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Privacy Engineering: Why Standards Are Still Out of Reach?
In contemporary technology environments, organisations are increasingly challenged with the …
Policy Zones: Purpose Limitation at Scale using Information Flow Control
At the heart of privacy lies the principle of purpose limitation, dictating that data should only be …
Deploying Hugo Sites on Cloudflare Pages with Decap CMS and GitHub Backend
Recently I migrated this website from Ghost to Hugo. This site is now generated by Hugo, stored by …
Differential Privacy: 6 Key Equations Explained
Differential Privacy is a powerful framework for ensuring privacy in data analysis by adding …
Archiving with The Rogue Scholar
Since 2009, I have published over 125 articles on this blog, creating a space where my work …
Input vs Output Privacy
Privacy in data systems has traditionally focused on protecting sensitive information as it enters a …
Birds of a Feather Leak Together: The Set Bias Privacy Problem
Secure multi-party computation (SMPC) enables organisations to collaborate on sensitive data …
Privacy-Preserving Multi-Touch Attribution at TikTok
Multi-touch attribution is considered as holy grail in advertising industry. As advertisers are …
The Where's Waldo Effect in Privacy
Safeguarding individual privacy inherently means data minimisation i.e. limiting the collection and …