SoK: Managing risks of linkage attacks on data privacy
J Powar, AR Beresford - Proceedings on Privacy Enhancing …, 2023 - petsymposium.org
Novel attacks on dataset privacy are usually met with the same range of responses: surprise
that a route to information gain exists from information previously thought to be safe; …
that a route to information gain exists from information previously thought to be safe; …
AnonPSI: An Anonymity Assessment Framework for PSI
Private Set Intersection (PSI) is a widely used protocol that enables two parties to securely
compute a function over the intersected part of their shared datasets and has been a …
compute a function over the intersected part of their shared datasets and has been a …
Multi-Party Private Edge Computing for Collaborative Quantitative Exposure Detection of Endemic Diseases
X Kang, Z Ma, Y Liu, T Li, Z Ying… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Facing the global threat of endemic diseases, utilizing edge computing for exposure
detection enables efficient monitoring of the dynamic distribution of infected patient groups …
detection enables efficient monitoring of the dynamic distribution of infected patient groups …
Click Without Compromise: Online Advertising Measurement via Per User Differential Privacy
Online advertising is a cornerstone of the Internet ecosystem, with advertising measurement
playing a crucial role in optimizing efficiency. Ad measurement entails attributing desired …
playing a crucial role in optimizing efficiency. Ad measurement entails attributing desired …
Efficient Differentially Private Set Intersection
Abstract Private Set Intersection (PSI) enables a sender and a receiver to jointly compute the
intersection of their sets without disclosing other information about items not in the …
intersection of their sets without disclosing other information about items not in the …
Scalable Private Set Union, with Stronger Security
Abstract Private Set Union (PSU) protocol allows parties, each holding an input set, to jointly
compute the union of the sets without revealing anything else. In the literature, scalable PSU …
compute the union of the sets without revealing anything else. In the literature, scalable PSU …
[PDF][PDF] Privacy‑Preserving Multi‑Touch Attribution at TikTok
A Tiwari - 2024 - abhishek-tiwari.com
Multi‑touch attribution is considered as holy grail in advertising industry. As advertisers are
target‑inguserswithmultipleadvertisementsacrossd…, understandinghow each of these …
target‑inguserswithmultipleadvertisementsacrossd…, understandinghow each of these …
[PDF][PDF] Birds of a Feather Leak Together: The Set Bias Privacy Problem
A Tiwari - abhishek-tiwari.com
Secure multi‑party computation (SMPC) enables organisations to collaborate on sensitive
data analy‑sis without directlysharing raw information. However, seemingly harmless …
data analy‑sis without directlysharing raw information. However, seemingly harmless …