AI-Driven Cyber Threat Simulation Engine
 
Concept: A platform using AI to simulate evolving cyberattack scenarios for proactive defense. AI-
Powered Threat Detection and Prevention. Develop machine learning algorithms that detect and respond to zero-day vulnerabilities, ransomware, and phishing attacks in real-time.
Integrate behavioral analytics to identify unusual activity patterns and predict potential insider threats.
 
Features:
Emulation of advanced threats like AI-driven malware.
Dynamic attack simulation based on real-world trends.
Continuous evaluation of an organization’s defenses.
 
Why Unique: Moves beyond traditional penetration testing by mimicking AI-enabled attackers.