Skoltech Computational Intelligence Lab News Today

Manufacturing Bits: March 16 Tripping up neural networks For years, Russia has been an active area in R&D. In one example, Russia’s Skolkovo Institute of Science and Technology (Skoltech) has demonstrated how certain patterns can cause neural networks to make mistakes in recognizing images. Leveraging the theory behind this research, Skoltech can design defenses for pattern recognition systems that are vulnerable to attacks. A subset of AI, machine learning is a technology that make use of a ...

 E-Mail Skoltech researchers were able to show that patterns that can cause neural networks to make mistakes in recognizing images are, in effect, akin to Turing patterns found all over the natural world. In the future, this result can be used to design defenses for pattern recognition systems currently vulnerable to attacks. The paper, available as an arXiv preprint, was presented at the 35th AAAI Conference on Artificial Intelligence (AAAI-21). Deep neural networks, smart and adept at image ...