ARC Raiders Riven Tides Devs Explain Kernel AI Anti-Cheat, Accessibility Device and Manual Review
Category: ARC Raiders Posted: May 09, 2026 Views: 23
The anti-cheat team at the studio behind Arc Raiders released a detailed breakdown of the game's cheating issues on May 7, Ensuring Fair Play. Plenty of players, including several well-known streamers, have run into blatant cheaters during the recent Riven Tides update.
This has led not only to an awful match experience, but because of ban delays, some players have been unable to recover the kits they lost after being taken down by cheaters. In response to these frustrations, the developers have now openly shared their current anti-cheat setup, the difficulties they face, and the improvements they're working on.

Anti-Cheat System
The new anti-cheat system is built on a combination of kernel-level protection and machine learning models. The team makes it clear that the kernel-level defense comes from Easy Anti-Cheat's kernel-level safeguards, supplemented by machine learning detection trained on an ongoing stream of player telemetry data. On top of that, they have several additional, undisclosed layers of protection to keep operations secure.
When it comes to why a kernel-level approach is necessary, the explanation is blunt: the vast majority of commercial cheats operate at the kernel level. Without access at that layer, developers are practically blind to the most damaging cheat tools. The development team is currently testing a new kernel-level solution that is expected to improve detection accuracy in map areas like Speranza and Rustbelt.
On the machine learning side, input telemetry analysis has become one of the most effective tools. Since the very beginning of the project, the team has been working with AI anti-cheat company, deploying a dedicated cluster of models specifically designed to identify anomalies in player input behavior.
You can think of this system as a driver AI—constantly analyzing vast amounts of data, drawing conclusions, and then taking action. Still, the biggest doubt shared by streamers and the community right now is whether this system is actually running at full efficiency. After all, judging by live streams and firsthand encounters, players who are obviously using aimbots or wallhacks still aren't getting banned in time.
Accessibility Devices
One of the trickiest problems in anti-cheat work is how to handle Accessibility Devices that players rely on. The developers stress that those who depend on these devices to play the game must be protected. Because officially certified accessibility devices are often quite costly, many players turn to lesser-known alternatives in order to keep playing.
Additionally, many players use foot pedals and other peripherals for physical needs, but the driver software for these devices can sometimes trigger false positives in the anti-cheat system. This isn't unique to Arc Raiders; it has repeatedly happened in games like CoD as well. The key to solving this challenge lies in determining a player's Intent.
The anti-cheat system analyzes telemetry data and input communication patterns to distinguish legitimate assistive use from malicious abuse. The goal is to let players who genuinely need these devices continue playing without disruption, while precisely targeting cheaters who try to hide behind them. This process is being refined all the time, with the system continuously building knowledge of various assistive hardware to extend its detection range in a smarter and more reliable way.
Manual Review and Bans
Unlike the automated handling seen in many games, the developers state that every single ban appeal is reviewed by an actual human. They see the appeal process as an area that needs constant investment, not a static system that's finished. Even though people filing an appeal still have to wait and will receive a standardized template response to keep handling consistent, the team genuinely reviews each case one by one to ensure fairness and uses the findings to repeatedly calibrate their existing detection models.
The team openly admits that after submitting an appeal, a player may get a formal reply that looks like an automated message, but this is just staff using a template to maintain consistency. Behind every appeal, a real person is investigating and verifying the facts to keep the game environment fair, while testing and refining the current anti-cheat systems and models.
For players, however, it's still unclear exactly how long the appeal process takes. For those watching a streamer get killed over and over by an obvious cheater, unable to even reclaim their gear kits, this kind of delay can drive them to quit the game entirely. The community's patience is wearing thin.
Community
Faced with persistent cheating, the player community hopes the developers will assemble a small team of fewer than ten people whose sole task is to watch live streams featuring popular streamers during peak hours.
Once cheaters using aimbots or wallhacks are detected, they can be manually banned immediately. Even in the event of a misjudgment, a robust manual appeal mechanism can ultimately exonerate the innocent.
From a business perspective, when a streamer's broadcast attracts, repeated cheating could directly lead to the streamer switching games, resulting in a significant loss of fans for the game.
The positive public relations benefits of real-time manual intervention far outweigh the manpower costs. Considering the official team's size of approximately one hundred people, this small investment is easily manageable for them.
All in all, this Arc Raiders anti-cheat update from the developers is also a response to the increasingly rampant cheating inside the game. As time goes on, the multi-layered protection system will be gradually tuned to be more precise. Even though the current real-world results may not satisfy everyone, the fact that the developers are willing to openly talk about the difficulties and their roadmap is already an important step toward rebuilding player trust.
You probably don't want to be associated with cheaters. If you want to improve your skills in a fair and safe way, besides accumulating experience through raids, you can also choose to buy cheap Arc Raiders blueprints and items from IGGM to quickly equip yourself.
After all, acquiring items through trading to improve your strength is a very normal part of the game experience. Ultimately, the outcome of the game depends on your skill, not better equipment.
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