research
∙
03/27/2021
Graph Unlearning
The right to be forgotten states that a data subject has the right to er...
share
research
∙
11/24/2020
Towards Mass Adoption of Contact Tracing Apps – Learning from Users' Preferences to Improve App Design
Contact tracing apps have become one of the main approaches to control a...
research
∙
10/20/2020
Image Obfuscation for Privacy-Preserving Machine Learning
Privacy becomes a crucial issue when outsourcing the training of machine...
research
∙
10/06/2020
BAAAN: Backdoor Attacks Against Autoencoder and GAN-Based Machine Learning Models
The tremendous progress of autoencoders and generative adversarial netwo...
research
∙
07/06/2020
Contact Tracing: An Overview of Technologies and Cyber Risks
The 2020 COVID-19 pandemic has led to a global lockdown with severe heal...
research
∙
05/05/2020
When Machine Unlearning Jeopardizes Privacy
The right to be forgotten states that a data owner has the right to eras...
research
∙
01/15/2019
On (The Lack Of) Location Privacy in Crowdsourcing Applications
Crowdsourcing enables application developers to benefit from large and d...
research
∙
01/15/2019
Why Johnny Can't Develop Mobile Crowdsourcing Applications with Location Privacy
Mobile crowdsourcing (MCS) relies on users' devices as sensors to perfor...
research
∙
06/04/2018
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models
Machine learning (ML) has become a core component of many real-world app...
research
∙
02/12/2018
Tagvisor: A Privacy Advisor for Sharing Hashtags
Hashtag has emerged as a widely used concept of popular culture and camp...
research
∙
11/15/2017