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A. Monreale, Naretto, F., and Rizzo, S., Agnostic Label-Only Membership Inference Attack, in 17th International Conference on Network and System Security, 2023.
A. Failla, Citraro, S., and Rossetti, G., Attributed Stream Hypergraphs: temporal modeling of node-attributed high-order interactions, Applied Network Science, vol. 8, pp. 1–19, 2023.
A. Pugnana and Ruggieri, S., AUC-based Selective Classification, in International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain, 2023.
F. Naretto, Monreale, A., and Giannotti, F., Evaluating the Privacy Exposure of Interpretable Global and Local Explainers, in Submitted at Journal of Artificial Intelligence and Law, 2023.
F. Naretto, Pellungrini, R., Fadda, D., and Rinzivillo, S., EXPHLOT: EXplainable Privacy assessment for Human LOcation Trajectories, in Discovery Science , 2023.
A. Fedele, Explain and Interpret Few-Shot Learning, in Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28, 2023, 2023.
, Fair Federated Learning methodology based on Multi-Objective Optimization, Submitted at JAIR, 2023.
A. Knott, Pedreschi, D., Chatila, R., Chakraborti, T., Leavy, S., Baeza-Yates, R., Eyers, D., Trotman, A., Teal, P. D., Biecek, P., Russell, S., and Bengio, Y., Generative AI models should include detection mechanisms as a condition for public releaseAbstract, Ethics and Information Technology, vol. 25, 2023.
D. Gambetta, Mauro, G., and Pappalardo, L., Mobility Constraints in Segregation Models, Scientific Reports, vol. 13, p. 12087, 2023.
A. Pugnana and Ruggieri, S., A Model-Agnostic Heuristics for Selective Classification, in Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, 2023, Washington, DC, USA, February 7-14, 2023, 2023.
A. Pugnana, Topics in Selective Classification, in Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, 2023.