Elias Abad Rocamora

Research Interests:

Adversarial Training
Robustness Verification
Optimization

Biography

I received my BSc in Data Science and Engineering from Universitat Politècnica de Catalunya (UPC) in Barcelona, Spain in 2022. I then moved to Madrid to obtain my MSc in Applied Mathematics from Universidad Carlos III de Madrid (UC3M) in 2023. I conducted both my BSc and MSc thesis at LIONS and started my PhD in September 2023. My hobbies are running, cycling, climbing and any mountain-related activity.

Publications

Membership Inference Attacks against Large Vision-Language Models

Zhan Li; Y. Wu; Y. Chen; F. Tonin; E. Abad Rocamora et al.

2024. 38th Annual Conference on Neural Information Processing Systems, Vancouver Convention Center, 2024-12-10 – 2024-12-15.

Detailed record

Revisiting Character-level Adversarial Attacks for Language Models

E. Abad Rocamora; Y. Wu; F. Liu; G. Chrysos; V. Cevher

2024. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, July 21-27, 2024.

Detailed record

Efficient local linearity regularization to overcome catastrophic overfitting

E. Abad Rocamora; F. Liu; G. Chrysos; P. M. Olmos; V. Cevher

2024. 12th International Conference on Learning Representations (ICLR 2024), Vienna, Austria, May 7-11, 2024.

Detailed record

Sound and Complete Verification of Polynomial Networks

E. Abad Rocamora; M. F. Sahin; F. Liu; G. Chrysos; V. Cevher

2022. 36th Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, November 28 – December 3, 2022.

Detailed record

Contact

e-mail address: Elias Abad Rocamora

EPFL people page