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Back to Privacy, Safety, Security

All Work Published on Privacy, Safety, Security

Safety Risks from Customizing Foundation Models via Fine-Tuning
Peter Henderson, Xiangyu Qi, Yi Zeng, Tinghao Xie, Pin-Yu Chen, Ruoxi Jia, Prateek Mittal
Quick ReadJan 08, 2024
Policy Brief

This brief underscores the safety risks inherent in custom fine-tuning of large language models.

Safety Risks from Customizing Foundation Models via Fine-Tuning

Peter Henderson, Xiangyu Qi, Yi Zeng, Tinghao Xie, Pin-Yu Chen, Ruoxi Jia, Prateek Mittal
Quick ReadJan 08, 2024

This brief underscores the safety risks inherent in custom fine-tuning of large language models.

Foundation Models
Privacy, Safety, Security
Policy Brief
How To Keep Your Private Messages Truly Private
CNN
Sep 09, 2025
Media Mention

HAI Policy Fellow Riana Pfefferkorn discusses scenarios when third parties might be able to access personal messaging data and how to keep those forms of digital communication private.

How To Keep Your Private Messages Truly Private

CNN
Sep 09, 2025

HAI Policy Fellow Riana Pfefferkorn discusses scenarios when third parties might be able to access personal messaging data and how to keep those forms of digital communication private.

Privacy, Safety, Security
Media Mention
Daniel E. Ho's Testimony Before the House Oversight and Accountability Cybersecurity, Information Technology, and Government Innovation Subcommittee
Daniel E. Ho
Quick ReadDec 06, 2023
Testimony

In this testimony presented to the U.S. House Subcommittee on Cybersecurity, Information Technology, and Government Innovation, Daniel E. Ho recommends six AI governance actions including boosting AI talent, establishing a mandated adverse event reporting system, and funding public AI research initiatives.

Daniel E. Ho's Testimony Before the House Oversight and Accountability Cybersecurity, Information Technology, and Government Innovation Subcommittee

Daniel E. Ho
Quick ReadDec 06, 2023

In this testimony presented to the U.S. House Subcommittee on Cybersecurity, Information Technology, and Government Innovation, Daniel E. Ho recommends six AI governance actions including boosting AI talent, establishing a mandated adverse event reporting system, and funding public AI research initiatives.

Privacy, Safety, Security
Government, Public Administration
Regulation, Policy, Governance
Testimony
How Do We Protect Children in the Age of AI?
Nikki Goth Itoi
Sep 08, 2025
News

Tools that enable teens to create deepfake nude images of each other are compromising child safety, and parents must get involved.

How Do We Protect Children in the Age of AI?

Nikki Goth Itoi
Sep 08, 2025

Tools that enable teens to create deepfake nude images of each other are compromising child safety, and parents must get involved.

Ethics, Equity, Inclusion
Privacy, Safety, Security
News
The Privacy-Bias Trade-Off
Arushi Gupta, Victor Y. Wu, Helen Webley-Brown, Jennifer King, Daniel E. Ho
Quick ReadOct 19, 2023
Policy Brief

This brief examines the “regulatory misalignment” of existing regulatory proposals for AI and urges policymakers to first consider feasibility, trade-offs, and unintended consequences before rushing into regulation.

The Privacy-Bias Trade-Off

Arushi Gupta, Victor Y. Wu, Helen Webley-Brown, Jennifer King, Daniel E. Ho
Quick ReadOct 19, 2023

This brief examines the “regulatory misalignment” of existing regulatory proposals for AI and urges policymakers to first consider feasibility, trade-offs, and unintended consequences before rushing into regulation.

Privacy, Safety, Security
Regulation, Policy, Governance
Policy Brief
The Age-Checked Internet Has Arrived
Wired
Jul 25, 2025
Media Mention

Stanford HAI Policy Fellow Riana Pfefferkorn speaks about the implications of laws related to age-checked access to the internet.

The Age-Checked Internet Has Arrived

Wired
Jul 25, 2025

Stanford HAI Policy Fellow Riana Pfefferkorn speaks about the implications of laws related to age-checked access to the internet.

Privacy, Safety, Security
Media Mention
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