Information,
Journal Year:
2024,
Volume and Issue:
15(12), P. 814 - 814
Published: Dec. 18, 2024
In
modern
digital
infrastructure,
cyber
systems
are
foundational,
making
resilience
against
sophisticated
attacks
essential.
Traditional
cybersecurity
defenses
primarily
address
technical
vulnerabilities;
however,
the
human
element,
particularly
decision-making
during
attacks,
adds
complexities
that
current
behavioral
studies
fail
to
capture
adequately.
Existing
approaches,
including
theoretical
models,
game
theory,
and
simulators,
rely
on
retrospective
data
static
scenarios.
These
methods
often
miss
real-time,
context-specific
nature
of
user
responses
threats.
To
these
limitations,
this
work
introduces
a
framework
combines
Extended
Reality
(XR)
Generative
Artificial
Intelligence
(Gen-AI)
within
gamified
platform.
This
enables
continuous,
high-fidelity
collection
behavior
in
dynamic
attack
It
includes
three
core
modules:
Player
Behavior
Module
(PBM),
Gamification
(GM),
Simulation
(SM).
Together,
modules
create
an
immersive,
responsive
environment
for
studying
interactions.
A
case
study
simulated
critical
infrastructure
demonstrates
framework’s
effectiveness
capturing
realistic
behaviors
under
attack,
with
potential
applications
improving
response
strategies
across
sectors.
lays
foundation
adaptive
training
user-centered
development
infrastructure.
Synthetic
personae
and
data
powered
by
artificial
intelligence
(AI)
are
emerging
in
many
HCI
areas,
including
education
training,
gaming,
piloting
research
studies.
Recently,
Large
Language
Models
(LLMs)
have
shown
promise
for
synthetic
AI
personae,
experimenting
with
human
social
simulacra
producing
data.
This
presents
challenges
opportunities
extending
via
LLMs
AI.
In
this
proposed
workshop,
we
engage
researchers
interested
working
LLMs,
through
speculative
design
visions,
desiderata,
requirements
future
engaging
personae/data.
The
outcomes
of
workshop
may
be
disseminated
to
the
community
scientific
publications
or
special
issues
facilitate
continued
discussion
advance
knowledge
on
a
timely
topic.