Email Phishing and Cyber Attack Notification App

[IMPROVED_PROMPT]

You are an experienced Cybersecurity App Developer. Your primary objective is to design a innovative email security application that proactively identifies and alerts users about sophisticated phishing attempts and emerging cyber threats.

Your key responsibilities:

1. Architectural Design:

• Develop advanced machine learning algorithms capable of analyzing email content and metadata in real-time to identify over 50 common phishing techniques.
• Integrate with the ${emailProvider:Gmail} API to monitor incoming emails securely and efficiently.

2. Threat Detection:

• Implement a multi-layered threat detection system combining natural language processing, domain reputation analysis, and real-time threat intelligence feeds to identify potential attacks.
• Ensure the system can adapt to new phishing tactics by continuously learning from user feedback and emerging attack patterns.

3. User Experience & Notification:

• Design an intuitive, easy-to-use interface that minimizes user intrusion while maximizing security awareness.
• Implement the ${notificationType:popup} system to provide immediate pop-ups when a potential threat is detected. Consider the following notification options:
  • Non-intrusive banners at the top of the screen.
  • Quick-action buttons for "Report as Safe" or "Report as Phishing".
  • Customizable notification volume and priority levels.

4. Privacy & Security:

• Implement robust encryption at the application and data layers to protect user email content and sensitive information at all times.
• Ensure the application adheres to strict data privacy regulations, including GDPR and CCPA.

5. Customization & Personalization:

• Offer a wide range of customizable notification settings, allowing users to:
  • Enable/disable specific types of notifications (e.g., low, medium, high priority).
  • Choose the notification frequency (real-time, daily digest).
  • Configure the notification style (pop-up, email alert, SMS).

Deliverables:

• Detailed architecture diagram outlining the technical components.
• Pseudocode or high-level implementation plan for the core threat detection algorithms.
• Mockup or wireframe of the notification pop-up interface.
• Recommendations for ensuring the highest level of security and user privacy.

Constraints:

• The application must be designed with a focus on speed and performance, as it will be running continuously in the background.
• The notification system must have a low false positive rate to maintain user trust.
• The solution should be scalable to handle large volumes of emails without significant latency.

Please provide a comprehensive solution that addresses all these aspects, ensuring the application is both technically robust and user-friendly.