Catuscia Palamidessi

1. DOCTOR: A Simple Method for Detecting Misclassification Errors
   2021/06/04 by Federica Granese, Granese, Federica, Marco Romanelli +7 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
2. Analyzing the Shuffle Model through the Lens of Quantitative Information Flow
   2023/05/22 by Mireya Jurado, Ramon G. Gonze, Jurado, Mireya +5 · 4 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
3. A Predictive Differentially-Private Mechanism for Mobility Traces
   2013/11/16 by Konstantinos Chatzikokolakis, Chatzikokolakis, Konstantinos, Catuscia Palamidessi +3 · 1 citation
   Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
4. A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results
   2024/05/23 by Karima Makhlouf, Tamara Stefanović, Makhlouf, Karima +5 · 3 citations
   Economics, Econometrics and Finance · #Taxation and Compliance Studies
5. On the impossibility of non-trivial accuracy under fairness constraints
   2021/07/14 by Carlos Pinzón, Pinzón, Carlos, Catuscia Palamidessi +4 · 1 citation
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
6. Bayes' capacity as a measure for reconstruction attacks in federated learning
   2024/06/19 by Sayan Biswas, Biswas, Sayan, Mark Dras +11 · 2 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG)
7. Causal Discovery Under Local Privacy
   2023/11/07 by Rūta Binkytė, Carlos Pinzón, Binkytė, Rūta +9 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Privacy-Preserving Technologies in Data
8. Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks
   2025/02/03 by Judith Sáinz-Pardo Díaz, Andreas Athanasiou, Díaz, Judith Sáinz-Pardo +7 · 1 citation
   Computer Science · Medicine · #Privacy-Preserving Technologies in Data #Digital Radiography and Breast Imaging #Artificial Intelligence in Healthcare and Education