To uncover a deepfake video call, ask the caller to turn sideways
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Re: To uncover a deepfake video call, ask the caller to turn sideways
#12Tangentially related but a simple way to bust a chatbot is to ask “What is larger, the Eiffel Tower or a shoe box?”
Re: To uncover a deepfake video call, ask the caller to turn sideways
#13Re: To uncover a deepfake video call, ask the caller to turn sideways
#14Main thinking was how out of control it would get, it would probably end up looking like anti-cheat systems where its a constant cat and mouse game due to growing sophistication of deep fake models.
Re: To uncover a deepfake video call, ask the caller to turn sideways
#15Tangentially related but a simple way to bust a chatbot is to ask “What is larger, the Eiffel Tower or a shoe box?”
Interestingly, this is a question my father would ask patients as a paramedic who was trying to assess people's consciousness. Another would be, "what day of the week is it?".
I'd say that these technologies are just like magic - they can seem to do things that defy your expectations, but oftentimes they fall apart when looked at from a different angle.
Re: To uncover a deepfake video call, ask the caller to turn sideways
#16"profile view challenge" coming in 3, 2, 1 ...
Re: To uncover a deepfake video call, ask the caller to turn sideways
#17Serendipitously over the weekend I was thinking about a future where for key sensitive data access (e.g. production main) you may need to have a quick 5 minute call (4th factor, "3D verification") where you would be asked to turn on your camera and be asked to answer some simple question and in different positions... Main thinking was how out of control it would get, it would probably end up looking like anti-cheat s…
Re: To uncover a deepfake video call, ask the caller to turn sideways
#18This is a current limitation, and an artifact of the data+method but not something that should be relied upon.
If we do some adversary modelling, we can find two ways to work around this:
1) actively generate and search for such data; perhaps expensive for small actors but not well equipped malicious ones.
2) wait for deep learning to catch up, e.g. by extending NERFs (neural radiance fields) to faces; matter of time.
Now, if your company/government is on the bleeding edge of ML-based deception, they can have such policy, and they will update it 12-18-24 months (or whenever (1) or (2) materialises). However, I don't know one organisation that doesn't have some outdated security guideline that they cling to, e.g. old school password rules and rotations.
Will "turning sideways to spot a deepfake" be a valid test in 5 years? Prolly no, so don't base your secops around this.
Re: To uncover a deepfake video call, ask the caller to turn sideways
#19Source: I work in the field. This is a current limitation, and an artifact of the data+method but not something that should be relied upon. If we do some adversary modelling, we can find two ways to work around this: 1) actively generate and search for such data; perhaps expensive for small actors but not well equipped malicious ones. 2) wait for deep learning to catch up, e.g. by extending NERFs (neural radiance fie…
Re: To uncover a deepfake video call, ask the caller to turn sideways
#20Tangentially related but a simple way to bust a chatbot is to ask “What is larger, the Eiffel Tower or a shoe box?”
I remember someone posting a chat thread from one of the more advanced AIs within the last few years wherein they asked it who the president of the US is, and it was not able to answer. Interestingly, this is a question my father would ask patients as a paramedic who was trying to assess people's consciousness. Another would be, "what day of the week is it?". I'd say that these technologies are just like magic - they…