A comprehensive survey on deep learning based malware detection techniques
M Gopinath, SC Sethuraman - Computer Science Review, 2023 - Elsevier
Recent theoretical and practical studies have revealed that malware is one of the most
harmful threats to the digital world. Malware mitigation techniques have evolved over the …
harmful threats to the digital world. Malware mitigation techniques have evolved over the …
[HTML][HTML] The rise of machine learning for detection and classification of malware: Research developments, trends and challenges
The struggle between security analysts and malware developers is a never-ending battle
with the complexity of malware changing as quickly as innovation grows. Current state-of-the …
with the complexity of malware changing as quickly as innovation grows. Current state-of-the …
Deep learning for anomaly detection: A survey
R Chalapathy, S Chawla - ar** rapidly across the mobile ecosystem, but Android
malware is also emerging in an endless stream. Many researchers have studied the …
malware is also emerging in an endless stream. Many researchers have studied the …
Detection of malicious code variants based on deep learning
Z Cui, F Xue, X Cai, Y Cao, G Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
With the development of the Internet, malicious code attacks have increased exponentially,
with malicious code variants ranking as a key threat to Internet security. The ability to detect …
with malicious code variants ranking as a key threat to Internet security. The ability to detect …
Survey of machine learning techniques for malware analysis
Co** with malware is getting more and more challenging, given their relentless growth in
complexity and volume. One of the most common approaches in literature is using machine …
complexity and volume. One of the most common approaches in literature is using machine …
A survey on attack detection, estimation and control of industrial cyber–physical systems
Cyber–physical systems (CPSs) are complex systems that involve technologies such as
control, communication, and computing. Nowadays, CPSs have a wide range of applications …
control, communication, and computing. Nowadays, CPSs have a wide range of applications …
Dynamic malware analysis in the modern era—A state of the art survey
Although malicious software (malware) has been around since the early days of computers,
the sophistication and innovation of malware has increased over the years. In particular, the …
the sophistication and innovation of malware has increased over the years. In particular, the …