2 papers
cs.CR2025
Private Map-Secure Reduce: Infrastructure for Efficient AI Data Markets
Sameer Wagh, Kenneth Stibler, Shubham Gupta +8
The modern AI data economy centralizes power, limits innovation, and misallocates value by extracting data without control, privacy, or fair compensation. We introduce Private Map-…
cs.CY2025
Personhood credentials: Artificial intelligence and the value of privacy-preserving tools to distinguish who is real online
Steven Adler, Zoë Hitzig, Shrey Jain +29
Anonymity is an important principle online. However, malicious actors have long used misleading identities to conduct fraud, spread disinformation, and carry out other deceptive sc…