[HTML][HTML] Object detection under the lens of privacy: A critical survey of methods, challenges, and future directions

J Moon, M Bukhari, C Kim, Y Nam, M Maqsood, S Rho - ICT Express, 2024 - Elsevier
This paper presents critical surveillance system functions and considers advances and
challenges for privacy and ethical implications. We examine privacy-protection strategies …

Personalized and invertible face de-identification by disentangled identity information manipulation

J Cao, B Liu, Y Wen, R ** and de-identification are two essential applications of identity-
disentangled face image generation. Although sharing a similar problem definition, the two …

Multi-level reversible data anonymization via compressive sensing and data hiding

M Yamac, M Ahishali, N Passalis… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Recent advances in intelligent surveillance systems have enabled a new era of smart
monitoring in a wide range of applications from health monitoring to homeland security …

IdentityMask: deep motion flow guided reversible face video de-identification

Y Wen, B Liu, J Cao, R **e, L Song… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Unprecedented video collection and sharing have exacerbated privacy concerns and led to
increasing interest in privacy-preserving tools. A satisfactory video de-identification tool …

[HTML][HTML] Multi-class privacy-preserving cloud computing based on compressive sensing for IoT

G Kuldeep, Q Zhang - Journal of Information Security and Applications, 2022 - Elsevier
In this paper, we design the multi-class privacy-preserving cloud computing scheme (MPCC)
leveraging compressive sensing for compact sensor data representation and secrecy for …

The uu-net: Reversible face de-identification for visual surveillance video footage

H Proença - IEEE Transactions on Circuits and Systems for …, 2021 - ieeexplore.ieee.org
We propose a reversible face de-identification method for video surveillance data, where
landmark-based techniques cannot be reliably used. Our solution generates a photorealistic …

Towards a Controllable and Reversible Privacy Protection System for Facial Images through Enhanced Multi-Factor Modifier Networks

YL Pan, JC Chen, JL Wu - Entropy, 2023 - mdpi.com
Privacy protection data processing has been critical in recent years when pervasively
equipped mobile devices could easily capture high-resolution personal images and videos …

Compressive sensing based multi-class privacy-preserving cloud computing

G Kuldeep, Q Zhang - GLOBECOM 2020-2020 IEEE Global …, 2020 - ieeexplore.ieee.org
In this paper, we design the multi-class privacy-preserving cloud computing scheme (MPCC)
leveraging compressive sensing for compact sensor data representation and secrecy for …