poisoning

Data Poisoning in Machine Learning: Why and How People Manipulate Training Data

missed but hugely vital a part of enabling machine learning and subsequently AI to operate. Generative AI corporations are scouring the world for more data continuously because this raw material is required in...

A Poisoning Attack Against 3D Gaussian Splatting

A brand new research collaboration between Singapore and China has proposed a way for attacking the favored synthesis method 3D Gaussian Splatting (3DGS). Source: https://arxiv.org/pdf/2410.08190The attack uses crafted training images of such complexity that...

This recent data poisoning tool lets artists fight back against generative AI

COURTESY OF THE RESEARCHERS Zhao admits there's a risk that individuals might abuse the info poisoning technique for malicious uses. Nonetheless, he says attackers would want hundreds of poisoned samples to...

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