Discover the Hidden Attack Path in Multiple Domain Cyberspace Based on Reinforcement Learning

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Methods</td><td class="align_center">3</td><td class="align_center">4</td><td class="align_center">5</td><td class="align_center">6</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">DQN</td><td class="align_center">3533</td><td class="align_center">4323</td><td class="align_center">7231</td><td class="align_center">8313</td></tr><tr><td class="align_left">A2C</td><td class="align_center">3222</td><td class="align_center">4213</td><td class="align_center">7332</td><td class="align_center">8812</td></tr><tr><td class="align_left">DDPG</td><td class="align_center">2434</td><td class="align_center">4765</td><td class="align_center">7240</td><td class="align_center">8551</td></tr><tr><td class="align_left">IDDPG</td><td class="align_center">995</td><td class="align_center">3322</td><td class="align_center">6321</td><td class="align_center">7233</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Attack sequences steps in different security rules.</div>

Scientific Programming

tab2

Table 2

Table 2: Discover the Hidden Attack Path in Multiple Domain Cyberspace Based on Reinforcement Learning 