CSE/ISE — 164 projects
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Network Intrusion Detection System Using ML on Traffic Flows
Build an IDS that classifies malicious flows from network features. You will learn flow feature extraction and detection evaluation.…
Phishing Website Detector with Browser Extension
Build a detector that scores URLs and page features in the browser. You will learn phishing feature engineering and extension development.…
Secure File Sharing with End-to-End Encryption and Expiry Links
Build a sharing service where the server never sees plaintext. You will learn key management, encrypted blobs and access auditing.…
Vulnerability Scanner for Web Applications (OWASP Top 10 Checks)
Build a scanner that tests your own demo apps for common flaws. You will learn XSS/SQLi detection logic and safe, authorised scanning practice.…
Password Strength Analyser and Breach Checker
Build a tool that scores passwords and checks breach corpora safely. You will learn entropy estimation and k-anonymity lookups.…
Keylogger Detection and Process Behaviour Monitor (Defensive)
Build a defensive monitor that flags suspicious input-hooking behaviour. You will learn process inspection and behaviour-based detection.…
Cryptography Playground: RSA, AES and Hashing Visual Lab
Build an interactive lab that visualises classic crypto step by step. You will learn RSA/AES internals and secure parameter choices (educational crypto, not crypto-currency).…
Secure Password Manager with Local Vault Encryption
Build a desktop vault that stores passwords encrypted under a master key. You will learn authenticated encryption and key derivation.…
Smart Fake Customer-Care Number Fraud Alert System with Session Monitoring
Build an alert system that watches for suspicious activity and raises evidence-backed alerts. You will learn feature engineering, authentication and role-based access and message queues.…
Compliance Dashboard for API Key Leakage in Public Repos with Multi-Factor Authentication
Create a compliance dashboard with multi-factor Authentication that hardens access control with strong authentication and least-privilege rules. You will learn search indexing, authentication and role-based access and pe…
Fake Scholarship Website Training Platform — Encrypted Storage
Build a training platform that finds common vulnerabilities before attackers do and documents fixes. You will learn unit and integration testing, CI/CD pipelines and error monitoring.…
Smart School Website Safety Audit Forensics Toolkit with Compliance Checklists
Design and build a forensics toolkit that automates routine security checks that teams skip under pressure. You will learn pipeline orchestration, hyperparameter tuning and responsive UI design.…
Common Service Centre Data Safety Detection System with Vulnerability Reports and Risk Scoring
Create a detection system with vulnerability Reports that hardens access control with strong authentication and least-privilege rules. You will learn API rate limiting, message queues and containerisation.…
Automated CCTV Camera Default Password Risk Forensics Toolkit with Vulnerability Reports
Create a forensics toolkit with vulnerability Reports that watches for suspicious activity and raises evidence-backed alerts. You will learn model evaluation metrics, hyperparameter tuning and data visualisation.…
Smart Fake Customer-Care Number Fraud Forensics Toolkit with Role-Based Policies
Build a forensics toolkit that teaches safe behaviour through realistic, sandboxed exercises. You will learn message queues, REST API design and secure coding practices.…
SIM Swap Fraud Early Signals Monitoring System with Compliance Checklists and Audit Logging
Build a monitoring system that hardens access control with strong authentication and least-privilege rules. You will learn data cleaning with pandas, file storage design and feature engineering.…
Automated Startup SaaS Tenant Isolation Compliance Dashboard with Audit Logging
Design and build a compliance dashboard that teaches safe behaviour through realistic, sandboxed exercises. You will learn API rate limiting, error monitoring and data cleaning with pandas.…
Smart Exam Result Website Defacement Risk Gateway with Risk Scoring
Create a gateway with risk Scoring that automates routine security checks that teams skip under pressure. You will learn database schema modelling, data visualisation and data cleaning with pandas.…
Vendor Email Compromise in SMEs Access Manager with Risk Scoring and Encrypted Storage
Create an access manager with risk Scoring that finds common vulnerabilities before attackers do and documents fixes. You will learn secure coding practices, state management in web apps and unit and integration testing.…
Smart College Portal Login Abuse Scanner with Vulnerability Reports
Design and build a scanner that teaches safe behaviour through realistic, sandboxed exercises. You will learn file storage design, unit and integration testing and API rate limiting.…
Vault for Fake Scholarship Website with Sandboxed Analysis
Design and build a vault that hardens access control with strong authentication and least-privilege rules. You will learn CI/CD pipelines, data visualisation and WebSocket programming.…
Automated Public Wi-Fi Safety for Travellers Training Platform with Sandboxed Analysis
Design and build a training platform that keeps tamper-evident records that auditors can trust. You will learn database schema modelling, file storage design and caching strategies.…
Smart Student Email Phishing Gateway with Audit Logging
Create a gateway with audit Logging that automates routine security checks that teams skip under pressure. You will learn cloud deployment, data cleaning with pandas and search indexing.…
Smart Social Media Account Recovery Scams Honeypot Setup with Session Monitoring
Create a honeypot setup with session Monitoring that teaches safe behaviour through realistic, sandboxed exercises. You will learn secure coding practices, data cleaning with pandas and cloud deployment.…
Vendor Email Compromise in SMEs Audit Toolkit with Audit Logging
Build an audit toolkit that automates routine security checks that teams skip under pressure. You will learn REST API design, state management in web apps and responsive UI design.…
Smart E-Commerce Seller Account Takeover Vault with Threat Alerts
Design and build a vault that automates routine security checks that teams skip under pressure. You will learn model evaluation metrics, hyperparameter tuning and cloud deployment.…
Compliance Dashboard for Fake Delivery SMS Fraud with Vulnerability Reports
Create a compliance dashboard with vulnerability Reports that keeps tamper-evident records that auditors can trust. You will learn REST API design, containerisation and responsive UI design.…
Smart Campus Wi-Fi Rogue Access Points Audit Toolkit with Role-Based Policies
Build an audit toolkit that finds common vulnerabilities before attackers do and documents fixes. You will learn database schema modelling, data visualisation and WebSocket programming.…
Alert System for Common Service Centre Data Safety with Threat Alerts
Design and build an alert system that finds common vulnerabilities before attackers do and documents fixes. You will learn data visualisation, responsive UI design and error monitoring.…
Smart TV and IoT Device Home Network Risk Monitoring System with Multi-Factor Authentication
Build a monitoring system that teaches safe behaviour through realistic, sandboxed exercises. You will learn performance profiling, unit and integration testing and API rate limiting.…
Smart CCTV Camera Default Password Risk Vault with Threat Alerts
Build a vault that automates routine security checks that teams skip under pressure. You will learn secure coding practices, cloud deployment and containerisation.…
School Website Safety Audit Gateway with Automated Backups
Design and build a gateway that hardens access control with strong authentication and least-privilege rules. You will learn geospatial queries, hyperparameter tuning and responsive UI design.…
NGO Donation Page Safety Training Platform — Compliance Checklists
Build a training platform that hardens access control with strong authentication and least-privilege rules. You will learn model evaluation metrics, state management in web apps and containerisation.…
Automated College Portal Login Abuse Honeypot Setup with Audit Logging
Create a honeypot setup with audit Logging that watches for suspicious activity and raises evidence-backed alerts. You will learn CI/CD pipelines, data visualisation and error monitoring.…
Automated Campus Wi-Fi Rogue Access Points Audit Toolkit with Compliance Checklists
Build an audit toolkit that keeps tamper-evident records that auditors can trust. You will learn WebSocket programming, error monitoring and data visualisation.…
Vault for Job Offer Letter Fraud with Threat Alerts
Build a vault that teaches safe behaviour through realistic, sandboxed exercises. You will learn REST API design, message queues and data cleaning with pandas.…
Smart Family Photo Backup Safety Gateway with Automated Backups
Create a gateway with automated Backups that watches for suspicious activity and raises evidence-backed alerts. You will learn authentication and role-based access, API rate limiting and REST API design.…
Automated Common Service Centre Data Safety Compliance Dashboard with Audit Logging
Create a compliance dashboard with audit Logging that keeps tamper-evident records that auditors can trust. You will learn model evaluation metrics, caching strategies and WebSocket programming.…
Vendor Email Compromise in SMEs Audit Toolkit with Role-Based Policies and Sandboxed Analysis
Build an audit toolkit that teaches safe behaviour through realistic, sandboxed exercises. You will learn database schema modelling, geospatial queries and pipeline orchestration.…
QR Code Payment Tampering Gateway with Multi-Factor Authentication
Create a gateway with multi-factor Authentication that automates routine security checks that teams skip under pressure. You will learn state management in web apps, database schema modelling and search indexing.…
SIM Swap Fraud Early Signals Access Manager — Multi-Factor Authentication
Build an access manager that keeps tamper-evident records that auditors can trust. You will learn data cleaning with pandas, hyperparameter tuning and WebSocket programming.…
Insider Data Download in Small Firms Detection System — Session Monitoring
Create a detection system with session Monitoring that teaches safe behaviour through realistic, sandboxed exercises. You will learn model evaluation metrics, cloud deployment and API rate limiting.…
Password Hygiene in Hostel Networks Gateway with Automated Backups
Create a gateway with automated Backups that keeps tamper-evident records that auditors can trust. You will learn authentication and role-based access, background job scheduling and search indexing.…
Alert System for Job Offer Letter Fraud with Compliance Checklists
Build an alert system that automates routine security checks that teams skip under pressure. You will learn search indexing, error monitoring and WebSocket programming.…
QR Code Payment Tampering Audit Toolkit with Role-Based Policies
Build an audit toolkit that hardens access control with strong authentication and least-privilege rules. You will learn cloud deployment, caching strategies and pipeline orchestration.…
Automated Public Wi-Fi Safety for Travellers Vault with Risk Scoring
Create a vault with risk Scoring that automates routine security checks that teams skip under pressure. You will learn authentication and role-based access, feature engineering and secure coding practices.…
Public Wi-Fi Safety for Travellers Audit Toolkit with Session Monitoring and Role-Based Policies
Create an audit toolkit with session Monitoring that keeps tamper-evident records that auditors can trust. You will learn message queues, state management in web apps and error monitoring.…
Smart TV and IoT Device Home Network Risk Vault with Vulnerability Reports
Build a vault that finds common vulnerabilities before attackers do and documents fixes. You will learn data visualisation, state management in web apps and data cleaning with pandas.…
Online Gaming Account Theft Audit Toolkit — Risk Scoring
Design and build an audit toolkit that finds common vulnerabilities before attackers do and documents fixes. You will learn CI/CD pipelines, caching strategies and unit and integration testing.…
NGO Donation Page Safety Compliance Dashboard with Audit Logging
Design and build a compliance dashboard that automates routine security checks that teams skip under pressure. You will learn state management in web apps, API rate limiting and containerisation.…
UPI Collect Request Fraud Patterns Audit Toolkit with Multi-Factor Authentication and Session Monitoring
Build an audit toolkit that hardens access control with strong authentication and least-privilege rules. You will learn background job scheduling, geospatial queries and database schema modelling.…
Audit Toolkit for Exam Result Website Defacement Risk with Sandboxed Analysis
Build an audit toolkit that finds common vulnerabilities before attackers do and documents fixes. You will learn unit and integration testing, secure coding practices and pipeline orchestration.…
API Key Leakage in Public Repos Vault with Audit Logging and Vulnerability Reports
Design and build a vault that hardens access control with strong authentication and least-privilege rules. You will learn containerisation, database schema modelling and feature engineering.…
Smart Insider Data Download in Small Firms Vault with Encrypted Storage
Design and build a vault that teaches safe behaviour through realistic, sandboxed exercises. You will learn API rate limiting, secure coding practices and error monitoring.…
Smart Family Photo Backup Safety Vault with Sandboxed Analysis
Design and build a vault that finds common vulnerabilities before attackers do and documents fixes. You will learn data cleaning with pandas, pipeline orchestration and search indexing.…
Automated Fake Delivery SMS Fraud Alert System with Threat Alerts
Design and build an alert system that automates routine security checks that teams skip under pressure. You will learn authentication and role-based access, state management in web apps and geospatial queries.…
Smart NGO Donation Page Safety Compliance Dashboard with Automated Backups
Design and build a compliance dashboard that teaches safe behaviour through realistic, sandboxed exercises. You will learn model evaluation metrics, performance profiling and data cleaning with pandas.…
Small Clinic Patient Data Safety Monitoring System — Incident Timelines
Create a monitoring system with incident Timelines that finds common vulnerabilities before attackers do and documents fixes. You will learn unit and integration testing, database schema modelling and search indexing.…
Vault for Coaching Institute Fee Portal Safety with Incident Timelines
Build a vault that teaches safe behaviour through realistic, sandboxed exercises. You will learn background job scheduling, message queues and geospatial queries.…
Campus Wi-Fi Rogue Access Points Scanner with Multi-Factor Authentication and Threat Alerts
Design and build a scanner that keeps tamper-evident records that auditors can trust. You will learn error monitoring, REST API design and state management in web apps.…
Detection System for Common Service Centre Data Safety with Multi-Factor Authentication
Build a detection system that automates routine security checks that teams skip under pressure. You will learn pipeline orchestration, model evaluation metrics and secure coding practices.…
Exam Result Website Defacement Risk Scanner with Multi-Factor Authentication
Create a scanner with multi-factor Authentication that hardens access control with strong authentication and least-privilege rules. You will learn responsive UI design, authentication and role-based access and REST API d…
Smart Student Email Phishing Honeypot Setup with Automated Backups
Create a honeypot setup with automated Backups that keeps tamper-evident records that auditors can trust. You will learn performance profiling, pipeline orchestration and API rate limiting.…
Online Exam Impersonation Training Platform with Incident Timelines and Multi-Factor Authentication
Create a training platform with incident Timelines that automates routine security checks that teams skip under pressure. You will learn CI/CD pipelines, geospatial queries and pipeline orchestration.…
Rural Bank Correspondent Device Safety Training Platform — Encrypted Storage
Design and build a training platform that keeps tamper-evident records that auditors can trust. You will learn containerisation, search indexing and responsive UI design.…
Common Service Centre Data Safety Forensics Toolkit with Incident Timelines
Build a forensics toolkit that teaches safe behaviour through realistic, sandboxed exercises. You will learn database schema modelling, performance profiling and secure coding practices.…
Smart Startup SaaS Tenant Isolation Scanner with Compliance Checklists
Create a scanner with compliance Checklists that teaches safe behaviour through realistic, sandboxed exercises. You will learn cloud deployment, state management in web apps and error monitoring.…
Insider Data Download in Small Firms Vault with Role-Based Policies
Design and build a vault that teaches safe behaviour through realistic, sandboxed exercises. You will learn cloud deployment, REST API design and caching strategies.…
Smart TV and IoT Device Home Network Risk Forensics Toolkit with Automated Backups
Design and build a forensics toolkit that automates routine security checks that teams skip under pressure. You will learn background job scheduling, message queues and unit and integration testing.…
Monitoring System for Public Wi-Fi Safety for Travellers with Threat Alerts
Create a monitoring system with threat Alerts that teaches safe behaviour through realistic, sandboxed exercises. You will learn search indexing, pipeline orchestration and hyperparameter tuning.…
Fake Scholarship Website Compliance Dashboard — Threat Alerts
Build a compliance dashboard that finds common vulnerabilities before attackers do and documents fixes. You will learn secure coding practices, hyperparameter tuning and responsive UI design.…
Coaching Institute Fee Portal Safety Access Manager — Threat Alerts
Design and build an access manager that hardens access control with strong authentication and least-privilege rules. You will learn search indexing, performance profiling and background job scheduling.…
Rural Bank Correspondent Device Safety Detection System with Multi-Factor Authentication and Threat Alerts
Design and build a detection system that hardens access control with strong authentication and least-privilege rules. You will learn secure coding practices, API rate limiting and cloud deployment.…
Smart Job Offer Letter Fraud Forensics Toolkit with Automated Backups
Build a forensics toolkit that keeps tamper-evident records that auditors can trust. You will learn state management in web apps, caching strategies and unit and integration testing.…
Automated E-Commerce Seller Account Takeover Audit Toolkit with Risk Scoring
Create an audit toolkit with risk Scoring that teaches safe behaviour through realistic, sandboxed exercises. You will learn geospatial queries, data visualisation and unit and integration testing.…
College Portal Login Abuse Monitoring System with Role-Based Policies and Risk Scoring
Design and build a monitoring system that teaches safe behaviour through realistic, sandboxed exercises. You will learn geospatial queries, hyperparameter tuning and database schema modelling.…
Vault for Vendor Email Compromise in SMEs with Automated Backups
Design and build a vault that automates routine security checks that teams skip under pressure. You will learn CI/CD pipelines, hyperparameter tuning and file storage design.…
Training Platform for Social Media Account Recovery Scams with Sandboxed Analysis
Build a training platform that automates routine security checks that teams skip under pressure. You will learn performance profiling, search indexing and containerisation.…
Forensics Toolkit for Small Business Invoice Fraud with Compliance Checklists
Build a forensics toolkit that automates routine security checks that teams skip under pressure. You will learn WebSocket programming, state management in web apps and feature engineering.…
Public Wi-Fi Safety for Travellers Detection System with Incident Timelines
Create a detection system with incident Timelines that keeps tamper-evident records that auditors can trust. You will learn responsive UI design, performance profiling and cloud deployment.…
Campus Wi-Fi Rogue Access Points Vault with Risk Scoring and Sandboxed Analysis
Design and build a vault that finds common vulnerabilities before attackers do and documents fixes. You will learn model evaluation metrics, WebSocket programming and API rate limiting.…
Smart Startup SaaS Tenant Isolation Vault with Incident Timelines
Build a vault that watches for suspicious activity and raises evidence-backed alerts. You will learn database schema modelling, caching strategies and authentication and role-based access.…
Access Manager for Digital Locker Document Safety with Audit Logging
Design and build an access manager that automates routine security checks that teams skip under pressure. You will learn error monitoring, secure coding practices and file storage design.…
Smart Library System Ransomware Readiness Access Manager with Audit Logging
Create an access manager with audit Logging that hardens access control with strong authentication and least-privilege rules. You will learn message queues, pipeline orchestration and file storage design.…
Access Manager for Job Offer Letter Fraud with Vulnerability Reports
Design and build an access manager that teaches safe behaviour through realistic, sandboxed exercises. You will learn data visualisation, WebSocket programming and message queues.…
Coaching Institute Fee Portal Safety Gateway with Sandboxed Analysis and Vulnerability Reports
Create a gateway with sandboxed Analysis that finds common vulnerabilities before attackers do and documents fixes. You will learn data cleaning with pandas, secure coding practices and state management in web apps.…
Password Hygiene in Hostel Networks Forensics Toolkit with Vulnerability Reports
Build a forensics toolkit that finds common vulnerabilities before attackers do and documents fixes. You will learn model evaluation metrics, database schema modelling and data cleaning with pandas.…
Gateway for E-Commerce Seller Account Takeover with Compliance Checklists
Create a gateway with compliance Checklists that watches for suspicious activity and raises evidence-backed alerts. You will learn error monitoring, CI/CD pipelines and data visualisation.…
College Portal Login Abuse Training Platform with Threat Alerts
Design and build a training platform that finds common vulnerabilities before attackers do and documents fixes. You will learn model evaluation metrics, geospatial queries and WebSocket programming.…
Family Photo Backup Safety Vault with Vulnerability Reports and Incident Timelines
Design and build a vault that automates routine security checks that teams skip under pressure. You will learn WebSocket programming, message queues and geospatial queries.…
Automated Library System Ransomware Readiness Detection System with Encrypted Storage
Create a detection system with encrypted Storage that finds common vulnerabilities before attackers do and documents fixes. You will learn geospatial queries, search indexing and file storage design.…
Fake Scholarship Website Audit Toolkit with Automated Backups
Design and build an audit toolkit that keeps tamper-evident records that auditors can trust. You will learn file storage design, hyperparameter tuning and responsive UI design.…
School Website Safety Audit Monitoring System with Multi-Factor Authentication
Design and build a monitoring system that hardens access control with strong authentication and least-privilege rules. You will learn data cleaning with pandas, message queues and error monitoring.…
Smart Small Business Invoice Fraud Detection System with Encrypted Storage
Build a detection system that teaches safe behaviour through realistic, sandboxed exercises. You will learn WebSocket programming, cloud deployment and geospatial queries.…
Automated Coaching Institute Fee Portal Safety Training Platform with Sandboxed Analysis
Build a training platform that teaches safe behaviour through realistic, sandboxed exercises. You will learn caching strategies, model evaluation metrics and performance profiling.…
Scanner for Password Hygiene in Hostel Networks with Multi-Factor Authentication
Build a scanner that hardens access control with strong authentication and least-privilege rules. You will learn data visualisation, API rate limiting and feature engineering.…
Coaching Institute Fee Portal Safety Gateway — Encrypted Storage
Create a gateway with encrypted Storage that watches for suspicious activity and raises evidence-backed alerts. You will learn feature engineering, model evaluation metrics and WebSocket programming.…
Online Exam Impersonation Monitoring System with Multi-Factor Authentication
Create a monitoring system with multi-factor Authentication that automates routine security checks that teams skip under pressure. You will learn authentication and role-based access, pipeline orchestration and data clea…
Job Offer Letter Fraud Vault with Automated Backups and Role-Based Policies
Design and build a vault that teaches safe behaviour through realistic, sandboxed exercises. You will learn CI/CD pipelines, containerisation and data cleaning with pandas.…
Access Manager for Family Photo Backup Safety with Risk Scoring
Create an access manager with risk Scoring that watches for suspicious activity and raises evidence-backed alerts. You will learn search indexing, state management in web apps and data visualisation.…
Automated Insider Data Download in Small Firms Scanner with Sandboxed Analysis
Design and build a scanner that teaches safe behaviour through realistic, sandboxed exercises. You will learn message queues, file storage design and error monitoring.…
Family Photo Backup Safety Detection System with Multi-Factor Authentication and Threat Alerts
Create a detection system with multi-factor Authentication that teaches safe behaviour through realistic, sandboxed exercises. You will learn data visualisation, unit and integration testing and cloud deployment.…
Digital Locker Document Safety Scanner with Role-Based Policies and Multi-Factor Authentication
Create a scanner with role-based Policies that finds common vulnerabilities before attackers do and documents fixes. You will learn hyperparameter tuning, REST API design and containerisation.…
Smart UPI Collect Request Fraud Patterns Training Platform with Audit Logging
Create a training platform with audit Logging that teaches safe behaviour through realistic, sandboxed exercises. You will learn containerisation, feature engineering and WebSocket programming.…
Dependency Vulnerability in Student Projects Gateway with Sandboxed Analysis
Create a gateway with sandboxed Analysis that finds common vulnerabilities before attackers do and documents fixes. You will learn API rate limiting, geospatial queries and performance profiling.…
Compliance Dashboard for Small Clinic Patient Data Safety with Session Monitoring
Build a compliance dashboard that watches for suspicious activity and raises evidence-backed alerts. You will learn geospatial queries, containerisation and search indexing.…
Detection System for SIM Swap Fraud Early Signals with Session Monitoring
Design and build a detection system that finds common vulnerabilities before attackers do and documents fixes. You will learn secure coding practices, containerisation and WebSocket programming.…
Password Hygiene in Hostel Networks Compliance Dashboard with Role-Based Policies
Design and build a compliance dashboard that automates routine security checks that teams skip under pressure. You will learn database schema modelling, authentication and role-based access and performance profiling.…
Automated Family Photo Backup Safety Compliance Dashboard with Compliance Checklists
Create a compliance dashboard with compliance Checklists that keeps tamper-evident records that auditors can trust. You will learn CI/CD pipelines, REST API design and model evaluation metrics.…
Fake Customer-Care Number Fraud Monitoring System with Risk Scoring and Compliance Checklists
Create a monitoring system with risk Scoring that finds common vulnerabilities before attackers do and documents fixes. You will learn unit and integration testing, feature engineering and message queues.…
SIM Swap Fraud Early Signals Vault with Audit Logging and Encrypted Storage
Design and build a vault that automates routine security checks that teams skip under pressure. You will learn hyperparameter tuning, WebSocket programming and error monitoring.…
Automated Vendor Email Compromise in SMEs Compliance Dashboard with Compliance Checklists
Create a compliance dashboard with compliance Checklists that finds common vulnerabilities before attackers do and documents fixes. You will learn message queues, API rate limiting and pipeline orchestration.…
School Website Safety Audit Monitoring System with Role-Based Policies
Design and build a monitoring system that teaches safe behaviour through realistic, sandboxed exercises. You will learn CI/CD pipelines, unit and integration testing and file storage design.…
Student Email Phishing Vault — Compliance Checklists
Build a vault that finds common vulnerabilities before attackers do and documents fixes. You will learn responsive UI design, caching strategies and file storage design.…
Vendor Email Compromise in SMEs Gateway with Encrypted Storage
Build a gateway that hardens access control with strong authentication and least-privilege rules. You will learn pipeline orchestration, background job scheduling and data cleaning with pandas.…
Job Offer Letter Fraud Scanner with Sandboxed Analysis and Session Monitoring
Design and build a scanner that finds common vulnerabilities before attackers do and documents fixes. You will learn message queues, search indexing and database schema modelling.…
Insider Data Download in Small Firms Access Manager with Automated Backups and Vulnerability Reports
Design and build an access manager that automates routine security checks that teams skip under pressure. You will learn search indexing, API rate limiting and hyperparameter tuning.…
Online Gaming Account Theft Vault — Sandboxed Analysis
Create a vault with sandboxed Analysis that hardens access control with strong authentication and least-privilege rules. You will learn performance profiling, geospatial queries and error monitoring.…
Smart College Portal Login Abuse Access Manager with Encrypted Storage
Create an access manager with encrypted Storage that watches for suspicious activity and raises evidence-backed alerts. You will learn file storage design, model evaluation metrics and caching strategies.…
Automated Small Clinic Patient Data Safety Detection System with Risk Scoring
Build a detection system that hardens access control with strong authentication and least-privilege rules. You will learn model evaluation metrics, authentication and role-based access and REST API design.…
Honeypot Setup for UPI Collect Request Fraud Patterns with Threat Alerts
Create a honeypot setup with threat Alerts that teaches safe behaviour through realistic, sandboxed exercises. You will learn geospatial queries, data visualisation and containerisation.…
Automated Fake Customer-Care Number Fraud Honeypot Setup with Audit Logging
Design and build a honeypot setup that finds common vulnerabilities before attackers do and documents fixes. You will learn caching strategies, responsive UI design and CI/CD pipelines.…
Automated Campus Wi-Fi Rogue Access Points Honeypot Setup with Session Monitoring
Design and build a honeypot setup that keeps tamper-evident records that auditors can trust. You will learn feature engineering, secure coding practices and containerisation.…
Fake Delivery SMS Fraud Alert System — Encrypted Storage
Build an alert system that watches for suspicious activity and raises evidence-backed alerts. You will learn caching strategies, database schema modelling and API rate limiting.…
Smart Public Wi-Fi Safety for Travellers Access Manager with Multi-Factor Authentication
Build an access manager that finds common vulnerabilities before attackers do and documents fixes. You will learn caching strategies, API rate limiting and CI/CD pipelines.…
Startup SaaS Tenant Isolation Forensics Toolkit with Risk Scoring
Build a forensics toolkit that hardens access control with strong authentication and least-privilege rules. You will learn unit and integration testing, performance profiling and file storage design.…
Smart Social Media Account Recovery Scams Forensics Toolkit with Vulnerability Reports
Design and build a forensics toolkit that hardens access control with strong authentication and least-privilege rules. You will learn unit and integration testing, cloud deployment and file storage design.…
Small Business Invoice Fraud Scanner — Session Monitoring
Design and build a scanner that watches for suspicious activity and raises evidence-backed alerts. You will learn unit and integration testing, search indexing and performance profiling.…
Decentralised-Style Land Record Verification with Hash Chaining
Build a tamper-evident land-record portal using hash chaining and signatures - transparency tech without crypto-currency. You will learn verifiable record design.…
SOC Dashboard with MITRE ATT&CK Alert Mapping and Triage Automation
Build a mini-SOC that maps alerts to ATT&CK techniques and automates first triage. You will learn detection engineering, alert taxonomy and triage workflow design.…
Ransomware Behaviour Detection with Endpoint Telemetry
Detect ransomware-like behaviour - mass encryption, shadow-copy deletion - in a safe lab. You will learn behavioural detection, telemetry design and defensive evaluation.…
Secure Code Review Platform with SAST and Secrets Scanning
Build a platform that scans pull requests and presents findings reviewers can act on. You will learn static analysis, false-positive management and developer security UX.…
API Security Testing Framework for the OWASP API Top 10
Build a framework that tests APIs for broken access control, auth and data exposure. You will learn API threat modelling, test design and authorised testing practice.…
Cloud Security Posture Management for AWS Misconfigurations
Build a scanner that finds public buckets, open ports and weak IAM across an account. You will learn cloud security controls, rule engineering and remediation prioritisation.…
Phishing Simulation and Awareness Platform for Colleges
Run authorised phishing simulations on campus users and turn results into training. You will learn security awareness design, ethics of simulation and measurement.…
Threat Intelligence Aggregator with STIX/TAXII Feeds
Aggregate threat feeds into deduplicated, scored indicators analysts can query. You will learn threat intel standards, indicator lifecycle and scoring models.…
Passwordless Authentication System with Passkeys and WebAuthn
Replace passwords with passkeys in a full web app, including recovery flows. You will learn modern authentication, ceremony design and account recovery security.…
Secure Chat Application with End-to-End Encryption and Key Transparency
Build E2E encrypted chat with safety numbers and a transparency log for keys. You will learn secure messaging design, key management and usability of verification.…
IoT Device Security Scanner for Home Networks
Build a scanner that finds home IoT devices and flags default credentials and old firmware. You will learn device fingerprinting, home network threats and consumer security UX.…
Digital Forensics Toolkit for Disk Image Analysis
Build a toolkit that parses disk images, recovers deleted files and builds timelines. You will learn forensic process, artefact analysis and evidence handling discipline.…
Honeypot Network for Attack Pattern Research
Deploy honeypots in an isolated lab and analyse attacker behaviour over time. You will learn deception basics, log analytics and research ethics.…
Container Runtime Security Monitoring with Falco-Style Rules
Monitor containers for suspicious shells, file writes and network calls at runtime. You will learn runtime security, rule writing and detection tuning.…
Email Security Gateway: SPF, DKIM, DMARC and Phishing Scoring
Build a gateway that verifies sender authentication and scores phishing likelihood. You will learn email authentication, header analysis and gateway architecture.…
Privileged Access Management for College Lab Systems
Build just-in-time admin access for lab systems with full session audit. You will learn privileged access design, approval workflows and audit practice.…
Security Audit Automation for Linux Servers: Hardening Checks
Automate hardening audits across servers and produce prioritised fix lists. You will learn hardening standards, check engineering and fleet reporting.…
Web Application Firewall with ML-Based Anomaly Detection
Build a WAF that combines signatures with learned normal-traffic baselines. You will learn WAF architecture, anomaly detection and attack evaluation.…
Secure Online Voting Prototype with Merkle-Tree Transparency Log
Build a voting prototype where every ballot is verifiable in a public transparency log - no blockchain needed. You will learn verifiable system design, Merkle structures and election security limits.…
Malware Analysis Sandbox Platform (Isolated Environment)
Build an isolated sandbox that detonates samples safely and reports their behaviour. You will learn sandbox architecture, behaviour analysis and strict safety practice.…
Identity Governance: Access Review and Dormant Account Detection
Build access certification campaigns that find dormant and over-privileged accounts. You will learn identity governance, review design and access risk analytics.…
Encrypted Backup System with Ransomware-Resilient Versioning
Build backups that ransomware cannot encrypt or delete, with proven restores. You will learn backup security design, immutability patterns and recovery drills.…
Bug Bounty Triage Assistant with Duplicate Detection
Build an assistant that clusters duplicate reports and drafts triage summaries. You will learn security operations, text similarity and triage economics.…
Deepfake Voice Detection for Call-Centre Fraud Prevention
Build detection that flags synthetic voices in customer calls with review tooling. You will learn audio deepfake methods, detection evaluation and fraud workflows.…
Secure QR Payment Verification to Detect Tampered Codes
Build verification that detects swapped or tampered payment QR codes before users pay. You will learn payment fraud patterns, code signing and consumer protection design.…
Browser Extension for Tracker and Cookie Consent Auditing
Build an extension that shows what a site tracks and whether consent choices are honoured. You will learn web tracking mechanics, privacy analysis and extension development.…
Prompt Injection Defence Study for RAG Systems
Attack a RAG system with indirect prompt injection and evaluate layered defences. You will learn LLM security, defence evaluation and secure RAG design.…
Privacy-Preserving Biometric Authentication with Cancelable Templates
Build authentication whose stored templates can be revoked and reissued like passwords. You will learn cancelable biometrics, template security and matching evaluation.…
Side-Channel Resistance Evaluation of AES Implementations
Measure timing and power leakage of AES variants and test masking countermeasures. You will learn side-channel methodology, countermeasure design and measurement practice.…
Zero-Trust Network Access for BYOD: Performance and Security Study
Replace a VPN design with zero-trust access and measure security and performance effects. You will learn zero-trust architecture, posture assessment and migration analysis.…
Differentially Private Machine Learning for Health Data
Train health models with formal privacy guarantees and chart the accuracy cost. You will learn private ML methods, privacy budgets and health data governance.…
Automated Exploit Generation Risk Study for LLM Coding Assistants
Evaluate how coding assistants handle dual-use requests and test refusal and safe-completion design. You will learn dual-use evaluation, safety benchmarks and responsible research practice.…
Post-Quantum Cryptography Migration Study for Enterprise TLS
Benchmark hybrid post-quantum handshakes and plan a migration path for enterprise services. You will learn PQC standards, handshake performance and migration strategy.…
Adversarial ML Attacks on Intrusion Detection: Robustness Study
Evade an ML-based IDS with constrained attacks and test robust training defences. You will learn adversarial methodology, defence evaluation and detection limits.…
Secure Federated Learning with Byzantine-Resilient Aggregation
Defend federated training against malicious clients that poison updates. You will learn robust aggregation, threat models and federated security evaluation.…
Confidential Computing with Trusted Execution Environments: Case Study
Move a sensitive workload into an enclave and evaluate performance and trust boundaries. You will learn confidential computing, attestation flows and threat analysis.…