# Social media spam and abuse classification

Detects and filters spam, malicious links, bot content, and prohibited material from social feed using text classification.

Grade: S — Top tier. Meets A, and the payoff is major with high confidence.. Score: 5.92.

Vertical: Software & tech.

Function: Social & creator.

Status: Seen in the wild.

Volume: high.

Value: major.

Risk: moderate.

Evidence: described plan.

Flags: None.

- [Source](https://peerj.com/articles/cs-830)
- [Vertical](/verticals/saas_tech/)
- [Function](/functions/social_creator/)
- [Content moderation unsafe tagging](/use-cases/content-moderation-unsafe-tagging/)
- [Escalation priority for trust-and-safety reports](/use-cases/escalation-priority-for-trust-and-safety-reports/)
- [How LinkedIn's AI Stops Viral Spam Before Millions See It](/use-cases/how-linkedin-s-ai-stops-viral-spam-before-millions-see-it/)
- [Detecting unwanted content using machine-assisted content moderation](/use-cases/detecting-unwanted-content-using-machine-assisted-content-moderation/)
- [The 60-Second Math Behind Every Spam Filter](/use-cases/the-60-second-math-behind-every-spam-filter/)
- [firehose-judge](/use-cases/firehose-judge/)