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.