A comprehensive survey on identification of malware types and malware classification using machine learning techniques
N Pachhala, S Jothilakshmi… - 2021 2nd international …, 2021 - ieeexplore.ieee.org
Malware is malicious code that has an effect on the user or device and allows an attacker to
do significant harm to the machine. Malware is a kind of computer virus that increases in …
do significant harm to the machine. Malware is a kind of computer virus that increases in …
Metamorphic malware and obfuscation: a survey of techniques, variants, and generation kits
K Brezinski, K Ferens - Security and Communication Networks, 2023 - Wiley Online Library
The competing landscape between malware authors and security analysts is an ever‐
changing battlefield over who can innovate over the other. While security analysts are …
changing battlefield over who can innovate over the other. While security analysts are …
Malware detection using machine learning and deep learning
Research shows that over the last decade, malware have been growing exponentially,
causing substantial financial losses to various organizations. Different anti-malware …
causing substantial financial losses to various organizations. Different anti-malware …
Detection of malware by deep learning as CNN-LSTM machine learning techniques in real time
MS Akhtar, T Feng - Symmetry, 2022 - mdpi.com
Cyber-attacks on the numerous parts of today's fast developing IoT are only going to
increase in frequency and severity. A reliable method for detecting malicious attacks such as …
increase in frequency and severity. A reliable method for detecting malicious attacks such as …
Detection of advanced malware by machine learning techniques
In today's digital world most of the anti-malware tools are signature based, which is
ineffective to detect advanced unknown malware, viz. metamorphic malware. In this paper …
ineffective to detect advanced unknown malware, viz. metamorphic malware. In this paper …
Evolution of malware and its detection techniques
In today's world, information is one of the most valuable assets, but there is a major threat to
it by the evolving second-generation sophisticated malware, because it can enter the …
it by the evolving second-generation sophisticated malware, because it can enter the …
[PDF][PDF] A comprehensive survey: ransomware attacks prevention, monitoring and damage control
JP Tailor, AD Patel - Int. J. Res. Sci. Innov, 2017 - academia.edu
Ransomware is a type of malware that prevents or restricts user from accessing their system,
either by locking the system's screen or by locking the users' files in the system unless a …
either by locking the system's screen or by locking the users' files in the system unless a …
Malware classification using compact image features and multiclass support vector machines
Malware and malicious code do not only incur considerable costs and losses but impact
negatively the reputation of the targeted organisations. Malware developers, hackers, and …
negatively the reputation of the targeted organisations. Malware developers, hackers, and …
Metamorphic malware identification using engine-specific patterns based on co-opcode graphs
A metamorphic virus is a type of malware that modifies its code using a morphing engine.
Morphing engines are used to generate a large number of metamorphic malware variants by …
Morphing engines are used to generate a large number of metamorphic malware variants by …
DRLDO: A novel DRL based De-obfuscationsystem for defense against metamorphic malware
In this paper, we propose a novel mechanism to normalize metamorphic and obfuscated
malware down at the opcode level and hence create an advanced metamorphic malware de …
malware down at the opcode level and hence create an advanced metamorphic malware de …