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IEEE Access, 2022 Ransomware is one of the most harmful types of cyber attacks that cause major concerns on a global scale. It makes the victims’ resources unusable by encrypting data or locking systems to extort ransom payments.
Fatimah Aldauiji +2 more
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Entropy, 2022 Ransomware consists of malicious codes that restrict users from accessing their own files while demanding a ransom payment. Since the advent of ransomware, new and variant ransomwares have caused critical damage around the world, thus prompting the study
Jaehyuk Lee, Kyungroul Lee
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A Multi-Tier Streaming Analytics Model of 0-Day Ransomware Detection Using Machine Learning
Applied Sciences, 2020 Desktop and portable platform-based information systems become the most tempting target of crypto and locker ransomware attacks during the last decades.
Hiba Zuhair, Ali Selamat, Ondrej Krejcar
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Analysis of Crypto-Ransomware Using Network Traffic
Journal of Information Security and Cybercrimes Research, 2022 Ransomware is a form of malware attack that makes use of encryption to make information inaccessible for the motive of gathering a specified amount of payment.
Otasowie Owolafe, Aderonke F. Thompson
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Ransomware Early Detection Method Based on Deep Learning [PDF]
Jisuanji kexue, 2023 In recent years,ransomware is becoming increasingly prevalent,causing serious economic losses.Since files encrypted by ransomware are difficult to recover,how to timely and accurately detect ransomware is a hot point nowadays.To improve the timeliness ...
LIU Wenjing, GUO Chun, SHEN Guowei, XIE Bo, LYU Xiaodan
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The Age of Ransomware: A Survey on the Evolution, Taxonomy, and Research Directions
IEEE Access, 2023 The proliferation of ransomware has become a significant threat to cybersecurity in recent years, causing significant financial, reputational, and operational damage to individuals and organizations. This paper aims to provide a comprehensive overview of
Salwa Razaulla +6 more
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Hybrid-Based Analysis Impact on Ransomware Detection for Android Systems
Applied Sciences, 2021 Android ransomware is one of the most threatening attacks that is increasing at an alarming rate. Ransomware attacks usually target Android users by either locking their devices or encrypting their data files and then requesting them to pay money to ...
Rana Almohaini +2 more
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Applied Sciences, 2021 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 the timely detection of these attacks. Several studies including surveys
Umara Urooj +4 more
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IEEE Access, 2023 Ransomware is a growing threat and is building ecosystems in the form of ransomware as a service (RaaS). While there have been diverse efforts to detect and mitigate such threats, techniques to bypass such countermeasures have advanced considerably ...
Soohan Lee +4 more
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Ransomware Detection Method Based on Dynamic Symbol Execution [PDF]
Jisuanji gongcheng, 2018 Aiming at the problem of network security caused by ransomware,based on the analysis of a large number of ransomware samples,a method of detecting and analyzing ransomware based on dynamic symbol execution is proposed.A ADRAS system model is built based ...
CHEN Zheng,FANG Yong,LIU Liang,ZUO Zheng
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