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Seminar✓ Recording AvailableNeuroscience

Deepfake Detection in Super-Recognizers and Police Officers

Meike Ramon

Prof

University of Lausanne

Schedule
Tuesday, February 13, 2024

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Schedule

Tuesday, February 13, 2024

5:00 PM Asia/Tel_Aviv

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Host: BIU Vision Science

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Recording provided by the organiser.

Event Information

Domain

Neuroscience

Original Event

View source

Host

BIU Vision Science

Duration

70 minutes

Abstract

Using videos from the Deepfake Detection Challenge (cf. Groh et al., 2021), we investigated human deepfake detection performance (DDP) in two unique observer groups: Super-Recognizers (SRs) and "normal" officers from within the 18K members of the Berlin Police. SRs were identified either via previously proposed lab-based procedures (Ramon, 2021) or the only existing tool for SR identification involving increasingly challenging, authentic forensic material: beSure® (Berlin Test For Super-Recognizer Identification; Ramon & Rjosk, 2022). Across two experiments we examined deepfake detection performance (DDP) in participants who judged single videos and pairs of videos in a 2AFC decision setting. We explored speed-accuracy trade-offs in DDP, compared DDP between lab-identified SRs and non-SRs, and police officers whose face identity processing skills had been extensively tested using challenging. In this talk I will discuss our surprising findings and argue that further work is needed too determine whether face identity processing is related to DDP or not.

Topics

2AFC decisionDDPSuper-RecognizersbeSure®deepfakedeepfake detectionface identity processingfacesforensic materialmemoryneural netsperceptionpolice officersspeed-accuracy trade-offsvision

About the Speaker

Meike Ramon

Prof

University of Lausanne

Contact & Resources

Personal Website

afclab.org

@MeikeRamon

Follow on Twitter/X

twitter.com/MeikeRamon

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