Federated Learning and Semantic Communication for the Metaverse: Challenges and Potential Solutions
Electronics,
Год журнала:
2025,
Номер
14(5), С. 868 - 868
Опубликована: Фев. 22, 2025
This
study
investigates
the
high-quality
data
processing
technology,
immersive
experience
mechanisms,
and
large-scale
access
in
Metaverse,
concurrently
ensuring
robust
privacy
security.
We
commence
with
a
comprehensive
analysis
of
Metaverse’s
service
requirements,
followed
by
an
exploration
its
principal
technologies.
Furthermore,
we
evaluate
feasibility
potential
benefits
integrating
semantic
communication
to
enhance
quality
Metaverse.
A
federated
framework
is
proposed,
transmission,
digital
twins,
Metaverse
construction
model
trained
through
learning.
proceed
assess
performance
our
proposed
simulations,
highlighting
notable
enhancements
transmission
efficiency,
recovery
effectiveness,
intelligent
recognition
ability
afforded
for
Notably,
achieves
outstanding
compression
efficiency
minimal
information
distortion
(0.055),
which
decreases
delays
improves
immersion
within
Finally,
identify
future
challenges
propose
solutions
advancing
communication,
learning,
Язык: Английский
Blockchain and 6G: Pioneering New Dimensions in Metaverse Marketing
IEEE Access,
Год журнала:
2024,
Номер
12, С. 108263 - 108274
Опубликована: Янв. 1, 2024
New
opportunities
in
the
field
of
digital
marketing,
notably
Metaverse,
have
been
made
possible
by
rising
use
6G
networks
and
blockchain
technology.
In
context
this
article
seeks
to
examine
possibilities
blockchain-based
marketing.
It
explores
technology
considers
benefits
drawbacks
doing
so,
looks
at
how
interacts
with
offers
potential
uses
for
blockchain-focused
marketing
Metaverse.
We
discovered
that
can
provide
improved
security
transparency
asset
transactions,
as
well
better
management
user
profiles,
through
a
literature
review,
proposed
system
model,
data
collection
analysis.
Furthermore,
results
our
simulation
study
show,
average
capacity
is
order
Terabits
per
second,
support
Metaverse's
high-bandwidth
low-latency
requirements.
On
other
hand,
there
are
situations
where
Metaverse
network
implementation
entails
certain
cost-benefit
relationships
should
be
evaluated.
The
enlighten
opportunity
obstacles
technique
6G,
offer
instructions
future
advancement.
Язык: Английский
Advancing Cybersecurity
Advances in human resources management and organizational development book series,
Год журнала:
2024,
Номер
unknown, С. 247 - 282
Опубликована: Ноя. 15, 2024
This
research
investigates
the
efficacy
and
challenges
of
Multifactor
Authentication
(MFA)
in
enhancing
cybersecurity
within
organizational
settings.
Employing
a
qualitative
design,
this
study
integrates
comprehensive
literature
review
with
case
studies
to
examine
deployment
impact
MFA
technologies.
Key
findings
reveal
that
over
57%
global
businesses
have
adopted
MFA,
significantly
reducing
unauthorized
access
breaches
by
99.9%
when
correctly
implemented.
However,
such
as
user
resistance,
implementation
costs,
complexity
systems
persist,
affecting
overall
effectiveness
adoption
rates.
concludes
while
substantially
improves
security,
its
success
hinges
on
strategic
compliance.
The
significance
lies
potential
guide
organizations
refining
their
measures
informing
policy
secure
authentication
practices,
ultimately
contributing
enhanced
data
security
an
increasingly
digital
world.
Язык: Английский