10 citations · 12 across the 5 of their papers we have counts for
5 papers
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…
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…
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…
Exploring Autonomous Agents through the Lens of Large Language Models: A Review
Saikat Barua
Large Language Models (LLMs) are transforming artificial intelligence, enabling autonomous agents to perform diverse tasks across various domains. These agents, proficient in human…
KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI
Saikat Barua, Sifat Momen
In order to fully harness the potential of machine learning, it is crucial to establish a system that renders the field more accessible and less daunting for individuals who may no…