Ransomware reloaded: Re-examining its trend, research and mitigation in the era of data exfiltration
Ransomware has grown to be a dominant cybersecurity threat by exfiltrating, encrypting, or
destroying valuable user data and causing numerous disruptions to victims. The severity of …
destroying valuable user data and causing numerous disruptions to victims. The severity of …
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: Recent advances, analysis, challenges and future research directions
C Beaman, A Barkworth, TD Akande, S Hakak… - Computers & …, 2021 - Elsevier
The COVID-19 pandemic has witnessed a huge surge in the number of ransomware attacks.
Different institutions such as healthcare, financial, and government have been targeted …
Different institutions such as healthcare, financial, and government have been targeted …
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 …
Ransomware detection using the dynamic analysis and machine learning: A survey and research directions
Ransomware is an ill-famed malware that has received recognition because of its lethal and
irrevocable effects on its victims. The irreparable loss caused due to ransomware requires …
irrevocable effects on its victims. The irreparable loss caused due to ransomware requires …
The age of ransomware: A survey on the evolution, taxonomy, and research directions
The proliferation of ransomware has become a significant threat to cybersecurity in recent
years, causing significant financial, reputational, and operational damage to individuals and …
years, causing significant financial, reputational, and operational damage to individuals and …
Ransomware classification and detection with machine learning algorithms
Malicious attacks, malware, and ransomware families pose critical security issues to
cybersecurity, and it may cause catastrophic damages to computer systems, data centers …
cybersecurity, and it may cause catastrophic damages to computer systems, data centers …
Fusion of deep learning based cyberattack detection and classification model for intelligent systems
In recent years, the exponential growth of malware has posed a significant security threat to
intelligent systems. Earlier static and dynamic analysis methods fail to achieve effective …
intelligent systems. Earlier static and dynamic analysis methods fail to achieve effective …
Ransomware detection using deep learning based unsupervised feature extraction and a cost sensitive Pareto Ensemble classifier
Ransomware attacks pose a serious threat to Internet resources due to their far-reaching
effects. It's Zero-day variants are even more hazardous, as less is known about them. In this …
effects. It's Zero-day variants are even more hazardous, as less is known about them. In this …
Artificial intelligence-based malware detection, analysis, and mitigation
Malware, a lethal weapon of cyber attackers, is becoming increasingly sophisticated, with
rapid deployment and self-propagation. In addition, modern malware is one of the most …
rapid deployment and self-propagation. In addition, modern malware is one of the most …