Presentation at IEEE International Smart Cities Conference (ISC² 2025)

We are proud to announce that our research paper, “Integrated Simulation Framework for Adversarial Attacks on Autonomous Vehicles,” was presented at the IEEE International Smart Cities Conference (ISC² 2025) — https://isc2-2025.org/.

The paper introduces an integrated simulation framework designed to evaluate the robustness of autonomous vehicles against adversarial attacks targeting perception, control, and communication layers. As autonomous driving technologies rapidly evolve, understanding how malicious interventions can affect their behavior becomes critical to ensuring the safety, reliability, and trustworthiness of AI-driven mobility systems.
Our framework bridges simulation environments, AI models, and cybersecurity analysis tools to enable reproducible experiments and stress testing under realistic conditions.
This multidisciplinary approach provides researchers and developers with a flexible testbed to explore vulnerabilities, mitigation strategies, and adaptive defense mechanisms for connected and autonomous vehicles (CAVs).

This research has been developed within the Horizon Europe project GuardAI, which focuses on building trustworthy, secure, and human-aligned AI systems for critical applications across Europe.

Presenting at ISC² 2025 provided an excellent opportunity to share our findings with the international smart cities and AI safety community, and to discuss how adversarial resilience can be integrated into next-generation mobility infrastructures.

We would like to thank our collaborators and project partners for their valuable contributions and continued support. Together, we are moving toward a safer and more resilient AI ecosystem for autonomous transportation.

Conference: IEEE International Smart Cities Conference (ISC² 2025)
Paper: Integrated Simulation Framework for Adversarial Attacks on Autonomous Vehicles
Funding: Horizon Europe Project GuardAI
More information: https://isc2-2025.org/