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Author

G.Rajini

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Open access Jul 2026

Hybrid Deep Learning Framework for Social Media Image Forgery Detection

The rapid growth of social media has made image sharing a common part of daily communication, but it has also increased the spread of manipulated and misleading images. Fake images can influence public opinion, damage reputations, and contribute to the circulation of false information. This study presents a Hybrid Deep...

Shankarpally Bhargavi, G.Rajini · 0 citations
Open access Jul 2026

AI-Based Multilingual Story Generation and Speech Synthesis System

An AI-Powered Multilingual Story Generation and Speech Synthesis System that automatically generates meaningful stories from user-provided keywords that reduces manual effort, supports multilingual communication, and enhances storytelling through artificial intelligence.

J.Soumya, G.Rajini · 0 citations
Open access Jul 2026

Hybrid Lexicon-Driven News Threat Detection Using Random Forest and XGBoost Models

Experimental results indicate that the proposed hybrid approach effectively identifies threatrelated news, with the Random Forest model providing slightly better classification performance than XGBoost.

G. B. Prasad, G.Rajini · 0 citations
Open access Jul 2026

AI-Driven Smart Food Perception and Nutrition Assessment

An intelligent system that automatically recognizes food items from images and provides an estimate of their calorie content using deep learning techniques, and keeps track of the total calories consumed and the remaining daily calorie allowance, helping users monitor their eating habits.

M. Harshavardhan, G.Rajini · 0 citations
Open access Jul 2026

Predictive Web Application Security Using Intelligent SQL Injection Detection

This work presents an intelligent approach for improving web application security through the prediction and detection of SQL injection attacks using machine learning techniques, enabling faster, more reliable, and automated detection of SQL injection vulnerabilities.

D. A. Reddy, G.Rajini · 0 citations
Open access Jul 2026

Intelligent Facial Age and Gender Analytics Using Deep Learning

This work presents an automated approach for estimating a person's age and identifying gender from facial images using deep learning techniques, employing a Convolutional Neural Network to learn facial characteristics directly from images, eliminating the need for manual feature extraction.

Raghu ram Kandula, G.Rajini · 0 citations
Open access Jul 2026

Intelligent Android Malware Classification Using Equilibrium Optimizer and Deep LearningModel

An intelligent Android malware detection framework that combines deep learning with the Equilibrium Optimizer to improve detection performance is presented, providing an effective and reliable solution for securing Android devices against evolving malware threats.

Aishwarya Eklar, G.Rajini · 0 citations
Open access Jul 2026

A Robust Deep Learning Framework for Intelligent Malware Detection

Malware has become one of the biggest threats to computer systems and digital networks, affecting individuals, businesses, and government organizations. Traditional malware detection methods mainly depend on signatures and predefined rules, making them less effective against newly developed and constantly evolving atta...

S.Srikar, G.Rajini · 0 citations

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