Big data with machine learning enabled intrusion detection with honeypot intelligence system on apache Flink (BDML-IDHIS)
Akshay Mudgal,
No information about this author
Shaveta Bhatia
No information about this author
Journal of Computer Virology and Hacking Techniques,
Journal Year:
2025,
Volume and Issue:
21(1)
Published: Jan. 7, 2025
Language: Английский
Dynamic detection method for Android terminal malware based on Native layer
Published: April 7, 2023
The
current
traditional
malware
detection
methods
mainly
obtain
the
characteristics
of
by
analyzing
static
file
structure
and
binary
byte
code
software,
which
leads
to
poor
due
lack
fusion
processing
characteristics.
In
this
regard,
we
propose
a
dynamic
method
for
Android
terminal
based
on
Native
layer.
APK
installation
package
application
is
parsed,
dex
library
are
fused
mapped
into
three-channel
visual
RGB
color
image,
features
extracted
achieve
malware.
experiments,
performance
proposed
verified.
experimental
results
show
that
has
larger
ROC
curve
area
more
desirable
when
detected
method.
Language: Английский
Intrusion Detection and Prevention Algorithm of Teacher Management Information System in private higher vocational colleges based on AvroAvro framework
Jun Zhao
No information about this author
2022 6th International Conference on Intelligent Computing and Control Systems (ICICCS),
Journal Year:
2022,
Volume and Issue:
unknown, P. 790 - 794
Published: May 25, 2022
Intrusion
detection
and
prevention
algorithm
of
the
teacher
management
information
system
in
private
higher
vocational
colleges
based
on
AvroAvro
framework
is
studied
paper.
This
paper
studies
presents
a
row
column
hybrid
storage
design.
The
core
method
to
model
organize
attribute
columns
that
are
often
accessed
together
with
other
way
rows,
so
as
form
several
local
groups
space,
ensure
effectiveness
data
exchange
memory
locality
assembly.
Based
this
improvement,
implemented.
In
order
each
class
library
can
process
same
sample
test,
at
first
Java
object
saved
file.
With
improved,
IDS
then
considered
for
systematic
improvement.
Furthermore,
optimized.
Through
comparison
analysis,
it
determined
designed
efficient.
Language: Английский