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Use the GDC 2021 Session Viewer to browse and sort the ever-growing list of sessions by day, time, pass type, topic, and format. All registered attendees will be able to build their personal schedule directly within the event platform, once live early July 2021. All times are listed in Pacific Time.

FUMO Engine: Applying AI to Defeat Cheating in NetEase Games

Jianrong Tao  (Director of Game AI, NetEase Fuxi Tech)

Date: Friday, July 23

Time: 4:20pm - 5:20pm

Pass Type: All Access Pass, Core Pass

Topic: Business & Marketing, Programming

Format: Session

Vault Recording: Video

Audience Level: N/A: I prefer to present live on-site but I am open to delivering a virtual presentation

Game cheating never ends! Game cheating assists cheating players to obtain huge superiority, leading to an imbalance in the game ecosystem and the collapse of player interest. As the 2# game company in China, cheating detection becomes particularly important and urgent in NetEase Games. FUMO Engine was presented which apply AI to defeat cheating through behavior tracking, graph tracking, mouse tracking, position tracking, sensor tracking, keyboard tracking, image tracking, video tracking, text tracking and XAI tracking. It exploits a combination of supervised and unsupervised learning methods. Supervised models are utilized to detect game cheating in observed patterns according to the training data. Meanwhile, unsupervised models are employed to detect clustered game cheating and help discovering new cheating. Additionally, FUMO Engine performs outstanding robustness to game cheating in mutated patterns and even in completely new patterns on account of the design of the auto-iteration mechanism. FUMO Platform has been implemented and deployed in multiple game productions in NetEase Games and achieved remarkable performance improvement and acceleration. 

Takeaway

The attendees will learn FUMO Engine which apply AI to defeat cheating through behavior tracking, graph tracking, mouse tracking, position tracking, sensor tracking, keyboard tracking, image tracking, video tracking, text tracking and XAI tracking. More details about how we use FUMO Engine in practice will be learned from FUMO Platform.

Intended Audience

The presentation is for anyone who desire to apply AI to defeat cheating in online games, others will benefit as well. The speakers will use some math lingo, but keep it to a minimum.