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Mark Vero
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Beyond memorization: Violating privacy via inference with large language models
R Staab, M Vero, M Balunović, M Vechev
International Conference on Learning Representations (ICLR 2024), 2023
1182023
Instruction Tuning for Secure Code Generation
J He*, M Vero*, G Krasnopolska, M Vechev
International Conference on Machine Learning (ICML 2024), 2024
172024
TabLeak: Tabular Data Leakage in Federated Learning
M Vero, M Balunovic, DI Dimitrov, M Vechev
International Conference on Machine Learning (ICML 2023), 2023
17*2023
Large language models are advanced anonymizers
R Staab, M Vero, M Balunović, M Vechev
International Conference on Learning Representations (ICLR 2025), 2024
11*2024
Exploiting LLM Quantization
K Egashira, M Vero, R Staab, J He, M Vechev
Conference on Neural Information Processing Systems (NeurIPS 2024), 2024
92024
CuTS: Customizable Tabular Synthetic Data Generation
M Vero, M Balunovic, M Vechev
International Conference on Machine Learning (ICML 2024), 2024
6*2024
COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence Act
P Guldimann*, A Spiridonov*, R Staab, N Jovanović, M Vero, V Vechev, ...
arXiv preprint arXiv:2410.07959, 2024
52024
A Synthetic Dataset for Personal Attribute Inference
H Yukhymenko, R Staab, M Vero, M Vechev
Conference on Neural Information Processing Systems (NeurIPS 2024) Track on …, 2024
42024
Reducing neural architecture search spaces with training-free statistics and computational graph clustering
TM Ingolfsson*, M Vero*, X Wang, L Lamberti, L Benini, M Spallanzani
Proceedings of the 19th ACM International Conference on Computing Frontiers …, 2022
42022
Private Attribute Inference from Images with Vision-Language Models
B Tömekçe, M Vero, R Staab, M Vechev
Conference on Neural Information Processing Systems (NeurIPS 2024), 2024
22024
Practical Attacks against Black-box Code Completion Engines
S Jenko, J He, N Mündler, M Vero, M Vechev
arXiv preprint arXiv:2408.02509, 2024
12024
Back to the Drawing Board for Fair Representation Learning
A Pouget, N Jovanović, M Vero, R Staab, M Vechev
arXiv preprint arXiv:2405.18161, 2024
2024
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Articles 1–12