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Dive into the research topics where Catuscia Palamidessi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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A Bias Injection Technique to Assess the Resilience of Causal Discovery Methods
Cinquini, M., Makhlouf, K., Zhioua, S., Palamidessi, C. & Guidotti, R., 1 Jan 2025, In: IEEE Access. 13, p. 97376-97391 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Mitigating Membership Inference Vulnerability in Iterative Federated Clustering Algorithm
Jung, K., Biswas, S. & Palamidessi, C., 13 Nov 2025, ARTMAN 2025 - Proceedings of the Workshop on Recent Advances in Resilient and Trustworthy MAchine learning-driveN systems. Blanc, G., Takahashi, T. & Zhang, Z. (eds.). Association for Computing Machinery, Inc, p. 1-12 12 p. (ARTMAN 2025 - Proceedings of the Workshop on Recent Advances in Resilient and Trustworthy MAchine learning-driveN systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
On Estimating the Strength of Differentially Private Mechanisms in a Black-Box Setting
Gorla, D., Jalouzot, L., Granese, F., Palamidessi, C. & Piantanida, P., 1 Jan 2025, In: IEEE Transactions on Dependable and Secure Computing. 22, 5, p. 5494-5507 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Self-Defense: Optimal QIF Solutions and Application to Website Fingerprinting
Athanasiou, A., Chatzikokolakis, K. & Palamidessi, C., 1 Jan 2025, Proceedings - 2025 IEEE 38th Computer Security Foundations Symposium, CSF 2025. IEEE Computer Society, p. 65-80 16 p. (Proceedings - IEEE Computer Security Foundations Symposium).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Testing Private Models
Cherubin, G., Chatzikokolakis, K. & Palamidessi, C., 1 Jan 2025, Differential Privacy in Artificial Intelligence: from, Theory to Practice. Emerald Group Publishing Ltd., p. 501-544 44 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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A Privacy-Preserving Querying Mechanism with High Utility for Electric Vehicles
Atmaca, U. I., Biswas, S., Maple, C. & Palamidessi, C., 1 Jan 2024, In: IEEE Open Journal of Vehicular Technology. 5, p. 262-277 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results
Makhlouf, K., Stefanovic, T., Arcolezi, H. H. & Palamidessi, C., 1 Jan 2024, Proceedings - 2024 IEEE 37th Computer Security Foundations Symposium, CSF 2024. IEEE Computer Society, p. 1-16 16 p. (Proceedings - IEEE Computer Security Foundations Symposium).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
BaBE: Enhancing Fairness via Estimation of Explaining Variables
Binkyte, R., Gorla, D. & Palamidessi, C., 3 Jun 2024, 2024 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2024. Association for Computing Machinery, Inc, p. 1917-1925 9 p. (2024 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Causal Discovery Under Local Privacy
Binkyte, R., Pinzón, C., Lestyán, S., Jung, K., Arcolezi, H. H. & Palamidessi, C., 1 Jan 2024, In: Proceedings of Machine Learning Research. 236, p. 325-383 59 p.Research output: Contribution to journal › Conference article › peer-review
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Online Sensitivity Optimization in Differentially Private Learning
Galli, F., Palamidessi, C. & Cucinotta, T., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 11 ed. Association for the Advancement of Artificial Intelligence, p. 12109-12117 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 11).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access