Results 91 to 100 of about 2,768,658 (208)

Ransomware Detection Dynamics: Insights and Implications [PDF]

The rise of ransomware attacks has necessitated the development of effective strategies for identifying and mitigating these threats. This research investigates the utilization of a feature selection algorithm for distinguishing ransomware-related and ...
Nkongolo, Mike
core   +1 more source

IRDS4C–CTIB: A Blockchain-Driven Deception Architecture for Ransomware Detection and Intelligence Sharing

Future Internet
This paper introduces a cybersecurity framework that combines a deception-based ransomware detection system, called the Intrusion and Ransomware Detection System for Cloud (IRDS4C), with a blockchain-enabled Cyber Threat Intelligence platform (CTIB). The
Ahmed El-Kosairy, Heba Aslan, Nashwa AbdelBaki   +2 more
doaj   +1 more source

Enhancing ransomware defense: deep learning-based detection and family-wise classification of evolving threats [PDF]

PeerJ Computer Science
Ransomware is a type of malware that locks access to or encrypts its victim’s files for a ransom to be paid to get back locked or encrypted data. With the invention of obfuscation techniques, it became difficult to detect its new variants.
Amjad Hussain, Ayesha Saadia, Musaed Alhussein, Ammara Gul, Khursheed Aurangzeb   +4 more
doaj   +2 more sources

Neutralization Method of Ransomware Detection Technology Using Format Preserving Encryption. [PDF]

Sensors (Basel), 2023
Lee J, Lee SY, Yim K, Lee K.
europepmc   +1 more source

Enhancing Ransomware Detection with a Hybrid Deep Learning Approach: Integrating Convolutional Neural Networks and Long Short-Term Memory Networks for a Robust Cybersecurity Solution

Engineered Science
Ransomware attacks continue to be a significant and evolving cybersecurity threat, with traditional detection techniques often unable to identify new and sophisticated variants.
Priynka Sharma, Kaylash Chaudhary
doaj   +1 more source

Effective Ransomware Detection Using Entropy Estimation of Files for Cloud Services. [PDF]

Sensors (Basel), 2023
Lee K, Lee J, Lee SY, Yim K.
europepmc   +1 more source

Methods of Ransomware Analysis and Detection

, 2022
The purpose of this thesis is to demonstrate the threat of malware and to describe its forms. Special focus is put on ransomware - its historical evolution, method of analysis, detection, and recovery from it.
Vojtáš, Samuel
core  

Dynamic Feature Dataset for Ransomware Detection Using Machine Learning Algorithms. [PDF]

Sensors (Basel), 2023
Herrera-Silva JA, Hernández-Álvarez M.
europepmc   +1 more source

Ransomware : a system centric detection approach

, 2017
There are three approaches taken to analyze defenses against ransomware: signature based patterns, similar to virus detection; observing execution behavior, such as deleting a large number of files and changing file types; and a data-centric method ...
Cromis, Brian R.
core  

Ransomware detection using deep learning based unsupervised feature extraction and a cost sensitive Pareto Ensemble classifier. [PDF]

Sci Rep, 2022
Zahoora U, Khan A, Rajarajan M, Khan SH, Asam M, Jamal T.   +5 more
europepmc   +1 more source