International Journal of Innovative Research in Information Security
Articles in this Issue
Predictive Analysis and Discerning of Polycystic Ovary Syndrome in Women using Machine Learning Computations
This paper focuses on the data-driven diagnosis of polycystic ovary syndrome (PCOS) in women. For this, machine learning algorithms are applied to a dataset freely available in Kaggle repository. This...
Revolutionizing Deepfake Detection and Realtime Video Vision with CNN-based Deep Learning Model
The rapid advancement of deep learning models that can generate and synthesis hyper-realistic videos known as Deepfakes and their ease of access have raised concern on possible malicious intent use. D...
Transforming the University HR on Boarding Process with RPA
The HR Onboarding Assistant project employs Robotic Process Automation (RPA) to enhance the efficiency of on boarding in education institutions. This initiative utilizes a well-structured RPA system w...
Load Balancing using Genetic Algorithm with Cloud SIM Simulator in Open Source
Clouds are highly configurable infrastructure that offer software and platforms as a service, enabling users to subscribe for the services they need using a pay-as-you-go model. The popularity of clou...
Computer Vision-Based Mobile Application for Visually Impaired
In our society, there's a growing need for awareness and support, especially for individuals facing visual impairments. This endeavor revolves around creating a specialized mobile application precisel...
Predicting Indian GDP with Machine Learning: A Comparison of Regression Models
In recent years, the application of machine learning algorithms in economic forecasting has gained significant traction. This study focuses on predicting the Gross Domestic Product (GDP) of India by h...
Boosting Network Security: A comparative Analysis of Deep Learning Techniques for Intrusion Detection
This paper addresses demanding situations in Intrusion Detection Systems (IDS) by way of combining the Adaptive Synthetic Sampling (ADASYN) method with a break up-primarily based Resnet framework. ADA...
Gupta-Yantra : Spying Robot for Defence
Recently, with rising public security awareness, the demand for an efficient surveillance system has become highly significant. But, several monitoring systems developed have certain drawbacks limitin...
A Deep Learning Based Soil Type Classification and Recommendation of Crops to the Soil Type
Accurate classification of soil surface texture plays a pivotal role in agriculture, environmental management, and land-use planning. However, the classification of soil textures from RGB images obtai...
Securing IoT Healthcare Data Using Machine Learning Techniques
The internet of Things has become a crucial technology, enabling the interconnection of everyday devices like home appliances, medical equipment and vehicles. However, the sensitive data handled by Io...
Enhancing Signature Forgery Detection System Using CNN-SVM
Handwritten signatures are widely used as a means of personal identification and authentication. Many documents like bank cheques and legal transactions require signature verification. But considering...
Material Property Prediction Using Machine Learning
The ability to accurately predict the properties of materials is crucial for numerous applications across various industries, including materials science, engineering, and manufacturing. With the adve...
Generative Adversarial Networks for Malware Detection in Cloud Computing Environments
In recent years, the proliferation of sophisticated malware threats has necessitated the development of advanced detection techniques to safeguard computer systems and networks. Generative Adversarial...
Prediction of Alzheimer’s Disease with Retinal Images Using Deep Learning
Alzheimer's disease (AD) is a leading cause of mortality worldwide. Early detection and accurate diagnosis of AD are crucial for effective intervention and improved patient outcomes. Retinal imaging h...
Analysis and Implementation of Web Advertisement Optimization Using UCB Reinforcement Learning
Web advertisements are vital in digital marketing for connecting businesses with customers; yet optimizing their placement faces challenges from evolving user preferences. This project explores levera...
Emergency Communication System for Hills and Forest Region Using IOT
This project presents an innovative approach to establishing robust communication systems in remote areas devoid of traditional network infrastructure. By harnessing the power of IoT and LoRa technolo...