De Cock, Martine

1. PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning
   2022/05/23 by Sikha Pentyala, Nicola Neophytou, Pentyala, Sikha +7 · 3 citations
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI
2. Privacy-Preserving Feature Selection with Secure Multiparty Computation
   2021/02/06 by Xiling Li, Rafael Dowsley, Li, Xiling +3 · 2 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
3. Training Differentially Private Models with Secure Multiparty Computation
   2022/02/05 by Pentyala, Sikha, Railsback, Davis, Maia, Ricardo +4 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Privacy Vulnerabilities in Marginals-based Synthetic Data
   2024/10/07 by Steven Golob, Golob, Steven, Sikha Pentyala +5 · 4 citations
   Computer Science · #Privacy-Preserving Technologies in Data
5. Protecting Privacy of Users in Brain-Computer Interface Applications
   2019/07/02 by Agarwal, Anisha, Dowsley, Rafael, McKinney, Nicholas D. +4 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Privacy-Preserving Video Classification with Convolutional Neural Networks
   2021/02/06 by Pentyala, Sikha, Dowsley, Rafael, De Cock, Martine · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. CaPS: Collaborative and Private Synthetic Data Generation from Distributed Sources
   2024/02/13 by Sikha Pentyala, Pentyala, Sikha, Mayana Pereira +3 · 2 citations
   Computer Science · Decision Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Scientific Computing and Data Management #Semantic Web and Ontologies
8. Toward Large Language Models as a Therapeutic Tool: Comparing Prompting Techniques to Improve GPT-Delivered Problem-Solving Therapy
   2024/08/27 by Daniil Filienko, Filienko, Daniil, Yinzhou Wang +11 · 3 citations
   Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
9. Secure Multiparty Computation for Synthetic Data Generation from Distributed Data
   2022/10/13 by Mayana Pereira, Sikha Pentyala, Pereira, Mayana +7 · 1 citation
   Computer Science · #Blockchain Technology Applications and Security #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
10. CharBot: A Simple and Effective Method for Evading DGA Classifiers
    2019/05/03 by Jonathan Peck, Claire Nie, Peck, Jonathan +13 · 1 voice
    Computer Science · Mathematics · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CR #cs.LG #stat.ML
11. High Epsilon Synthetic Data Vulnerabilities in MST and PrivBayes
    2024/02/09 by Steven Golob, Golob, Steven, Sikha Pentyala +5 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Cloud Data Security Solutions #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing