Cybersecurity & Defense

Defend humans in an AI-powered internet.

AI is dramatically increasing the speed and scale at which scams, phishing, impersonation, malicious automation and cyberattacks can be created.

At the same time, security increasingly extends beyond purely digital systems. Publicly available signals such as satellite imagery, ADS-B aircraft data, maritime data, radio communication patterns, sensors and other real-world data streams can help build better situational awareness and detect unusual activity.

The challenge is to build systems that help individuals or organizations understand risk, detect threats and respond in real time while protecting privacy and security.

What could you build?

Build systems focused on defensive security, situational awareness, user protection, resilience and privacy.

AI-powered phishing and scam detection.
Malicious-link analysis.
Network anomaly detection.
Privacy and credential exposure monitoring.
Browser or endpoint security tools.
AI-assisted SOC and incident-analysis systems.
Spam and social-engineering detection.
Automated defensive response and containment.
Tools that explain security risks to everyday users.
Systems that correlate satellite, ADS-B, radio, geospatial or sensor data to identify unusual real-world patterns.
Situational-awareness tools for campuses, infrastructure, organizations or public spaces.
Systems that combine digital and physical signals to detect emerging threats.

Expected direction

A good project could demonstrate:

Observe → Detect → Explain → Respond

The emphasis should be on defensive security, situational awareness, user protection, resilience and privacy.

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