Oh no. Oh no!
It sounds like a nightmare, but the researchers say DarkBERT has noble intentions: trying to shed light on new ways of fighting cybercrime, a field that has madePerhaps unsurprisingly, making sense of the parts of the web that aren't indexed by search engines like Google and often can only be accessed via specific software wasn't an easy task.
The team says their new LLM was far better at making sense of the dark web than other models that were trained to complete similar tasks, including RoBERTa, which Facebook researchers designed back in 2019 to "predict intentionally hidden sections of text within otherwise unannotated language examples," according to an"Our evaluation results show that DarkBERT-based classification model outperforms that of known pretrained language models," the researchers wrote in their...
The team suggests DarkBERT could be used for a variety of cybersecurity-related tasks, such as detecting sites that sell ransomware or leak confidential data. It could also be used to crawl through the countless dark web forums that get updated daily and monitor them for any exchange of illicit information.
Overall, we'll believe it when we see it. But even if the system works as intended, do we really want to start letting AI police the internet?
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