David Fernandez

According to our database, David Fernandez authored at least 9 papers between 2004 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Understanding Adversarial Transferability in Vision-Language Models for Autonomous Driving: A Cross-Architecture Analysis.

David Fernandez, Pedram MohajerAnsari, Amir Salarpour, Mert D. Pesé

CoRR, April, 2026

Comparative Analysis of Patch Attack on VLM-Based Autonomous Driving Architectures.

David Fernandez, Pedram MohajerAnsari, Amir Salarpour, Long Cheng, Abolfazl Razi, Mert D. Pesé

CoRR, March, 2026

2025

David vs. Goliath: A comparative study of different-sized LLMs for code generation in the domain of automotive scenario generation.

Philipp Bauerfeind, Amir Salarpour, David Fernandez, Pedram MohajerAnsari, Johannes Reschke, Mert D. Pesé

CoRR, October, 2025

Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings.

Amal Shehan Perera, David Fernandez, Chandi Witharana, Elias Manos, Michael Pimenta, Anna K. Liljedahl, Ingmar Nitze, Yili Yang, Todd Nicholson, Chia-Yu Hsu, Wenwen Li, Guido Grosse

CoRR, June, 2025

WIP: From Detection to Explanation: Using LLMs for Adversarial Scenario Analysis in Vehicles.

David Fernandez, Pedram MohajerAnsari, Cigdem Kokenoz, Amir Salarpour, Bing Li, Mert D. Pesé

Proceedings of the 3rd USENIX Symposium on Vehicle Security and Privacy, 2025

Attention-Aware Temporal Adversarial Shadows on Traffic Sign Sequences.

Pedram MohajerAnsari, Amir Salarpour, David Fernandez, Cigdem Kokenoz, Bing Li, Mert D. Pesé

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2018

Unlocking innovation through 5G testbeds evolving today's apps for tomorrow's 5G.

Sergio Gonzalez-Miranda, Lorena Bourg, David Fernandez

Proceedings of the Fifth International Conference on Software Defined Systems, 2018

2016

Fabrique logicielle de réseaux sociaux spécialisés (aspects fonctionnels).

Benjamin Billet, David Fernandez, Didier Parigot

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

2004

Visual odometry for an outdoor mobile robot.

David Fernandez, Andrew Price

Proceedings of the 2004 IEEE Conference on Robotics, Automation and Mechatronics, 2004