Analysis and detection of ransomware
This phD thesis takes a look atransomware, presents an autonomous malwareanalysis platform and proposes countermeasure against these types of attacks. Our countermeasures are real-time and are deployed on a machine(i.e., end-hosts). In 2013, the ransomware become a hot subject of discussion again, before becomingone of the biggest cyberthreats ...
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A Practical Framework for Ransomware Detection and Mitigation Strategies
Ransomware attacks have emerged as one of the most significant cyber threats, particularly targeting financial organizations, with incidents rising from 48% in 2020 to 64% in 2023.
Chong, Lee Ying +2 more
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Ransomware Detection with Deep Neural Networks
Matan Davidian +2 more
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TL-RL-FusionNet: Reinforcement Learning-Guided Residual MLP with Fused CNN Embeddings for Efficient and Adaptive Ransomware Detection. [PDF]
Ferdous J +3 more
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The Ransomware Threat in the Digital Age: Current Issues
reservedIl ransomware rappresenta una delle minacce informatiche più insidiose del panorama contemporaneo, infliggendo danni finanziari e operativi significativi a individui, aziende e istituzioni governative in tutto il mondo.
LORENZATO, MARTA
core
Ensemble machine learning for proactive android ransomware detection using network traffic. [PDF]
Kirubavathi G +6 more
europepmc +1 more source
An Intelligent Sensing Framework for Early Ransomware Detection Using MHSA-LSTM Machine Learning. [PDF]
Alqahtani A, Ohemeng MO, Sheldon FT.
europepmc +1 more source
Neuro-evolutionary computing approach for an epidemic model of ransomware detection using morlet wavelet neural network with meta-heuristic optimization. [PDF]
Khan ZUA +5 more
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A novel technique for ransomware detection using image based dynamic features and transfer learning to address dataset limitations. [PDF]
Ferdous J +3 more
europepmc +1 more source
Lightweight Crypto-Ransomware Detection in Android Based on Reactive Honeyfile Monitoring. [PDF]
Gómez-Hernández JA, García-Teodoro P.
europepmc +1 more source

