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+--- Thread: News - Video: Using deep learning to combat cheating in Counter-Strike (/thread-95910.html)
News - Video: Using deep learning to combat cheating in Counter-Strike - xSicKxBot - 06-26-2020
Video: Using deep learning to combat cheating in Counter-Strike
<div style="margin: 5px 5% 10px 5%;"><img src="https://www.sickgaming.net/blog/wp-content/uploads/2020/06/video-using-deep-learning-to-combat-cheating-in-counter-strike.jpg" width="200" height="200" title="" alt="" /></div><div><p>In this GDC 2018 talk Valve’s John McDonald discusses how the company has utilized deep learning machine learning techniques to combat cheating in <em>Counter-Strike: Global Offensive</em>.</p>
<p>According to McDonald’s practical rundown, deep learning has proven to be very effective at identifying cheating behavior without any client-side instrumentation, making it robust against malicious attack by cheaters and cheat vendors.</p>
<p>He revealed how, by retraining regularly, the network continues to evolve, picking up new cheating behaviors within hours of their appearance. As a result of this approach, certain types of cheats have been reduced by a factor of one hundred.</p>
<p>It was fascinating stuff, and now you can <a href="https://www.youtube.com/watch?v=kTiP0zKF9bc">watch McDonald’s whole talk for free over on the official GDC YouTube channel!</a></p>
<p>In addition to this presentation, the <a href="http://www.gdcvault.com/">GDC Vault</a> and its accompanying <a href="https://www.youtube.com/channel/UC0JB7TSe49lg56u6qH8y_MQ/feed">YouTube channel</a> offers numerous other free videos, audio recordings, and slides from many of the recent <a href="http://www.gdconf.com/">Game Developers Conference events</a>, and the service offers even more members-only content for GDC Vault subscribers.</p>
<p>Those who purchased All Access passes to recent events like GDC or VRDC already have full access to GDC Vault, and interested parties can apply for the individual subscription via <a href="http://www.gdcvault.com/inquiry/">a GDC Vault subscription page</a>. Group subscriptions are also available: game-related schools and development studios who sign up for GDC Vault Studio Subscriptions can receive access for their entire office or company by contacting staff via the <a href="http://www.gdcvault.com/demo/">GDC Vault group subscription page</a>. </p>
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https://www.sickgaming.net/blog/2020/06/24/video-using-deep-learning-to-combat-cheating-in-counter-strike/