Recently, a well-known game developer is still developing their upcoming game, but cheaters have already begun to emerge. While they have claimed on social media to be working on anti-cheat, the rapid appearance of cheaters is still surprising.
Cheating in video games remains a significant issue in the gaming industry. "One study revealed that 77% of players said they would likely leave a game if they felt other players had an unfair advantage." Although strides have been made in combating cheating in video games over time, the persistence of this problem underscores its ongoing significance in shaping the gaming experience for numerous players.
The Rapid Evolution of AI and its Impact on the Gaming Industry
1. What is AI Cheat?
In more technical terms, 'AI cheat' is referred to as 'Visual AI cheat.' It typically involves using big data models to train AI systems to identify in-game characters solely based on the game's visuals. This process significantly surpasses human capabilities in recognizing and responding to visual cues, enabling cheats like aimbots, wallhacks, and other deceptive methods.
Traditional cheats rely on in-game data such as player coordinates, weapon orientation, bullet damage, and more to achieve cheating. However, visual AI cheats can function independently of these specific data points. They only require the recognition of the game's visual elements.
2. AI Cheat in Gaming
An article by Ben Wodecki stated that "A new kind of aimbot has taken over games like Warzone and Apex Legends by storm." This kind of aimbot uses computer vision for precision targeting. Through setups involving PC processing, automation scripts, and controller emulation, player possess the ability to fine-tune aim assistance levels and target specific body zones, including headshots.
By employing AI-powered big data models for computations, visual AI cheats can mimic cheat-like actions as if they were human inputs, conveying this information to the game. The significant distinction is that visual AI cheats can operate without depending on in-game data.
The dynamic and adaptive nature of AI cheats, coupled with their ability to mimic human behavior and evade detection systems, poses significant challenges for cheating identification and prevention.
How can game developers combat AI cheating ?
To effectively combat AI cheats, game developers can integrate AI into their anti-cheat systems, essentially fighting fire with fire. By harnessing AI technology, the anti-cheat system can significantly enhance game security by improving real-time detection and prevention of cheating through advanced algorithms that analyze vast amounts of data for suspicious patterns.
Anti-Cheat Expert (ACE) began addressing game security issues with AI technology many years ago, particularly with the Replay Review solution introduced in 2016. By employing Replay Review, ACE can accurately analyze all player behavior data during gameplay and identify abnormal behaviors by utilizing big data and specific techniques, effectively countering AI cheating. In essence, with a general detection model for visual AI cheats, ACE can automatically recognize and blacklist them, subsequently banning cheating accounts and devices. This method aids game developers in upholding the integrity and security of their games.
Interested in learning more? Discover ACE's PC solutions or contact us at support@anticheatexpert.com to get customized protection to help your game combat AI cheat.