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A Privacy-Preserving Federated Learning Framework With Dual Explainability For Hybrid CNN–LSTM Based Anomaly Detection In IoT Network Traffic
Intrusion Detection Systems (IDS) For The Internet Of Things Face A Three-way Tension: Deep Models Detect Attacks Accurately But Behave As Opaque Black Boxes, Centralised Training Pipelines Require Raw Traffic To Be Exported From Every Devi...
BACTERIOCINS: BIOPRESERVATION OF FOOD PRODUCTS
Fermentation Of Various Foods By Lactic Acid Bacteria (LAB) Is One Of The Oldest Forms Of Biopreservation Practised By Mankind. Bacterial Antagonism Has Been Recognised For Over A Century But In Recent Years This Phenomenon Has Received Mor...
AI-Assisted Traditional Craft Design & Marketplace Platform
Traditional Handicrafts Are Culturally Significant But Face Challenges In Modernization, Digital Exposure, And Market Accessibility. This Project Presents An AI-Assisted Craft Design Customization And Marketplace Platform That Bridges Tradi...
A PRIVACY-ENHANCED CRYPTO-BIOMETRIC AUTHENTICATION FRAMEWORK
Airport Authority Systems Demand The Highest Levels Of Security For Controlling Access To Restricted Zones, Yet Traditional Authentication Mechanisms Based On Identity Cards, PINs, And Passwords Remain Inherently Susceptible To Theft, Forge...
Enhancing Data Warehouse Queries Through Intelligent Keyword Search With Privacy & Access Control
Traditional Data Warehouse Systems Require Users To Write Structured SQL Queries To Retrieve Information, Which Is Difficult For Non-technical Users. Moreover, Sensitive Organizational Data Stored In Warehouses Demands Controlled Access And...
A Deep Learning Based Privacy Preservation Mechanism For IoT And IoMT Applications
Batch Processing In Deep Learning Has Been Explored Extensively To Secure IoMT Networks. Devices Such As Multimedia Sensor Nodes (MSNs) In The IoMT Are Able To Produce Both Multimedia And Non-multimedia Data. The Generated Data Are Sent Fro...
The Role Of Image Recognition In Modern Archaeology
This Study Presents An Intelligent AI-based Image Recognition System Designed To Assist Archaeologists In The Identification And Classification Of Artifacts From Excavation Sites And Museum Archives. Traditional Archaeological Analysis Is T...
TN-Connect: A Digital Solution For Heritage Tourism Management In Tamil Nadu
Tourism-Heritage TN-Connect Addresses Critical Challenges In Cultural Tourism Through An Innovative Digital Platform Developed At Knowledge Institute Of Technology, Salem. The System Resolves Three Persistent Issues Observed At Tamil Nadu's...
Privacy-Preserving Data Access with Key-Aggregate Encryption
Secure Cloud Storage Is An Online Platform For Storing User Data With Sharing Facilities Among Other Users. The Data Is Optionally Encrypted Before Storing And Decrypted On Download By The System And The Process Is Transparent To The End Us...
SECURING GROUP DATA SHARING IN THE CLOUD: AN UNTRACEABLE DIGITAL DATA STORE APPROACH
This Study Presents A Pioneering Strategy To Fortify Group Data Sharing In Cloud Environments Via An Untraceable Digital Data Store. Conventional Cloud Data Sharing Practices Frequently Jeopardize Privacy And Security Due To Identifiable Da...
MULTI AUTHORITY ATTRIBUTES BASED KEYWORD SEARCHABLE SCHEME IN MEDICAL CLOUD DATA
In Cloud-based Electronic Medical Record (EMR) Systems, Attribute-based Encryption (ABE) Has Been Utilized To Protect The Confidentiality Of EMRs And Provide Keyword Search Over The Encrypted EMRs. However, Existing Schemes Are Designed For...
A RESEARCH ON ORGAN TRANSPORTATION USING UAV
A Research Is Conducted On The Factors That Need To Be Taken Into Account When Transporting And Preserving Human Organs. An Unmanned Aerial Vehicle (UAV) Designed Specifically For Carrying Human Organs That Can Do So Quickly And Without End...
HERBAL PRESERVATION: A NOVEL CONCEPT FOR FOOD PRESERVATION
Food Can Be Raw, Processed Or Formulated Materials Fed On With The Aid Of Human And Animals To Produce Energy, Promotes Growth, And Preserve Desirable Health. In Most Cases, There At A Favored Stage So That Most Advantages And Vitamin Value...
ENSURING SECURITY AND PRIVACY PRESERVATION FOR CLOUD-BASED LIBRARY MANAGEMENT SYSTEM
Cloud Computing Is A Web 2.0 Technology Spin-off, Demonstrating To Be Most Useful For The Library Management System. Cloud-based Library Management System 24x7 Available System Making Library Resources Online As Well As Anywhere Anytime Acc...
STUDIES ON LACTOBACILLUS BACTERIOCIN FOR PRODUCATION AND CHARACTERIZATION AGAINST SOME PATHOGENIC AND FOOD SPOILAGE BACTERIA.
Bacteriocins Produced By Lactic Acid Bacteria (LAB) Are A Heterogeneous Group Of Antibacterial Proteins That Vary In Spectrum Of Activity, Mode Of Action, Molecular Weight, Genetic Origin And Biochemical Properties Inhibitory Substances Inc...