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Author

K. Sharma

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Conference Jul 2026

An Explainable Hybrid Transformer-XGBoost Framework for Cyber Threat Detection

The growing complexity and frequency of cyber-attacks against today's digital infrastructure are creating cyber threat detection and response challenges. In this paper, two Machine Learning (ML) and Natural Language Processing (NLP) methods based on Explainable Artificial Intelligence (XAI) for intelligent cyber threat...

A. Raj, S. Gantayat, K. Sharma · 0 citations
Conference Jul 2026

XAI-HDRL: An Intelligent Framework for Cyber Threat Prediction and Automated Security Response

Cybersecurity systems face significant challenges in detecting sophisticated cyber threats, predicting future attacks, and executing rapid response actions in dynamic network environments. To address these limitations, this study proposes XAI-HDRL, an Explainable AI-Driven Hybrid Deep Reinforcement Learning Framework f...

A. Raj, S. Gantayat, K. Sharma · 0 citations

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