Aroosa Virk

Aroosa Virk

Partnership and Growth Executive
11 points
All activity
Aroosa Virkstarted a discussion

Is liveness detection enough to block deepfakes, or do you need behavioral signals too?

Hi everyone, We’ve been seeing more sophisticated deepfake attempts lately, especially ones that retry multiple times with tiny changes. It made us wonder: Is passive liveness detection really enough to stop them? We’re exploring behavioral signals (like facial patterns, micro-expressions, blinking, and pupil movement, to detect deepfakes and synthetic media) as an added layer, but I’d love to...

Aroosa Virkstarted a discussion

Can AI actually improve KYC — or is it making things more complex?

Hi Everyone! There’s a lot of talk around “AI-powered KYC,” but what does that really look like in practice? I’m curious to learn from others in the space: How are you integrating AI into your KYC workflows? Has it meaningfully enhanced decision-making (e.g., for risk scoring, liveness detection, or document verification)? Or has it introduced new challenges, like added friction or loss of...

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