What methods and policies could policing use to identify deepfakes rapidly and automatically, while retaining victim privacy?

Background

"Identification and tracing is the ability to trace, attribute, and confirm the identity of a person, location or activity to evidential levels, such as tracing missing persons.

Policing seek a step-change in our ability to process and fuse audio-visual materials, from CCTV, ANPR (Automatic Number Plate Recognition), video, smart doorbells, smartphones, and social media, as well as materials from developing platforms such as virtual reality, online gaming, and the metaverse. Challenges include collection, processing, and storage (of usually large files), identifying manipulation or spoofing, working with still compared to moving images, and maintaining the evidential chain. Unsurprisingly, utmost in our interest here is the detection and mitigation of deepfake imagery and video. "

Next steps

"We welcome your engagement with our ARIs in the following ways:
• If you have evidence that completely or partly supports or answers one of our ARIs, we invite you to share that with us. For any ongoing research relevant to policing and crime reduction, we encourage you to register your research on the College of Policing’s research projects map, which has been designed to promote collaboration and support requests for participants.
• If you are, or plan to be, carrying out research that relates to one of our ARIs, we’d like to hear about it. While we cannot respond to speculative approaches for research funding, we will where possible act to support your ambitions, including finding you policing partners where possible.
• If you are submitting a funding or grant application that aligns with one of our ARIs, we hope that referencing policing’s ARIs will help to strengthen your case for the possible public impact of the research.
• We will use the ARI document to structure our academic engagement, prioritise events and build new connections with external partners. We will be using our ARIs in our engagement with UKRI, and we will publish any opportunities for funding via our website https://science.police.uk/
Please send any correspondence and questions to csa@npcc.police.uk, including ‘ARI’ in the subject heading."

Source

This question was published as part of the set of ARIs in this document:

Policing Areas of Research Interest

Related UKRI funded projects


  • CameraForensics - An Online Service for Law Enforcement, Insurance and Security Services

    We will introduce a new web-based forensic tool for the law enforcement, security and insurance sectors - one that is capable of providing new evidence and intelligence by crossreferencing digital imagery online. By uplo...

    Funded by: Innovate UK

    Lead research organisation: CAMERAFORENSICS LTD

    Why might this be relevant?

    Partially relevant as it focuses on tracing cameras used for posting images online, not specifically on identifying deepfakes.

  • CameraForensics for Law Enforcement and beyond - Market Study - Matt Burns Ltd.

    We aim to introduce a new web-based forensic tool to the law enforcement sector that is capable of providing new evidence in solving crimes involving digital cameras (robberies / burglaries etc.). By uploading a single p...

    Funded by: Innovate UK

    Lead research organisation: CAMERAFORENSICS LTD

    Why might this be relevant?

    Partially relevant as it focuses on tracing cameras used for posting images online, not specifically on identifying deepfakes.

  • DEVISIVE - Detection of VIdeo Synthesis attacks In VErification

    Project DEVISIVE uses the very latest advances in machine learning and image processing to address the challenges of synthetic video. Videos that show untruthful imagery of people present a major threat to society, and t...

    Funded by: Innovate UK

    Lead research organisation: IPROOV RESEARCH LIMITED

    Why might this be relevant?

    Partially relevant as it focuses on detecting synthetic videos, which is related to deepfakes but not specifically addressing the question.

  • NEXUS: Next-generation Evidence eXamination Underpinned by Semantics — A First-of-a-kind AI Platform for Digital Forensics Investigations

    The police face an uphill struggle against criminals. This struggle is aggravated by globalisation and the widespread availability and increasing capabilities of the Internet, and the mass market for digital technology, ...

    Funded by: Innovate UK

    Lead research organisation: SEMANTICS 21 LTD

  • Developing and Commercialising Intelligent Video Analytics Solutions for Public Safety

    Effective automatic intelligent video analysis of large scale data from public spaces is an important tool in the fight against crime and for safeguarding public safety. Yet, it is challenging to extract critical informa...

    Funded by: Innovate UK

    Lead research organisation: VISION SEMANTICS LIMITED

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