As transportation systems become more digital, emerging technologies like autonomous vehicles, drones, and hyperloop systems present new cybersecurity challenges. These innovations rely on complex software systems and connectivity that can be vulnerable to cyberattacks. Securing these systems is vital for preventing incidents that could disrupt operations or compromise safety.