Privacy protection by concealing persons in circumstantial video image
Proceedings of the 2001 workshop on Perceptive user interfaces
Privacy protecting data collection in media spaces
Proceedings of the 12th annual ACM international conference on Multimedia
Using Mobile Communications to Assert Privacy from Video Surveillance
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 17 - Volume 18
Enabling Video Privacy through Computer Vision
IEEE Security and Privacy
PICO: Privacy through Invertible Cryptographic Obscuration
CVIIE '05 Proceedings of the Computer Vision for Interactive and Intelligent Environment
Scrambling for Video Surveillance with Privacy
CVPRW '06 Proceedings of the 2006 Conference on Computer Vision and Pattern Recognition Workshop
Tools for protecting the privacy of specific individuals in video
EURASIP Journal on Applied Signal Processing
Privacy in video surveilled areas
Proceedings of the 2006 International Conference on Privacy, Security and Trust: Bridge the Gap Between PST Technologies and Business Services
Seeing-Is-Believing: using camera phones for human-verifiable authentication
International Journal of Security and Networks
PriSurv: privacy protected video surveillance system using adaptive visual abstraction
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
User-Based Attestation for Trustworthy Visual Sensor Networks
SUTC '10 Proceedings of the 2010 IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing
TrustCAM: Security and Privacy-Protection for an Embedded Smart Camera Based on Trusted Computing
AVSS '10 Proceedings of the 2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance
Preventing camera recording by designing a capture-resistant environment
UbiComp'05 Proceedings of the 7th international conference on Ubiquitous Computing
A new concept of security camera monitoring with privacy protection by masking moving objects
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
Securing embedded smart cameras with trusted computing
EURASIP Journal on Wireless Communications and Networking - Special issue on security and resilience for smart devices and applications
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The majority of research in the field of camera networks is targeted at distributed and cooperative processing, advanced computer vision algorithms or the development of embedded, ubiquitous camera systems. Privacy and security are topics that are often overlooked or considered as an afterthought. With the digitalization of visual surveillance, data can easily be stored and accessed. This raises the question how confidential data can be protected, authenticity and integrity can be ensured and access can be restricted. This work discusses security and privacy issues relevant in the context of visual surveillance and camera networks. We try to capture the state of the art on these aspects in the available literature and highlight areas that require special consideration. We present a concept of a privacy-preserving camera system based on Trusted Computing. In our system-level approach, we consider privacy and security as primary goals without limiting the overall usefulness of a camera system.