Although artificial intelligence has made its way into the mainstream and has found applications in almost every aspect of human life However, one area has seen its use frequently for a long time. This is the online multiplayer game space in which algorithms referred to as aimbots have been widely used since the beginning of the 2000s. Cheats make use of this to gain unfair advantages over other players , and to alter the mood of the game.

To address this issue, video game publishers are trying to stop the rising trend of cheating online. However, the rise of the Internet has led to cheating methods to be widely distributed and incentivizing developers to adopt more of a role in regulating cheaters in online communities.

Although artificial intelligence has entered the mainstream in a huge manner and has been used across all walks of life, there is one area where it has been used extensively for several years. Online multiplayer video games are where aimbots which are algorithms that replicate human behavior, have been used extensively since the early 2000s. Cheats employ this technique to gain unfair advantages over the other players and disrupt the fun of the game.

Video game producers are trying to stop the rise of online cheats. However, the rise of the Internet has led to the possibility for cheats to be spread widely, incentivising developers to take a heavier hand towards moderating cheater in online communities.

This shift has led to the market being in the state it is in today, where companies are wrestling against the massive and anonymous version of the cheating online community. In this article, Analytics India Magazine takes more in-depth looks at cheating in video games and the eternal struggle of the developers to stop cheaters.

How Current Solutions Work

There are numerous exploits you can use when playing video games. But, one is the most popular and relies on machine learning at its most advanced stages. These are known as aimbots. They make use of information that the computer running the game of the player gathers on other players on the server. Following this, the program then finds whether they can be observed from the player's location and, if they are, uses a program known as the Triggerbot to fire a bullet. It is recommended to go to bettergamer.com to learn more about the cheat detection systems in video games.

The more advanced models of these algorithms utilize image recognition to detect whether a player is in the vision of the player or not. The model is trained by using numerous images of textures taken from the game in order to differentiate between a wall model and the model of a player.

Some aimbots utilize ML to dynamically learn the movements of the opponent and discover previously undiscovered maps. These systems are categorized as an AI expert system, which attempts to emulate the way an expert human would play a particular game.

Companies Take on Players who are misaligned

Due to the rapid expansion of the game, companies had to find creative solutions to the problem of cheating. Software has evolved to work in three major ways. The first is signature detection. It is comparable to how popular computer antivirus works. The database contains hacks to verify the signature of any detected application. If the signature matches that is found, the person who used the cheating program is removed from the game.

Another method of determining whether a player is cheating is using the heuristic method to identify win and loss patterns. This analysis can determine if the player's current performance is proportional to the mean, and also to players' past performance. Anti-cheating mechanisms, reports from players who have reported cheaters and the final factor are all considered.