Lucene search
K

Interpretable Ransomware Detection Using Hybrid Large Language Models: A Comparative Analysis of BERT, RoBERTa, and DeBERTa through LIME and SHAP

🗓️ 17 Nov 2025 00:00:00Reported by Elodie Mutombo Ngoie, Peace Azugo, Mike Nkongolo Wa Nkongolo, Mahmut TokmakType 
packetstormnews
 packetstormnews
🔗 packetstorm.news👁 3 Views

Explainable ransomware detection with bert model, roberta model, and deberta model using lime and shap on ugRansome and process memory datasets.

Data

Build on a solid foundation with Vulners data

We provide the essential building blocks for cybersecurity solutions with comprehensive, structured, and constantly updated vulnerability and exploits data

Api

Power your application with Vulners API

The Vulners REST API offers reliable, high-performance access to vulnerability intelligence, with 99.9% SLA uptime and CDN-backed data delivery for seamless global access

App

Assess and manage vulnerabilities with Vulners tools

Built on top of Vulners' database and SDK, end-user solutions give security professionals and developers lightweight and powerful tools for vulnerability remediation