Propile: Probing privacy leakage in large language models S Kim, S Yun, H Lee, M Gubri, S Yoon, SJ Oh Advances in Neural Information Processing Systems 36, 20750-20762, 2023 | 152 | 2023 |
LGV: Boosting adversarial example transferability from large geometric vicinity M Gubri, M Cordy, M Papadakis, YL Traon, K Sen European Conference on Computer Vision, 603-618, 2022 | 43 | 2022 |
Search-based adversarial testing and improvement of constrained credit scoring systems S Ghamizi, M Cordy, M Gubri, M Papadakis, A Boystov, Y Le Traon, ... Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020 | 31 | 2020 |
Calibrating large language models using their generations only D Ulmer, M Gubri, H Lee, S Yun, SJ Oh arXiv preprint arXiv:2403.05973, 2024 | 15 | 2024 |
Efficient and transferable adversarial examples from bayesian neural networks M Gubri, M Cordy, M Papadakis, Y Le Traon, K Sen Uncertainty in Artificial Intelligence, 738-748, 2022 | 11 | 2022 |
Influence-driven data poisoning in graph-based semi-supervised classifiers A Franci, M Cordy, M Gubri, M Papadakis, YL Traon Proceedings of the 1st International Conference on AI Engineering: Software …, 2022 | 7* | 2022 |
Going further: Flatness at the rescue of early stopping for adversarial example transferability M Gubri, M Cordy, YL Traon arXiv preprint arXiv:2304.02688, 2023 | 2 | 2023 |
Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models H Puerto, M Gubri, S Yun, SJ Oh arXiv preprint arXiv:2411.00154, 2024 | 1 | 2024 |
Trap: Targeted random adversarial prompt honeypot for black-box identification M Gubri, D Ulmer, H Lee, S Yun, SJ Oh arXiv preprint arXiv:2402.12991, 2024 | 1 | 2024 |
Adversarial Perturbation Intensity Achieving Chosen Intra-Technique Transferability Level for Logistic Regression M Gubri arXiv preprint arXiv:1801.01953, 2018 | 1 | 2018 |
Social Science Is Necessary for Operationalizing Socially Responsible Foundation Models A Davies, E Nguyen, M Simeone, E Johnston, M Gubri arXiv preprint arXiv:2412.16355, 2024 | | 2024 |
What Matters in Model Training to Transfer Adversarial Examples M Gubri Unilu-University of Luxembourg, Luxembourg, 2023 | | 2023 |