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Papers tagged with "Detect"
Secure Communications Platform With AIML - Based Threat Detection
The Increasing Prevalence Of Spam And Scam Calls Poses A Significant Security Threat, Particularly In Multilingual Regions Such As India. This Paper Presents ShieldCall AI, An AI-driven Spam Call Detection System That Integrates Machine Lea...
Enhanced Ransomware Detection Via Multi-Fragment Differential Area Analysis: Attacks, Countermeasures, And Resilience Evaluation
Crypto-ransomware Remains One Of The Most Destructive Categories Of Malware, Exploiting Strong Symmetric Encryption To Render Victim Data Inaccessible Until A Ransom Is Paid. Differential Area Analysis (DAA), Introduced By Davies Et Al., An...
BehaveGuard:User Behaviour Anomaly Detector
This Paper Presents BehaveGuard, A Security-focused System Designed To Protect Sensitive Files And Folders From Unauthorized Access. The System Continuously Monitors A Designated Folder And Detects Suspicious Activities Such As Unauthorized...
Password Security Assessment With Breach Detection
With The Increasing Risk Of Account Takeovers And Credential Misuse, Passwords Remain The Primary Factor That Gets Compromised In Data Breaches. This Project Presents PSAWBD — A Password Security Assessment Tool With Breach Detection, Devel...
Design And Implementation Of An AI-Powered Mental Health Chatbot Using Machine Learning, NLP, And Deep Learning
Mental Health Disorders Affect Over One Billion People Globally, Yet Timely Professional Support Remains Limited. This Paper Presents MindCare, An AI-powered Mental Health Chatbot Integrating Natural Language Processing (NLP), Machine Learn...
Next-Gen ATM Security Combining Facial Recognition And User Consent Via Deep Learning
The Aim Of This Research Is To Improve The Security Of ATMs By Creating ATM Models That Make Use Of Convolutional Neural Networks (CNN) And Recurrent Neural Networks (RNN) For Facial Recognition Of Users And User Approval.Materials And Meth...
Phishing Site Detection
With The Increasing Risk Of Account Takeovers And Credential Misuse, Passwords Remain The Primary Factor That Gets Compromised In Data Breaches. This Project Presents PSAWBD — A Password Security Assessment Tool With Breach Detection, Devel...
Explainable Deep Neural Network Based Multiclass Classification Of Tomato Leaf Disease
Tomato Leaf Diseases Pose A Persistent Challenge To Sustainable Crop Production, Requiring Accurate And Computationally Efficient Diagnostic Solutions For Real-time Field Applications. This Study Proposes A Hybrid Deep Learning Framework Th...
AI-Driven Malicious URL Detection Using Machine Learning, Deep Learning, And Secure Full-Stack Web Integration With CI/CD Pipeline
The Pervasive Adoption Of Digital Platforms Has Precipitated A Concomitant Escalation In Phishing Attacks, Wherein Malicious Uniform Resource Locators (URLs) Serve As The Primary Vector For Credential Theft, Financial Fraud, And Malware Dis...
Hybrid Adaptive Sampling With Risk-Based Credit Card Fraud Detection (HAS-RFD)
Credit Card Fraud Has Become A Significant Challenge In The Digital Economy, Resulting In Substantial Financial Losses And Reduced Trust In Online Transactions. This Paper Presents A Hybrid Adaptive Sampling With Risk-Based Fraud Detection...
HealMind AI: An Artificial Intelligence-Based Stress Detection And Support Platform
The Modern Mental Health Management Tools Need Something More Sensitive To The Actual Condition Of A Person, Beyond What They Are Willing To Disclose Via Their Communication With The System. The Currently Existing Solutions, Like Wysa And W...
DeepScan AI: A Multi-Layer Heuristic Framework For AI-Generated Image Detection
The Proliferation Of AI-generated Images Poses Pressing Threats To Information Integrity, Cybersecurity, And Public Trust. This Paper Presents DeepScan AI, A Multi-layer, Heuristic-driven Image Authenticity Verification System Engineered Wi...
Multimodal Civic Issue Intelligence For Predictive Urban Service Insights And Real-Time Governance Analytics
CivicCMS Is An AI-integrated Civic Complaint Management Platform Built On Spring Boot 3.2, MySQL, And The Claude AI API. It Enables Citizens To Report Civic Problems Such As Potholes, Water Leaks, Power Outages, Garbage Overflow, Drainage B...
Autonomous Human Violence Detection In Smart Surveillance
Autonomous Human Violence Detection Has Become An Essential Component In Modern Smart Surveillance Systems Due To The Increasing Demand For Public Safety And Automated Monitoring. Traditional Surveillance Methods Rely Heavily On Continuous...
Data Leakage Detection And Intelligent Data Preprocessing System
Data Leakage Is One Of The Most Critical Challenges In Machine Learning Systems, Leading To Unrealistic Model Performance And Poor Generalization In Real-world Applications. Leakage Occurs When Information From Outside The Training Dataset...