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"Our work shows that attacks on deepfake detectors could be a real-world threat. More alarmingly, we demonstrate that it's possible to craft robust adversarial deepfakes in even when an adversary may not be aware of the inner workings of the machine learning model used by the detector."In deepfakes, a subject's face is modified in order to create convincingly realistic footage of events that never actually happened. As a result, typical deepfake detectors focus on the face in videos: first tracking it and then passing on the cropped face data to a neural network that determines whether it is real or fake. For example, eye blinking is not reproduced well in deepfakes, so detectors focus on eye movements as one way to make that determination. State-of-the-art Deepfake detectors rely on machine learning models for identifying fake videos.

Max Planck: Gentlemen, as a physicist who all his life, within the most sober and rational science, has been devoted to the study of matter, I am certain to be free of the suspicion of being a dreamer, and so I say after my research on the atom; matter as such does not exist.
All matter originates and exists only by virtue of a force that brings the parts of the atom in vibration, and keeps the smallest solar system of the universe together. As there in the entire universe does not exist an intelligent force, nor an eternal force- man has not yet succeded in inventing the perpetuum mobile- so must we assume behind this force the existence of a conscious intelligent spirit. This spirit is the basis of all matter. The visible but impermanent matter is not the reality and truth- because without spirit, matter wouldn't exist at all- but the invisible, immortal spirit is the truth. Because every spirit belongs to a being, we are forced to assume it to be a spiritual being. Because spiritual beings do not come about by themselves, but must be created, I will not hesitate in fact, to call this secretive creator, like people of all cultures through millennia has done, God. Thereby moves the physicist who dealt with matter, from the realm of stuff to the realm of the spirit. And so is our task ended, and we must then pass on the research into the hands of the philosophers. - Lecture, 'Das Wesen der Materie' [The Essence/Nature/Character of Matter], Florence, Italy (1944). Archiv zur Geschichte der Max-Planck-Gesellschaft, Abt. Va, Rep. 11 Planck, Nr. 1797. Excerpt in Gregg Braden, The Spontaneous Healing of Belief: Shattering the Paradigm of False Limits (2009), 334-35.
Comment: That the researchers evidently haven't considered the impact cataclysmic events would have had on the world's climate leads one to suspect that they're missing a significant piece of the puzzle for deciphering the past, as well as for forecasting our future: