Android ransomware detection based on a hybrid evolutionary approach in the context of highly imbalanced data

I Almomani, R Qaddoura, M Habib, S Alsoghyer… - IEEE …, 2021 - ieeexplore.ieee.org
In recent years, Ransomware has been a critical threat that attacks smartphones.
Ransomware is a kind of malware that blocks the mobile's system and prevents the user of …

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 …

[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 …

An efficient machine learning-based approach for Android v. 11 ransomware detection

I Almomani, A AlKhayer… - 2021 1st international …, 2021 - ieeexplore.ieee.org
Android ransomware is a threatening malware that is targeting individuals and enterprises.
Many existing approaches suggested different ransomware detection solutions to protect …

Hybrid-based analysis impact on ransomware detection for Android systems

R Almohaini, I Almomani, A AlKhayer - Applied Sciences, 2021 - mdpi.com
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 …

[PDF][PDF] Ransomware: The landscape is shifting-a concise report

R Richardson, MM North… - International …, 2021 - americanscholarspress.us
Ransomware continues to be a growing threat to the data files of individuals and
businesses. While ransomware attacks against corporations, government, and critical …

Ai-enhanced defense against ransomware within the organization's architecture

BN Chaithanya… - Journal of Cyber …, 2022 - journals.riverpublishers.com
Ransomware is a type of revenue-generating tactic that cybercriminals utilize to improve
their income. Businesses have spent billions of dollars recovering control of their resources …

Machine Learning-Based Malicious URL Detection Technique

C Han, S Yun, M Han, IG Lee - Journal of the Korea Institute of …, 2022 - koreascience.kr
Recently, cyberattacks are using hacking techniques utilizing intelligent and advanced
malicious codes for non-face-to-face environments such as telecommuting, telemedicine …

Analyzing web search behavior for software engineering tasks

N Rao, C Bansal, T Zimmermann… - … Conference on Big …, 2020 - ieeexplore.ieee.org
Web search plays an integral role in software engineering (SE) to help with various tasks
such as finding documentation, debugging, installation, etc. In this work, we present the first …

Search4Code: Code search intent classification using weak supervision

N Rao, C Bansal, J Guan - 2021 IEEE/ACM 18th International …, 2021 - ieeexplore.ieee.org
Developers use search for various tasks such as finding code, documentation, debugging
information, etc. In particular, web search is heavily used by developers for finding code …