DiVa: An Accelerator for Differentially Private Machine Learning
Authors: Beomsik Park, Ranggi Hwang, Dongho Yoon, Yoonhyuk Choi, Minsoo Rhu | Published: 2022-08-26
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COOKIEGRAPH: Understanding and Detecting First-Party Tracking Cookies
Authors: Shaoor Munir, Sandra Siby, Umar Iqbal, Steven Englehardt, Zubair Shafiq, Carmela Troncoso | Published: 2022-08-25 | Updated: 2023-11-27
SNAP: Efficient Extraction of Private Properties with Poisoning
Authors: Harsh Chaudhari, John Abascal, Alina Oprea, Matthew Jagielski, Florian Tramèr, Jonathan Ullman | Published: 2022-08-25 | Updated: 2023-06-21
Automatic Mapping of Unstructured Cyber Threat Intelligence: An Experimental Study
Authors: Vittorio Orbinato, Mariarosaria Barbaraci, Roberto Natella, Domenico Cotroneo | Published: 2022-08-25
Empirical study of Machine Learning Classifier Evaluation Metrics behavior in Massively Imbalanced and Noisy data
Authors: Gayan K. Kulatilleke, Sugandika Samarakoon | Published: 2022-08-25
Credit card fraud detection – Classifier selection strategy
Authors: Gayan K. Kulatilleke | Published: 2022-08-25
Joint Privacy Enhancement and Quantization in Federated Learning
Authors: Natalie Lang, Elad Sofer, Tomer Shaked, Nir Shlezinger | Published: 2022-08-23
Decentralized Collaborative Learning with Probabilistic Data Protection
Authors: Tsuyoshi Idé, Rudy Raymond | Published: 2022-08-23 | Updated: 2022-08-24
ABL: An original active blacklist based on a modification of the SMTP
Authors: Pablo M. Oliveira, Mateus B. Vieira, Isaac C. Ferreira, João P. R. R. Leite, Edvard M. Oliveira, Bruno T. Kuehne, Edmilson M. Moreira, Otávio A. S. Carpinteiro | Published: 2022-08-22
Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models
Authors: Xinlei He, Zheng Li, Weilin Xu, Cory Cornelius, Yang Zhang | Published: 2022-08-22