Diaries of a Data Scientist7 Apr 2024

#13 How do you know what is real and what is fake? - Age of AI - DODS

In today’s episode we answer the question of "How do you know what is real and what is fake anymore in the age of AI?"

In this episode, we're diving deep into four crucial chapters of this topic:

Exploring recent examples of AI content (text and image) generation in academia and private life.
Diving into techie terms to uncover current solutions for detecting AI-generated text, images, and videos (hello, deepfakes!).
Discussing the impactful consequences on our society that we're currently observing.

And in the fourth and most practical chapter, we'll be sharing our research and practical findings on how to detect an AI-generated image or text. 🛡️

Don't miss out on this eye-opening conversation! Tune in now! (For our fellow nerds 🤓 we prepared a list of resources below ;-) )

If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or 👍! This would help us a lot ♥️

References used in crafting this episode (unpaid advertisement, personal recommendations):

▪️AI-Generated images:: https://lnkd.in/eiiG2tAE (article: https://lnkd.in/eVgdqU6e) ▪️AI-Generated Text: https://lnkd.in/eqmi4K83 / (article: https://lnkd.in/ef_CsXhT)

▪️Papers on Elsevier (To date, the article remains unchanged, and unrestricted):

▪️AI Avatar as influencers on TikTok and instagram: https://www.instagram.com/yoursisbillie/?hl=en

▪️"Synthetic Lies: Understanding AI-Generated Misinformation and Evaluating Algorithmic and Human Solutions”: https://dl.acm.org/doi/fullHtml/10.1145/3544548.3581318

▪️Sora GenAI: https://www.crn.com/news/security/2024/openai-we-ll-help-you-detect-videos-made-with-sora-genai-tool

▪️Deepfake Detection: "A fast and Scalable Solution using Machine Learning": https://medium.com/geekculture/deepfake-detection-a-fast-and-scalable-solution-using-machine-learning-618e79fcb07f

EUROPEAN DATA PROTECTION SUPERVISOR: https://www.edps.europa.eu/data-protection/technology-monitoring/techsonar/deepfake-detection_en

▪️C2PA: OpenAI: https://openai.com/sora#safety OpenAI: https://help.openai.com/en/articles/8912793-c2pa-in-dall-e-3

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