Privacy Enhancing Technologies Symposium 2019
Photo: Jann Lipka PETS 2019 The 19th Privacy Enhancing Technologies Symposium July 16 – 20, 2019 Stockholm, Sweden @PET_Symposium The annual Privacy Enhancing Technologies …
Proceedings on Privacy Enhancing Technologies ; 2019 (3):26–49 Sameer Wagh*, Divya Gupta, and Nishanth Chandran
SecureNN: 3-Party Secure Computation for Neural Network Training
Volume: 2019 Issue: 3 Pages: 26–49 DOI: Download PDF Abstract: Neural Networks (NN) provide a powerful method for machine learning training and inference. To effectively train, it is desirable for …
Privacy Enhancing Technologies Symposium 2019
Note: Acceptance of some of these papers is conditional upon approval from a shepherd. Reducing Metadata Leakage from Encrypted Files and Communication with PURBs Kirill Nikitin (EPFL), …
PoPETs Proceedings — Var-CNN: A Data-Efficient Website …
Volume: 2019 Issue: 4 Pages: 292–310 DOI: https://doi.org/10.2478/popets-2019-0070 Download PDF Abstract: In recent years, there have been several works that use website fingerprinting techniques …
Private Evaluation of Decision Trees using Sublinear Cost
Volume: 2019 Issue: 1 Pages: 266–286 DOI: Download PDF Abstract: Decision trees are widespread machine learning models used for data classification and have many applications in areas such as …
DPSelect: A Differential Privacy Based Guard Relay Selection Algorithm ...
Volume: 2019 Issue: 2 Pages: 166–186 DOI: Download PDF Abstract: Recent work has shown that Tor is vulnerable to attacks that manipulate inter-domain routing to compromise user privacy. Proposed …
PoPETs Proceedings — Cheaper Private Set Intersection via ...
Volume: 2019 Issue: 3 Pages: 6–25 DOI: https://doi.org/10.2478/popets-2019-0034 Download PDF Abstract: In this work we demonstrate that allowing differentially private leakage can significantly …
Investigating People’s Privacy Risk Perception
Volume: 2019 Issue: 3 Pages: 267–288 DOI: Download PDF Abstract: Although media reports often warn about risks associated with using privacy-threatening technologies, most lay users lack …
On Privacy Notions in Anonymous Communication
Volume: 2019 Issue: 2 Pages: 105–125 DOI: https://doi.org/10.2478/popets-2019-0022 Download PDF Abstract: Many anonymous communication networks (ACNs) with different privacy goals have been …