant.
Язык: Английский
Transparency and Privacy on Social Media: Privacy Policies for Enhancing Users’ Control on Social Media
International Journal of Human-Computer Interaction,
Год журнала:
2025,
Номер
unknown, С. 1 - 20
Опубликована: Апрель 16, 2025
Язык: Английский
Assessing the Industry 4.0 Strategies for a Steel Supply Chain: SWOT, Game Theory, and Gap Analysis
Heliyon,
Год журнала:
2024,
Номер
11(1), С. e41374 - e41374
Опубликована: Дек. 19, 2024
Язык: Английский
AllianceBlockchain in the Governance Innovation of Internet Hospitals
Sensors,
Год журнала:
2024,
Номер
25(1), С. 142 - 142
Опубликована: Дек. 29, 2024
The
rise
of
Internet
hospitals
has
significant
issues
associated
with
data
security
and
governance
in
managing
sensitive
patient
data.
This
paper
discusses
an
alliance
blockchain
(i.e.,
a
private
blockchain)
model
for
innovation
internet
improved
encryption
methodology.
We
compare
our
proposed
model,
Rivest–Shamir–Adleman
(RSA)
encryption,
integrated
into
the
framework.
Improved
RSA
achieves
impressive
improvements
all
key
metrics
by
increasing
throughput
24.7%
lowering
latency
19.8%
compared
to
base
model.
Thus,
is
more
optimized
processing
transactions
related
healthcare
Memory
usage
was
also
reduced
14.3%.
While
time
remained
pretty
close,
decryption
remarkably
97.5%.
IoT
sensors
are
one
foundations
that
produce
consistent
streams,
such
as
physiological
environmental
metrics.
enables
secure
efficient
real-time
management
this
sensor
These
results
demonstrate
capability
cryptographic
upgrades
creating
safe
frameworks
hospitals.
Язык: Английский