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josephchen1 authored May 28, 2024
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<a class="navbar-brand" href="#">Research @ <img src="img/rdi-sm.png" height="30"></a>
<a class="navbar-brand" href="#">Research @ <img alt="RDI Logo" src="img/rdi-sm.png" height="30"></a>
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<h1><i>How it works:</i></h1>
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<p>High-level overview of the BlockGPT defense mechanism, which consists of the following four major steps. <span class="font-weight-bold">&#10122;</span> BlockGPT is bootstrapped by feeding in a dataset of historical transactions to train the model using unsupervised learning. <span class="font-weight-bold">&#10123;</span> Depending on the system and threat model, BlockGPT detects new block states, including already confirmed transactions, and pending transactions. <span class="font-weight-bold">&#10124;</span> BlockGPT ranks transactions based on how abnormal their execution traces are. <span class="font-weight-bold">&#10125;</span> If an abnormal transaction is detected , BlockGPT triggers a defense mechanism such as a front-running emergency pause.</p>
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