Carlos Mougan

Joined

October 2021

Names

Carlos Mougan (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, University of Southampton (soton.ac.uk)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2024

Expertise

No areas of expertise listed

Publications

Poisoning Attacks on LLMs Require a Near-constant Number of Poison Samples
Alexandra Souly, Javier Rando, Ed Chapman, Xander Davies, Burak Hasircioglu, Ezzeldin Shereen, Carlos Mougan, Vasilios Mavroudis, Erik Jones, Chris Hicks, Nicholas Carlini, Yarin Gal, Robert Kirk
- Submitted to ICLR 2026
- Readers: Everyone
Measuring the Impact of Equal Treatment as Blindness via Distributions of Explanations Disparity
Carlos Mougan, Antonio Ferrara, Laura State, Salvatore Ruggieri, Steffen Staab
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Moral Persuasion in Large Language Models: Evaluating Susceptibility and Ethical Alignment
Allison Huang, Carlos Mougan, Yulu Pi
- AdvML-Frontiers 2024
- Readers: Everyone
Integration of Generative AI in the Digital Markets Act: Contestability and Fairness from a Cross-Disciplinary Perspective
Ayse Gizem Yasar, Andrew Chong, Evan Dong, Thomas Krendl Gilbert, Carlos Mougan, Xudong Shen, Shubham Singh, Ana-Andreea Stoica, Savannah Jennifer Thais
- RegML 2024
- Readers: Everyone
Explanation Shift: How Did the Distribution Shift Impact the Model?
Carlos Mougan, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
- Accepted by TMLR
- Readers: Everyone
Necessity of Processing Sensitive Data for Bias Detection and Monitoring: A Techno-Legal Exploration
Ioanna Papageorgiou, Carlos Mougan
- RegML 2023
- Readers: Everyone
Explanation Shift: How Did the Distribution Shift Impact the Model?
Carlos Mougan, Klaus Broelemann, David Masip, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
- Submitted to ICLR 2024
- Readers: Everyone
Beyond Demographic Parity: Redefining Equal Treatment
Carlos Mougan, Antonio Ferrara, Laura State, Salvatore Ruggieri, Steffen Staab
- Submitted to ICLR 2024
- Readers: Everyone
How to Data in Datathons
Carlos Mougan, Richard Plant, Clare Teng, Marya Bazzi, Alvaro Cabrejas-Egea, Ryan Sze-Yin Chan, David Salvador Jasin, martin stoffel, Kirstie Jane Whitaker, JULES MANSER
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Explanation Shift: How Did Distribution Shift Impact the Model?
Carlos Mougan, Klaus Broelemann, David Masip, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
- Submitted to NeurIPS 2023
- Readers: Everyone

View all 18 publications

Co-Authors

View all 45 co-authors