3 ms·
This is incredibly similar to a paper one of my professors was working on a year or two ago: [0] > Neural Trojans embedded in pre-trained neural networks are a
by LeftHandPath 3y ago
This is incredibly similar to a paper one of my professors was working on a year or two ago: [0]
> Neural Trojans embedded in pre-trained neural networks are a harmful attack against the DNN model supply chain. They generate false outputs when certain stealthy triggers appear in the inputs. While data-poisoning attacks have been well studied in the literature, code-poisoning and model-poisoning backdoors only start to attract attention until recently.
While I agree with other commenters here that it's hard to imagine it being widely implemented at the moment, I think it's only the beginning of this type of tech. In a few years, maybe this type of data poisoning could be as ubiquitous as SSL and as subtle as webp compression artifacting.
[0]: https://dl.acm.org/doi/abs/10.1145/3548606.3560678 https://dl.acm.org/doi/abs/10.1145/3548606.3560678