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Publications

Conférence

Hanisch, Simon; Todt, Julian; Patino, Jose; Evans, Nicholas; Strufe, Thorsten

A false sense of privacy: Towards a reliable evaluation methodology for the anonymization of biometric data

PETS 2024, 24th Privacy Enhancing Technologies Symposium, 15-20 July 2024, Bristol, UK / Also published as Proceedings on Privacy Enhancing Technologies Symposium, Vol. 2024, N°1
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Conférence

Ruggia, Antonio; Nisi, Dario; Dambra, Savino; Merlo, Alessio; Balzarotti, Davide; Aonzo, Simone

Unmasking the veiled: A comprehensive analysis of Android evasive malware

ASIAACS 2023, 18th ACM ASIA Conference on Computer and Communications Security, 10-14 July 2023, Melbourne, Australia
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Conférence

Ge, Wanying; Wang, Xin; Yamagishi, Junichi; Todisco, Massimiliano; Evans, Nicholas

Spoofing attack augmentation: can differently-trained attack models improve generalisation?

Submitted to ICASSP 2024, IEEE International Conference on Acoustics, Speech and Signal Processing, 14-19 April 2024, Seoul, Korea
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Conférence

Cappuzzo, Riccardo; Thirumuruganathan, Saravanan; Papotti, Paolo

Relational data imputation with graph neural networks

EDBT/ICDT 2024, 27th International Conference on Extending Database Technology, 25-28 March 2024, Paestum, Italy
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Conférence

Saeed, Mohammed; De Cao, Nicola; Papotti, Paolo

Querying large language models with SQL

EDBT 2024, 27th International Conference on Extending Database Technology, 25-28 March 2024, Paestum, Italy
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Poster / Demo

Saeed, Mohammed; De Cao, Nicola; Papotti, Paolo

A DB-first approach to query factual information in LLMs

TRL 2023, 2nd Table Representation Learning Workshop at NeurIPS 2023, 15 December 2023, New Orleans, USA
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Thèse

Mohammadi, Alireza

Cloud native MANO for next generation mobile networks

Thesis
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Conférence

Shrestha, Rajesh; Habibelahian, Omeed; Termehchy, Arash; Papotti, Paolo

Exploratory training: When annotators learn about data

NeurIPS 2023, 37th Conference on Neural Information Processing Systems, 11-16 December 2023, New Orleans, USA
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Conférence

Papicchio, Simone; Papotti, Paolo; Cagliero, Luca

QATCH: Benchmarking SQL-centric tasks with table representation learning models on your data

NeurIPS 2023, 37th Conference on Neural Information Processing Systems, 11-16 December 2023, New Orleans, USA
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Conférence

Chaptoukaev, Hava; Strizhkova, Valeriya; Panariello, Michele; D’Alpaos, Bianca; Reka, Aglind; Manera, Valeria; Thümmler, Susanne; Ismailova, Esma; Evans, Nicholas; Bremond, François; Todisco, Massimiliano; Zuluaga, Maria A.; Ferrari, Laura M.

StressID: a multimodal dataset for stress identification

NeurIPS 2023, 37th Conference on Neural Information Processing Systems, 11-16 December 2023, New Orleans, USA
NeurIPS 2023 Scholar Award
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Conférence

Tran, Ba-Hien; Franzese, Giulio; Michiardi, Pietro; Filippone, Maurizio

One-line-of-code data mollification improves optimization of likelihood-based generative models

NeurIPS 2023, 37th Conference on Neural Information Processing Systems, 11-16 December 2023, New Orleans, USA
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ARXIV
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Conférence

Franzese, Giulio; Corallo, Giulio; Rossi, Simone; Heinonen, Markus; Filippone, Maurizio; Michiardi, Pietro

Continuous-time functional diffusion processes

NeurIPS 2023, 37th Conference on Neural Information Processing Systems, 11-16 December 2023, New Orleans, USA
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ARXIV
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Thèse

Bemani, Ali

Affine frequency division multiplexing (AFDM) for wireless communications

Thesis
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Thèse

Fioraldi, Andrea

Fuzzing in the 2020s: Novel approaches and solutions

Thesis
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Conférence

Peskine, Youri; Korencic, Damir; Grubisic, Ivan; Papotti, Paolo; Troncy, Raphael; Rosso, Paolo

Definitions matter: Guiding GPT for multi-label classification

EMNLP 2023, Conference on Empirical Methods in Natural Language Processing, 6-10 December 2023, Singapore, Singapore
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Thèse

Mestoukirdi, Mohammad

Reliable and communication-efficient federated learning for future intelligent edge networks

Thesis
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Conférence

Sahbafard, Arash; Muzaffar, Raheeb; Schmidt, Robert; Kaltenberger, Florian; Springer, Andreas; Bernhard, Hans-Peter

Enhanced modeling of uplink configured grant transmissions for URLLC

GLOBECOM 2023, IEEE Global Communications Conference, 4-8 December 2023, Kuala Lumpur, Malaysia
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Conférence

Messaoudi, Sofiane; Ksentini, Adlen; Messaoudi, Franck; Bonnet, Christian

GNN-based SDN Admission Control in Beyond 5G Networks

GLOBECOM 2023, IEEE Global Communications Conference, 4-8 December 2023, Kuala Lumpur, Malaysia
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Conférence

Chen, Chieh-Chun; Chang, Chia-Yu; Nikaein, Navid

FlexSlice: Flexible and real-time programmable RAN slicing framework

GLOBECOM 2023, IEEE Global Communications Conference, 4-8 December 2023, Kuala Lumpur, Malaysia
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Conférence

Mekrache, Abdelkader; Boutiba, Karim; Ksentini, Adlen

Combining network data analytics function and machine learning for abnormal traffic detection in beyond 5G

GLOBECOM 2023, IEEE Global Communications Conference, 4-8 December 2023, Kuala Lumpur, Malaysia
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