Explaining the effectiveness of machine learning in malware detection: Insights from explainable AI
Resumo We use Explainable Artificial Intelligence (XAI) to understand and assess the
decisions made by ML models in Android malware detection. To evaluate malware …
decisions made by ML models in Android malware detection. To evaluate malware …
[PDF][PDF] XAI-PDF: A Robust Framework for Malicious PDF Detection Leveraging SHAP-Based Feature Engineering
M Al-Fayoumi, QA Al-Haija, R Armoush, C Amareen - researchgate.net
With the increasing number of malicious PDF files used for cyberattacks, it is essential to
develop efficient and accurate classifiers to detect and prevent these threats. Machine …
develop efficient and accurate classifiers to detect and prevent these threats. Machine …
[PDF][PDF] Detecting Stealthy Ransomware in IPFS Networks Using Machine Learning
J Chen, G Zhang - files.osf.io
Ransomware remains one of the most pernicious threats in cybersecurity, with its distribution
mechanisms evolving alongside technological advancements. This study explores the …
mechanisms evolving alongside technological advancements. This study explores the …