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Back to Privacy, Safety, Security

All Work Published on Privacy, Safety, Security

Rethinking Privacy in the AI Era: Policy Provocations for a Data-Centric World
Jennifer King, Caroline Meinhardt
Feb 22, 2024
White Paper

This white paper explores the current and future impact of privacy and data protection legislation on AI development and provides recommendations for mitigating privacy harms in an AI era.

Rethinking Privacy in the AI Era: Policy Provocations for a Data-Centric World

Jennifer King, Caroline Meinhardt
Feb 22, 2024

This white paper explores the current and future impact of privacy and data protection legislation on AI development and provides recommendations for mitigating privacy harms in an AI era.

Privacy, Safety, Security
Regulation, Policy, Governance
White Paper
Can AI Hold Consistent Values? Stanford Researchers Probe LLM Consistency and Bias
Andrew Myers
Nov 11, 2024
News

New research tests large language models for consistency across diverse topics, revealing that while they handle neutral topics reliably, controversial issues lead to varied answers.

Can AI Hold Consistent Values? Stanford Researchers Probe LLM Consistency and Bias

Andrew Myers
Nov 11, 2024

New research tests large language models for consistency across diverse topics, revealing that while they handle neutral topics reliably, controversial issues lead to varied answers.

Ethics, Equity, Inclusion
Natural Language Processing
Privacy, Safety, Security
News
Safety Risks from Customizing Foundation Models via Fine-Tuning
Peter Henderson, Xiangyu Qi, Yi Zeng, Tinghao Xie, Pin-Yu Chen, Ruoxi Jia, Prateek Mittal
Jan 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
Jan 08, 2024

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

Foundation Models
Privacy, Safety, Security
Policy Brief
Strengthening AI Accountability Through Better Third Party Evaluations
Ruth E. Appel
Nov 06, 2024
News

At a recent Stanford-MIT-Princeton workshop, experts highlight the need for legal protections, standardized evaluation practices, and better terminology to support third-party AI evaluations.

Strengthening AI Accountability Through Better Third Party Evaluations

Ruth E. Appel
Nov 06, 2024

At a recent Stanford-MIT-Princeton workshop, experts highlight the need for legal protections, standardized evaluation practices, and better terminology to support third-party AI evaluations.

Foundation Models
Law Enforcement and Justice
Privacy, Safety, Security
Regulation, Policy, Governance
News
Daniel E. Ho's Testimony Before the House Oversight and Accountability Cybersecurity, Information Technology, and Government Innovation Subcommittee
Daniel E. Ho
Dec 06, 2023
Testimony
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Daniel E. Ho's Testimony Before the House Oversight and Accountability Cybersecurity, Information Technology, and Government Innovation Subcommittee

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

Daniel E. Ho
Dec 06, 2023

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

Privacy, Safety, Security
Government, Public Administration
Your browser does not support the video tag.
Testimony
Stanford HAI Engages ASEAN Leaders in Critical AI Dialogue Amidst Regional Challenges
Drew Spence
Oct 23, 2024
News

At a workshop preceding ASEAN’s Ministerial Meeting, Stanford faculty and ASEAN delegates explored AI’s impact on governance, fairness, and regional cooperation. 

Stanford HAI Engages ASEAN Leaders in Critical AI Dialogue Amidst Regional Challenges

Drew Spence
Oct 23, 2024

At a workshop preceding ASEAN’s Ministerial Meeting, Stanford faculty and ASEAN delegates explored AI’s impact on governance, fairness, and regional cooperation. 

Privacy, Safety, Security
Machine Learning
News
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