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     <h2 class="title is-3">Adaptive Attack</h2>
 
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         <p>
           Attackers can design adaptive attacks to try to bypass BEYOND when the attacker knows all the parameters of the model 
           and the detection strategy. For an SSL model with a feature extractor $\displaystyle f$, a projector $\displaystyle h$, and a classification head $\displaystyle g$, 
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     </div>
 
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         <p class="eq-des label-loss">
           where $\displaystyle k$ represents the number of generated neighbors, $\displaystyle y_t$ is the target class, and $\displaystyle \mathcal{L} is the cross entropy loss function$
         </p>