3 papers
cs.LG2025
QuXAI: Explainers for Hybrid Quantum Machine Learning Models
Saikat Barua, Mostafizur Rahman, Shehenaz Khaled +3
The emergence of hybrid quantum-classical machine learning (HQML) models opens new horizons of computational intelligence but their fundamental complexity frequently leads to black…
cs.CR2025
Guardians of the Agentic System: Preventing Many Shots Jailbreak with Agentic System
Saikat Barua, Mostafizur Rahman, Md Jafor Sadek +3
The autonomous AI agents using large language models can create undeniable values in all span of the society but they face security threats from adversaries that warrants immediate…
cs.SE2025
PyGen: A Collaborative Human-AI Approach to Python Package Creation
Saikat Barua, Mostafizur Rahman, Md Jafor Sadek +3
The principles of automation and innovation serve as foundational elements for advancement in contemporary science and technology. Here, we introduce Pygen, an automation platform…