Hashing PII does not Protect Privacy | Rainbow table attack

Robustness of Practical Perceptual Hashing Algorithms to...

Perceptual hashing algorithms (PHAs) are widely used for identifying illegal online content and are thus integral to various sensitive applications. However, due to their hasty deployment in...

zama-ai/concrete-ml

Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

Introducing OpenAI Privacy Filter

OpenAI Privacy Filter is an open-weight model for detecting and redacting personally identifiable information (PII) in text with state-of-the-art accuracy

Chiffre.io

End-to-end encrypted privacy-first web analytics

How Google is Making Private AI Practical with Homomorphic Encryption

Today we're excited to showcase HEIR, the latest powerful tool added to our Private Computing Toolkit. HEIR is an open source compiler that unlocks cryptographically-sec…

Skyflow | Runtime AI Data Control

Data Privacy Vault for PII, PCI, and PHI.

public-key cryptography for non-geeks

It's not as complicated as you think.

Privacy, human rights, and Tornado Cash

I am more worried about privacy than crypto crime.

Differential Privacy

A robust yet accessible introduction to the idea, history, and key applications of differential privacy—the gold standard of algorithmic privacy protection

Differential Privacy

In 1977 Dalenius articulated a desideratum for statistical databases: nothing about an individual should be learnable from the database that cannot be learned without access to the database. We give a general impossibility result showing that a formalization of Dalenius’ goal along the lines of semantic security cannot be achieved. Contrary to intuition, a variant […]

Your privacy is under attack from several terrifying new laws

“If privacy is outlawed, only outlaws will have privacy.” — Philip Zimmermann, creator of PGP Last week the United Kingdom passed a new bill that allows for “extreme surveillance.” This Investigatory Powers Bill — better known as the “snooper’s char...

Tinfoil - Private AI

AI that keeps your data private at all times. Fast, powerful, and verifiable, thanks to secure hardware enclaves.

Apple Intelligence Promises Better AI Privacy. Here’s How It Actually Works

Private Cloud Compute is an entirely new kind of infrastructure that, Apple’s Craig Federighi tells WIRED, allows your personal data to be “hermetically sealed inside of a privacy bubble.”

FR#163 – Decrypting Matrix

On the convergence towards private data on social networking protocols, and the connection to Matrix

Bab

Bab is a family of secure hash functions, heavily inspired by BLAKE3. Bab hashes allow for streaming verification of strings, similar to the BLAKE3-based Bao algorithm. We discuss several optimization techniques that go beyond the Bao specification. Further, unlike BLAKE3 and Bao, Bab digests allow for constant-sized length proofs of their strings.