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Privacy, Safety, Security | Stanford HAI
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
Musk's Grok AI Faces More Scrutiny After Generating Sexual Deepfake Images
PBS NewsHour
Jan 16, 2026
Media Mention

Elon Musk was forced to put restrictions on X and its AI chatbot, Grok, after its image generator sparked outrage around the world. Grok created non-consensual sexualized images, prompting some countries to ban the bot. Liz Landers discussed Grok's troubles with Riana Pfefferkorn of the Stanford Institute for Human-Centered Artificial Intelligence.

Musk's Grok AI Faces More Scrutiny After Generating Sexual Deepfake Images

PBS NewsHour
Jan 16, 2026

Elon Musk was forced to put restrictions on X and its AI chatbot, Grok, after its image generator sparked outrage around the world. Grok created non-consensual sexualized images, prompting some countries to ban the bot. Liz Landers discussed Grok's troubles with Riana Pfefferkorn of the Stanford Institute for Human-Centered Artificial Intelligence.

Privacy, Safety, Security
Regulation, Policy, Governance
Ethics, Equity, Inclusion
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
Transparency in AI is on the Decline
Rishi Bommasani, Kevin Klyman, Alexander Wan, Percy Liang
Dec 09, 2025
News
Your browser does not support the video tag.

A new study shows the AI industry is withholding key information.

Transparency in AI is on the Decline

Rishi Bommasani, Kevin Klyman, Alexander Wan, Percy Liang
Dec 09, 2025

A new study shows the AI industry is withholding key information.

Foundation Models
Regulation, Policy, Governance
Privacy, Safety, Security
Your browser does not support the video tag.
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
Why You Can (And Should) Opt Out Of TSA Facial Recognition Right Now
HuffPost
Nov 06, 2025
Media Mention

Jennifer King, Policy Fellow at the Stanford HAI who specializes in privacy, discusses vagueness in the TSA’s public communications about what they are doing with facial recognition data.

Why You Can (And Should) Opt Out Of TSA Facial Recognition Right Now

HuffPost
Nov 06, 2025

Jennifer King, Policy Fellow at the Stanford HAI who specializes in privacy, discusses vagueness in the TSA’s public communications about what they are doing with facial recognition data.

Law Enforcement and Justice
Privacy, Safety, Security
Media Mention
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