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S. Rani

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Aug 2026

Adversarial Detection in Software Systems Using Stacked Ensemble Machine Learning Model

A stacked ensemble ML model combining Random Forest and Logistic Regression and Logistic Regression as a meta-classifier, while Extreme Gradient Boosting as a meta-classifier is proposed in this study to improve software system cyberattack detection.

Anshika Sharma, S. Rani · 0 citations
Open access Aug 2026

GTGO-driven joint task offloading and resource allocation with explainable AI in vehicular edge computing

A framework based on GTGO to jointly offload, schedule and allocate resources to different tasks and augment it with an integrated explainable AI (XAI) module is presented, indicating that the suggested framework is an effective, efficient, and transparent resource management solution in intelligent vehicular edge computing systems.

Aditi Moudgil, S. Rani, Fazlullah Khan · 0 citations