ARCHANGEL: Tamper-Proofing Video Archives Using Temporal Content Hashes on the Blockchain

Tu Bui, Daniel Cooper, John P. Collomosse, Mark Bell, Alex Green, John Sheridan, Jez Higgins, Arindra Das, Jared Keller, Olivier Thereaux, Alan Brown

CVPRW 2019 pp. 2793-2801

doi:10.1109/CVPRW.2019.00338 /cvprw/2019/bui2019cvprw-archangel/

Abstract

We present ARCHANGEL; a novel distributed ledger based system for assuring the long-term integrity of digital video archives. First, we describe a novel deep network architecture for computing compact temporal content hashes (TCHs) from audio-visual streams with durations of minutes or hours. Our TCHs are sensitive to accidental or malicious content modification (tampering) but invariant to the codec used to encode the video. This is necessary due to the curatorial requirement for archives to format shift video over time to ensure future accessibility. Second, we describe how the TCHs (and the models used to derive them) are secured via a proof-of-authority blockchain distributed across multiple independent archives. We report on the efficacy of ARCHANGEL within the context of a trial deployment in which the national government archives of the United Kingdom, Estonia and Norway participated.

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Cite

Text

Bui et al. "ARCHANGEL: Tamper-Proofing Video Archives Using Temporal Content Hashes on the Blockchain." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2019. doi:10.1109/CVPRW.2019.00338

Markdown

[Bui et al. "ARCHANGEL: Tamper-Proofing Video Archives Using Temporal Content Hashes on the Blockchain." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2019.](https://mlanthology.org/cvprw/2019/bui2019cvprw-archangel/) doi:10.1109/CVPRW.2019.00338

BibTeX

@inproceedings{bui2019cvprw-archangel,
  title     = {{ARCHANGEL: Tamper-Proofing Video Archives Using Temporal Content Hashes on the Blockchain}},
  author    = {Bui, Tu and Cooper, Daniel and Collomosse, John P. and Bell, Mark and Green, Alex and Sheridan, John and Higgins, Jez and Das, Arindra and Keller, Jared and Thereaux, Olivier and Brown, Alan},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2019},
  pages     = {2793-2801},
  doi       = {10.1109/CVPRW.2019.00338},
  url       = {https://mlanthology.org/cvprw/2019/bui2019cvprw-archangel/}
}