Anti-Raid Protection & AI Content Moderator by Nebula Labs

Introduction

Nebula Labs, a sister company to Sentinel, has developed an advanced Anti-Raid Protection and AI Content Moderator system designed to safeguard your Discord server against disruptive activities like raids, spam, and abusive behavior. With automated moderation and powerful AI-driven content analysis, this solution protects your community from both intentional malicious attacks and inadvertent content violations.

Key Features of the Anti-Raid Protection System

1. Mass-Pinging Protection:

   • The system detects when a user mentions too many people within a short time frame, which is a common tactic used by raiders to flood notifications and disrupt a server. When mass-pinging is detected, the system automatically takes action against the offending user, which could include muting, kicking, or banning, depending on the server’s configuration.

2. Role Change Abuse Prevention:

   • Role change abuse, where administrators or compromised accounts attempt to mass-remove or modify roles inappropriately, is flagged by the system. The Anti-Raid Protection monitors audit logs to detect abnormal patterns in role changes, such as when a user makes multiple role changes in a short time. If a user exceeds the limit, they are flagged for review and action, protecting your server from potential internal threats or administrative abuse.

3. Message Deletion Monitoring:

   • Mass message deletions can disrupt server records and cause confusion. The system tracks bulk deletions, especially those conducted by moderators or administrators. When the number of deleted messages exceeds a defined threshold, the system steps in to review the action and determine whether a raid is in progress or if moderation abuse is occurring.

4. Spam Detection:

   • Nebula Labs' system also includes spam prevention, automatically detecting when a user is sending too many messages in a short period. This is especially effective against bot raids or users flooding channels with disruptive content. The spam detection system temporarily mutes or kicks users to stop the flood and allow for proper review.

5. AI Content Moderation:

   • In collaboration with Sentinel, Nebula Labs leverages AI to monitor and filter inappropriate content. Using advanced machine learning algorithms, the AI Content Moderator identifies harmful, offensive, or inappropriate language, including hate speech, slurs, and other forms of unwanted content. The AI flags or deletes messages based on their severity, ensuring a safer community without requiring constant human oversight.

6. Banned Word Detection:

   • Servers can configure a list of banned words or phrases. The system scans all messages in real time, and any message containing a banned word is immediately flagged and the user is either warned or muted, depending on the server’s policy.

7. Multi-Channel Management:

   • Some servers may have high-traffic channels where moderation actions need to be more lenient, such as support or general chat channels. Nebula Labs’ system allows for channel-specific configurations, enabling you to ignore anti-raid protections in specific channels while maintaining strong protection in others.

8. Configurable Bypass Roles:

   • Not all users should be subjected to anti-raid measures. Trusted roles, such as moderators or admins, can be set up to bypass the anti-raid system entirely. This ensures that those who manage the community can do their job without restrictions, while others are closely monitored.

How Does It Work?

• Audit Log Monitoring: The system actively listens to the server’s audit logs for any suspicious activity. For example, when a large number of users are mentioned or role changes happen in quick succession, the system cross-references this behavior with pre-configured thresholds.

• Real-Time AI Moderation: Nebula Labs' AI Content Moderator runs continuously in the background, reviewing content in real time and learning from flagged patterns. Its algorithms are constantly updated to detect new forms of abusive behavior and inappropriate content, making it a self-improving moderation tool.

• Automated Actions: Once a raid or abuse is detected, the system takes immediate action. Depending on your configuration, actions include muting, kicking, banning users, and even automatically alerting server owners and moderators with detailed logs of the incident.

• User-Defined Limits: All protections come with customizable limits. Server owners can define the number of mentions that will trigger a mass-ping alert, the threshold for role changes, and how many deleted messages are considered a bulk deletion. This allows you to fine-tune the system for your community's needs.

Protection Against Administrative Abuse

While traditional raid protection systems often focus on external threats (like bot raids), Nebula Labs also addresses internal threats, such as compromised moderator or admin accounts. By tracking administrative actions like mass role changes or message deletions, the system can detect and stop malicious behavior before it spirals out of control. This extra layer of protection ensures that even trusted users are kept in check, reducing the risk of insider attacks.

Customizability & Control

With Nebula Labs' system, server administrators maintain full control over the level of protection their server requires. Settings can be fine-tuned to create a balance between security and freedom, enabling automated actions while still providing room for human oversight and intervention when needed.

Example Use Case

Imagine a scenario where a rogue admin starts mass-removing roles from users. The Anti-Raid system detects this unusual behavior by tracking the frequency of role changes and automatically flags the admin for review. Depending on the server’s configuration, the admin could be muted, kicked, or banned, preventing further damage.

Nebula Labs' Anti-Raid Protection and AI Content Moderator offer comprehensive protection for Discord servers, mitigating threats ranging from external raids to internal abuse. Whether you run a large community or a small private group, this system ensures your server remains a safe, welcoming, and well-moderated space. With Nebula Labs, server security is no longer a manual, time-consuming task but an automated, intelligent solution designed to evolve with your community’s needs.

Nebula Labs' Anti-Raid Protection and AI Content Moderator is built directly into Sentinel.