Problem Statement

As the world becomes more interconnected, digital privacy and security have become increasingly important. Individuals and organizations face a growing number of threats, from personal data leaks and cyberattacks to invasive surveillance and hacking attempts. Traditional cybersecurity solutions have proven insufficient in combating these challenges, particularly as the scale and sophistication of attacks evolve.

• Data Privacy Issues: With major data breaches and surveillance programs, users have lost control over their personal information.

• Centralized Systems: Centralized cybersecurity systems often fail to offer the transparency and trust required for users to feel secure.

• Lack of Personalized Protection: Current solutions are too generalized and do not address specific needs of different user profiles (e.g., businesses, individuals, or governments).

• Inefficient Threat Detection: Many existing solutions rely on outdated threat detection models that fail to adapt to emerging cyber risks in real-time.

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