PHISHGUARD: YOUR ONLINE ANTI-PHISHING SHIELD Browser Extension for Phishing Protection Aakash Guragai, Master of CyberSecurity 21-June-2025/ Version: v1.0.0
What is PhishGuard? A browser extension t hat protects users from phishing attacks in real-time. Uses threat databases, heuristics, and form protection to block malicious sites.
Addressing phishing threats and user unawareness Phishing attacks have increased significantly , targeting unsuspecting users and businesses alike. Growing phishing attacks Many users remain unaware of phishing tactics, putting their data at risk. User vulnerability Current security solutions often lack real-time protection , making them less effective against new threats. Limitations of existing tools Why Phish Guard ? Problem Statement
Key Features of PhishGuard Real-time Detection Protects users from threats as they surf online. 01 Stats Dashboard Visual insights into threats blocked and user activity. 03 Three Protection Levels Customizable security settings for user preferences and needs. 02 Advanced settings aut o-update, heuristic scanning, whitelist 04 Clean UI vi sual threat indicators 05 Permissive Moderate Strict
How it work
Level Risk Sensitivity Use Case 🟢 Permissive Low Advanced users 🟡 Moderate Balanced Default, recommended for all 🔴 Strict High Corporate, vulnerable environments Protection Levels Table
PhishGuard extension in action and demo Experience the intuitive popup interface featuring real-time stats and seamless navigation through blocked sites and settings.
Utilizes extensive databases to identify potential threats effectively. Data sources: Known phishing DB + heuristics "secure-paypal-login.tk" → Blocked: Typosquatting "http://login.example.com" → Warning: HTTP form Examples of phishing attacks Understanding the threat detection engine components Typosquatting detection Suspicious keywords HTTPS/form validation
Key Statistics at a Glance
User Security Best Practices Here are tips to enhance security: Always keep browser updated. Enable two-factor authentication for accounts. Avoid clicking on suspicious links or emails. Regularly review whitelisted domains.
Addressing common challenges with PhishGuard PhishGuard builds trust by providing transparent protection and user-friendly interfaces. User trust issues 01 Our engine adapts quickly to counter new phishing threats as they emerge. Evolving phishing tactics 02 We provide resources and tips to educate users about phishing risks and safety. User education gaps 03 PhishGuard seamlessly integrates with browsers, ensuring a lightweight user experience without performance issues. Integration with browsers 04
Future enhancements for PhishGuard extension Planning to introduce AI-driven analysis and user feedback features to enhance protection and usability. 🔁 Machine learning threat detection 🌐 Cross-browser sync of settings 📲 Mobile browser support 🧠 Smart AI assistant for risk explanations
Live demo of PhishGuard in action Link To Dashboard: PhishGuard
GET IN TOUCH FOR SUPPORT Email contact @guragaiaakash.com.np Social media @aakashg_aaku Phone +971 56211 0398 Github https://github.com/AakashAaku/phish_guard.git Documentation phisguard.netlify .app /documentation
What features would you like to see in PhishGuard? Ensuring ease of use is critical for user adoption and satisfaction. User experience Highlighting unique features can differentiate us from competitors in the market. Security features Discussing planned enhancements ensures transparency and builds client trust in existing roadmap. Future developments