Privacy Management
Control how your data is used across the StackPicked network. Your privacy is fundamental to our federated architecture.
Privacy Dashboard
Privacy-FirstControl how your data is used in federated learning. Your raw data never leaves your device โ only encrypted model updates are shared.
Data Categories
Your submitted tool reviews and ratings
12 records
Local model training data from your browsing patterns
847 records
Anonymized search queries for improving recommendation models
234 records
Click-through data used for conversion model training
56 records
Decentralized identity proofs and trust scores
3 records
Federated Learning Rounds
198 nodes participated
accuracy
195 nodes participated
accuracy
201 nodes participated
accuracy
Data Actions
How Federated Learning Protects Your Privacy
- โข Local Training: Models are trained on your device. Raw data never leaves.
- โข Encrypted Gradients: Only encrypted model updates (gradients) are shared with the network.
- โข Secure Aggregation: Your updates are combined with others so individual contributions cannot be isolated.
- โข Zero-Knowledge Proofs: Verify your trust score without revealing underlying data.
Privacy Policy
Last updated: January 2026
StackPicked ("we", "us", "our") is committed to protecting your privacy. This policy explains how we collect, use, and safeguard your data when you visit stackpicked.com.
Information We Collect
- Browser type, device type, and operating system
- Pages visited, time spent, and referral source
- Email address (if you subscribe to our newsletter)
- Federated learning model updates (encrypted gradients only)
We use Plausible Analytics, a privacy-friendly analytics service that does not use cookies and complies with GDPR, CCPA, and PECR.
Federated Learning Data
When you participate in federated learning, only encrypted model updates (gradients) are shared with the network. Your raw data never leaves your device. You can control which data categories you consent to sharing via the Privacy Dashboard above.
Affiliate Links
Some links redirect through our domain (/go/[tool]) for tracking purposes. Click data may be used for conversion model training with your consent.
Your Rights
You may access, correct, delete, or export your personal data at any time via the Privacy Dashboard. Contact privacy@stackpicked.com for additional requests.