Bot Detection Algorithm

Team name: Pizza&pasta

Project name: Bot Detection Algorithm Using Semi-Supervised Machine Learning Methods and Benford’s Law

Tweet: N/A

Brief description of the project:

1. Analyzed Synoptic-like dataset, identifying common metrics;
2. Detected crucial variables using logistic regression, gradient boosting, random forest and SVM;
3. Applied Benford's Law;
4. Incorporated semi-supervised methods alongside Benford's Law for improved bot detection efficiency;
5. Conclusions

Country: Italy

Theme: AI/ML

Sponsor Bounty: Synoptic (bounty number 2.)

Link to pitch deck: below

Smart contract: N/A

Deployed to any other chain: No

Is this part of a larger / past project? No

Built With

• python