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 …

Ransomware threat success factors, taxonomy, and countermeasures: A survey and research directions

BAS Al-Rimy, MA Maarof, SZM Shaid - Computers & Security, 2018 - Elsevier
Ransomware is a malware category that exploits security mechanisms such as cryptography
in order to hijack user files and related resources and demands money in exchange for the …

Ransomware detection using machine learning: A survey

A Alraizza, A Algarni - Big Data and Cognitive Computing, 2023 - mdpi.com
Ransomware attacks pose significant security threats to personal and corporate data and
information. The owners of computer-based resources suffer from verification and privacy …

A survey on ransomware: Evolution, taxonomy, and defense solutions

H Oz, A Aris, A Levi, AS Uluagac - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
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 …

Ransomware mitigation in the modern era: A comprehensive review, research challenges, and future directions

T McIntosh, ASM Kayes, YPP Chen, A Ng… - ACM Computing …, 2021 - dl.acm.org
Although ransomware has been around since the early days of personal computers, its
sophistication and aggression have increased substantially over the years. Ransomware, as …

A study on the evolution of ransomware detection using machine learning and deep learning techniques

DW Fernando, N Komninos, T Chen - IoT, 2020 - mdpi.com
This survey investigates the contributions of research into the detection of ransomware
malware using machine learning and deep learning algorithms. The main motivations for …

Systematic literature review and metadata analysis of ransomware attacks and detection mechanisms

AM Maigida, SM Abdulhamid, M Olalere… - Journal of Reliable …, 2019 - Springer
Ransomware is advanced and upgraded malicious software which comes in the forms of
Crypto or Locker, with the intention to attack and take control of basic infrastructures and …

Ransomware deployment methods and analysis: views from a predictive model and human responses

G Hull, H John, B Arief - Crime Science, 2019 - Springer
Ransomware incidents have increased dramatically in the past few years. The number of
ransomware variants is also increasing, which means signature and heuristic-based …

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 …

A survey on windows-based ransomware taxonomy and detection mechanisms

R Moussaileb, N Cuppens, JL Lanet… - ACM Computing Surveys …, 2021 - dl.acm.org
Ransomware remains an alarming threat in the 21st century. It has evolved from being a
simple scare tactic into a complex malware capable of evasion. Formerly, end-users were …