Audio JEPA has three components that work together during training. To make this concrete, let’s walk through what happens with a single 10-second audio clip.
4. Working with complex and semi-structured data #
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To make this attack work, the threat actor acquires some IPv6 address space, for which they are delegated control of the corresponding .arpa subdomain. Then, instead of adding the expected PTR records, they create A records for the reverse DNS names. We have seen threat actors abuse Hurricane Electric and Cloudflare to create these records—both of which have good reputations that actors leverage—and we confirmed that some other DNS providers also allow these configurations. Our tests were not exhaustive, but we notified the providers where we discovered a gap. Figure 2 depicts the process the threat actor used to create the domain used in the phishing emails.
return (4.0 / 3.0) * PI * (radius ** 3.0);