Ransomware reloaded: Re-examining its trend, research and mitigation in the era of data exfiltration

T McIntosh, T Susnjak, T Liu, D Xu, P Watters… - ACM Computing …, 2024 - dl.acm.org
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 …

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 …

The age of ransomware: A survey on the evolution, taxonomy, and research directions

S Razaulla, C Fachkha, C Markarian… - IEEE …, 2023 - ieeexplore.ieee.org
The proliferation of ransomware has become a significant threat to cybersecurity in recent
years, causing significant financial, reputational, and operational damage to individuals and …

Crypto-ransomware: A revision of the state of the art, advances and challenges

JA Gómez Hernández, P García Teodoro… - Electronics, 2023 - mdpi.com
According to the premise that the first step to try to solve a problem is to deepen our
knowledge of it as much as possible, this work is mainly aimed at diving into and …

A novel approach for ransomware detection based on PE header using graph embedding

F Manavi, A Hamzeh - Journal of Computer Virology and Hacking …, 2022 - Springer
The development of cryptocurrency has led to an increase in a type of malware called
ransomware. Ransomware is a family of malware that uses malicious techniques to prevent …

[HTML][HTML] Ransomware early detection: A survey

M Cen, F Jiang, X Qin, Q Jiang, R Doss - Computer Networks, 2024 - Elsevier
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 …

[HTML][HTML] Earlier Decision on Detection of Ransomware Identification: A Comprehensive Systematic Literature Review

L Albshaier, S Almarri, MMH Rahman - Information, 2024 - mdpi.com
Cybersecurity is normally defined as protecting systems against all kinds of cyberattacks;
however, due to the rapid and permanent expansion of technology and digital …

AI-based ransomware detection: A comprehensive review

J Ferdous, R Islam, A Mahboubi, MZ Islam - IEEE Access, 2024 - ieeexplore.ieee.org
Ransomware attacks are becoming increasingly sophisticated, thereby rendering
conventional detection methods less effective. Recognizing this challenge, this study …

Virus-MNIST: A benchmark malware dataset

D Noever, SEM Noever - arXiv preprint arXiv:2103.00602, 2021 - arxiv.org
The short note presents an image classification dataset consisting of 10 executable code
varieties and approximately 50,000 virus examples. The malicious classes include 9 families …

Data-driven malware detection for 6G networks: A survey from the perspective of continuous learning and explainability via visualisation

DT Uysal, PD Yoo, K Taha - IEEE Open Journal of Vehicular …, 2022 - ieeexplore.ieee.org
5G is inherently prone to security vulnerabilities. We witness that many today's networks
contain 5G security flaws due to their reliance on the existing 4G network core. A lack of …