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 …
Ransomware mitigation in the modern era: A comprehensive review, research challenges, and future directions
Although ransomware has been around since the early days of personal computers, its
sophistication and aggression have increased substantially over the years. Ransomware, as …
sophistication and aggression have increased substantially over the years. Ransomware, as …
A survey on ransomware: Evolution, taxonomy, and defense solutions
In recent years, ransomware has been one of the most notorious malware targeting end-
users, governments, and business organizations. It has become a very profitable business …
users, governments, and business organizations. It has become a very profitable business …
[HTML][HTML] Ransomware early detection: A survey
In recent years, ransomware attacks have exploded globally, and it has become one of the
most significant cyber threats to digital infrastructure. Such attacks have been targeting …
most significant cyber threats to digital infrastructure. Such attacks have been targeting …
MAPAS: a practical deep learning-based android malware detection system
A lot of malicious applications appears every day, threatening numerous users. Therefore, a
surge of studies have been conducted to protect users from newly emerging malware by …
surge of studies have been conducted to protect users from newly emerging malware by …
[HTML][HTML] Ransomware detection, avoidance, and mitigation scheme: A review and future directions
Ransomware attacks have emerged as a major cyber-security threat wherein user data is
encrypted upon system infection. Latest Ransomware strands using advanced obfuscation …
encrypted upon system infection. Latest Ransomware strands using advanced obfuscation …
Mobile malware attacks: Review, taxonomy & future directions
A pervasive increase in the adoption rate of smartphones with Android OS is noted in recent
years. Android's popular and attractive environment not only captured the attention of users …
years. Android's popular and attractive environment not only captured the attention of users …
[HTML][HTML] Ransomware detection using random forest technique
BM Khammas - ICT Express, 2020 - Elsevier
Nowadays, the ransomware became a serious threat challenge the computing world that
requires an immediate consideration to avoid financial and moral blackmail. So, there is a …
requires an immediate consideration to avoid financial and moral blackmail. So, there is a …
A few-shot meta-learning based siamese neural network using entropy features for ransomware classification
Ransomware defense solutions that can quickly detect and classify different ransomware
classes to formulate rapid response plans have been in high demand in recent years …
classes to formulate rapid response plans have been in high demand in recent years …
The rise of ransomware: Forensic analysis for windows based ransomware attacks
While information technologies grow and propagate worldwide, malwares have modified
and risen their efficiency towards information system. Recently, the attackers have started to …
and risen their efficiency towards information system. Recently, the attackers have started to …