Position: Contextual Integrity is Inadequately Applied to Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Shvartzshnaider, Yan, Duddu, Vasisht |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Privacy Bias in Language Models: A Contextual Integrity-based Auditing Metric
by: Shvartzshnaider, Yan, et al.
Published: (2024)
by: Shvartzshnaider, Yan, et al.
Published: (2024)
Evaluating the Contextual Integrity of False Positives in Algorithmic Travel Surveillance
by: Wernick, Alina, et al.
Published: (2025)
by: Wernick, Alina, et al.
Published: (2025)
Privacy Cards for Surfacing Mental Models and Exploring Privacy Concerns: A Case Study of Voice-First Ambient Interfaces with Older Adults
by: Cuadra, Andrea, et al.
Published: (2026)
by: Cuadra, Andrea, et al.
Published: (2026)
Contextual Integrity Games
by: Wolff, Ran
Published: (2024)
by: Wolff, Ran
Published: (2024)
Trust and Friction: Negotiating How Information Flows Through Decentralized Social Media
by: Hwang, Sohyeon, et al.
Published: (2025)
by: Hwang, Sohyeon, et al.
Published: (2025)
Measuring NIST Authentication Standards Compliance by Higher Education Institutions
by: Apthorpe, Noah, et al.
Published: (2024)
by: Apthorpe, Noah, et al.
Published: (2024)
Integrating Differential Privacy and Contextual Integrity
by: Benthall, Sebastian, et al.
Published: (2024)
by: Benthall, Sebastian, et al.
Published: (2024)
Automating Governing Knowledge Commons and Contextual Integrity (GKC-CI) Privacy Policy Annotations with Large Language Models
by: Chanenson, Jake, et al.
Published: (2023)
by: Chanenson, Jake, et al.
Published: (2023)
Understanding Privacy Norms Around LLM-Based Chatbots: A Contextual Integrity Perspective
by: Tran, Sarah, et al.
Published: (2025)
by: Tran, Sarah, et al.
Published: (2025)
Locket: Robust Feature-Locking Technique for Language Models
by: He, Lipeng, et al.
Published: (2025)
by: He, Lipeng, et al.
Published: (2025)
Web Privacy based on Contextual Integrity: Measuring the Collapse of Online Contexts
by: Sivan-Sevilla, Ido, et al.
Published: (2024)
by: Sivan-Sevilla, Ido, et al.
Published: (2024)
Espresso: Robust Concept Filtering in Text-to-Image Models
by: Das, Anudeep, et al.
Published: (2024)
by: Das, Anudeep, et al.
Published: (2024)
PATCH: Mitigating PII Leakage in Language Models with Privacy-Aware Targeted Circuit PatcHing
by: Hughes, Anthony, et al.
Published: (2025)
by: Hughes, Anthony, et al.
Published: (2025)
A Large Language Model Supported Synthesis of Contemporary Academic Integrity Research Trends
by: Lancaster, Thomas
Published: (2024)
by: Lancaster, Thomas
Published: (2024)
Applying Large Language Models to Travel Satisfaction Analysis
by: Xu, Pengfei, et al.
Published: (2025)
by: Xu, Pengfei, et al.
Published: (2025)
Richer Output for Richer Countries: Uncovering Geographical Disparities in Generated Stories and Travel Recommendations
by: Bhagat, Kirti, et al.
Published: (2024)
by: Bhagat, Kirti, et al.
Published: (2024)
Infusing Knowledge into Large Language Models with Contextual Prompts
by: Vasisht, Kinshuk, et al.
Published: (2024)
by: Vasisht, Kinshuk, et al.
Published: (2024)
Position: Open and Closed Large Language Models in Healthcare
by: Xu, Jiawei, et al.
Published: (2025)
by: Xu, Jiawei, et al.
Published: (2025)
AI Integrity: Defending Against Backdoors and Secret Loyalties
by: Banerjee, Dave, et al.
Published: (2026)
by: Banerjee, Dave, et al.
Published: (2026)
Comparison of Large Language Models for Generating Contextually Relevant Questions
by: Molina, Ivo Lodovico, et al.
Published: (2024)
by: Molina, Ivo Lodovico, et al.
Published: (2024)
Combining Machine Learning Defenses without Conflicts
by: Duddu, Vasisht, et al.
Published: (2024)
by: Duddu, Vasisht, et al.
Published: (2024)
On the Alignment of Group Fairness with Attribute Privacy
by: Aalmoes, Jan, et al.
Published: (2022)
by: Aalmoes, Jan, et al.
Published: (2022)
SoK: Unintended Interactions among Machine Learning Defenses and Risks
by: Duddu, Vasisht, et al.
Published: (2023)
by: Duddu, Vasisht, et al.
Published: (2023)
'Rich Dad, Poor Lad': How do Large Language Models Contextualize Socioeconomic Factors in College Admission ?
by: Nghiem, Huy, et al.
Published: (2025)
by: Nghiem, Huy, et al.
Published: (2025)
Survey on Plagiarism Detection in Large Language Models: The Impact of ChatGPT and Gemini on Academic Integrity
by: Pudasaini, Shushanta, et al.
Published: (2024)
by: Pudasaini, Shushanta, et al.
Published: (2024)
Sark: Oblivious Integrity Without Global State
by: Lynham, Alex, et al.
Published: (2025)
by: Lynham, Alex, et al.
Published: (2025)
Rethinking Review Citations: Impact on Scientific Integrity
by: Aguilar-Ruiz, Jesus S.
Published: (2025)
by: Aguilar-Ruiz, Jesus S.
Published: (2025)
Shaping Integrity: Why Generative Artificial Intelligence Does Not Have to Undermine Education
by: Tan, Myles Joshua Toledo, et al.
Published: (2024)
by: Tan, Myles Joshua Toledo, et al.
Published: (2024)
Research Integrity and Academic Authority in the Age of Artificial Intelligence: From Discovery to Curation?
by: Chesterman, Simon, et al.
Published: (2026)
by: Chesterman, Simon, et al.
Published: (2026)
Audit Cards: Contextualizing AI Evaluations
by: Staufer, Leon, et al.
Published: (2025)
by: Staufer, Leon, et al.
Published: (2025)
Examining the Implications of Deepfakes for Election Integrity
by: Ranka, Hriday, et al.
Published: (2024)
by: Ranka, Hriday, et al.
Published: (2024)
Towards Incorporating Researcher Safety into Information Integrity Research Ethics
by: Schafer, Joseph S., et al.
Published: (2023)
by: Schafer, Joseph S., et al.
Published: (2023)
Contextual StereoSet: Stress-Testing Bias Alignment Robustness in Large Language Models
by: Basu, Abhinaba, et al.
Published: (2026)
by: Basu, Abhinaba, et al.
Published: (2026)
Contextual Stochastic Optimization for School Desegregation Policymaking
by: Guan, Hongzhao, et al.
Published: (2024)
by: Guan, Hongzhao, et al.
Published: (2024)
Research Integrity and GenAI: A Systematic Analysis of Ethical Challenges Across Research Phases
by: Bjelobaba, Sonja, et al.
Published: (2024)
by: Bjelobaba, Sonja, et al.
Published: (2024)
To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing
by: Gururaja, Sireesh, et al.
Published: (2023)
by: Gururaja, Sireesh, et al.
Published: (2023)
How BERT Speaks Shakespearean English? Evaluating Historical Bias in Contextual Language Models
by: Cuscito, Miriam, et al.
Published: (2024)
by: Cuscito, Miriam, et al.
Published: (2024)
LLM Use, Cheating, and Academic Integrity in Software Engineering Education
by: Santos, Ronnie de Souza, et al.
Published: (2026)
by: Santos, Ronnie de Souza, et al.
Published: (2026)
Position is Power: System Prompts as a Mechanism of Bias in Large Language Models (LLMs)
by: Neumann, Anna, et al.
Published: (2025)
by: Neumann, Anna, et al.
Published: (2025)
Does AI Coaching Prepare us for Workplace Negotiations?
by: Duddu, Veda, et al.
Published: (2025)
by: Duddu, Veda, et al.
Published: (2025)
Similar Items
-
Privacy Bias in Language Models: A Contextual Integrity-based Auditing Metric
by: Shvartzshnaider, Yan, et al.
Published: (2024) -
Evaluating the Contextual Integrity of False Positives in Algorithmic Travel Surveillance
by: Wernick, Alina, et al.
Published: (2025) -
Privacy Cards for Surfacing Mental Models and Exploring Privacy Concerns: A Case Study of Voice-First Ambient Interfaces with Older Adults
by: Cuadra, Andrea, et al.
Published: (2026) -
Contextual Integrity Games
by: Wolff, Ran
Published: (2024) -
Trust and Friction: Negotiating How Information Flows Through Decentralized Social Media
by: Hwang, Sohyeon, et al.
Published: (2025)