Overview
Books
7 Books about Deepfake
7 interesting books about deepfakes.
Deep Faked
In this FREE 45-page eBook, Flat Earth Report Editor in Chief Tim Ozman argues that we are witnessing one of...
Cyber Videos
Cyber Heroes Comics Show: Shining the Light on Deep Fakes
Definitions
Face Swaps
Face swap refers to an activity in which a person’s face is swapped with the face of another person or...
Generative Adversarial Networks (GAN)
Is a subset of deep learning models that produce entirely new images using training data sets using 2 of its...
Shallow fakes
Is an online version of an existing clip or image that has been “tweaked”.
Documents
Disrupting Deepfakes: Adversarial Attacks
Face modification systems using deep learning have become increasingly powerful and accessible.
Deep Fakes: A Looming Challenge for Privacy, Democracy, and National Security
Harmful lies are nothing new. But the ability to distort reality has taken an exponential...
Deep Fakes and National Security
“Deep fakes”—a term that first emerged in 2017 to describe realistic photo, audio, video, and...
Entertainment
The Capture (2019)
When soldier Shaun Emery's conviction for a murder in Afghanistan is overturned due to flawed...
Madame Secretary: Deepfake S.6 Ep. 6
A faked video make it appear that Elizabeth and Henry are mocking a foreign dignitary,...
Lexicon
Lexicon: Principal Components Analysis (PCA)
Is a dimensionality reduction algorithm that can be used to significantly speed up your unsupervised...
Lexicon: Neural Network model
A neural network is put together by hooking together many of our simple “neurons,” so...
Lexicon: Autoencoders
n autoencoder neural network is an unsupervised learning algorithm
Quotes
“We are outgunned. The number of people working on the video-synthesis side…”
Hany Farid - Computer-science professor at UC Berkeley
“The biggest danger, therefore, is not how deepfakes may impact governments or sophisticated institutions…”
Giorgio Patrini - CEO and Chief Scientist at Sensity.ai
“The deepfake phenomenon is even more alarming because it doesn’t look Photoshopped…”
Mary Anne Franks - Law professor at the University of Miami and president of the...
Stats
In 2019 the number Of Deepfake Videos Online increased 84% comparing with the previous year.
* Source Deeptrace 2019
44% of worldwide deepfake threats target the USA.
* Source Sensity AI 2020
Tools
Sparse Transformers
We’ve developed the Sparse Transformer, a deep neural network which sets new records at predicting...
Tacotron 2 And WaveGlow v1.10 For PyTorch
The Tacotron 2 and WaveGlow models form a text-to-speech system that enables users to synthesize...
FaceForensics
FaceForensics++ is a forensics dataset consisting of 1000 original video sequences that have been manipulated...