Cover Image

Deep opacity and AI: A threat to XAI and to privacy protection mechanisms

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Müller, Vincent C.
Format:	Preprint
Published:	2025
Subjects:	Computers and Society Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Contribution of XAI for the Safe Development and Certification of AI: An Expert-Based Analysis
by: Fresz, Benjamin, et al.
Published: (2024)

The Who in XAI: How AI Background Shapes Perceptions of AI Explanations
by: Ehsan, Upol, et al.
Published: (2021)

AI threats to national security can be countered through an incident regime
by: Ortega, Alejandro
Published: (2025)

Future progress in artificial intelligence: A survey of expert opinion
by: Müller, Vincent C., et al.
Published: (2025)

Assessing Model-Agnostic XAI Methods against EU AI Act Explainability Requirements
by: Sovrano, Francesco, et al.
Published: (2026)

Sleeper Social Bots: a new generation of AI disinformation bots are already a political threat
by: Doshi, Jaiv, et al.
Published: (2024)

A moving target in AI-assisted decision-making: Dataset shift, model updating, and the problem of update opacity
by: Hatherley, Joshua
Published: (2025)

Position: Ensuring mutual privacy is necessary for effective external evaluation of proprietary AI systems
by: Bucknall, Ben, et al.
Published: (2025)

AI Act and Large Language Models (LLMs): When critical issues and privacy impact require human and ethical oversight
by: Fabiano, Nicola
Published: (2024)

Security, privacy, and agentic AI in a regulatory view: From definitions and distinctions to provisions and reflections
by: Zhang, Shiliang, et al.
Published: (2026)

Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis
by: Sovrano, Francesco, et al.
Published: (2024)

Model Routing as a Trust Problem: Route Receipts for Adaptive AI Systems
by: Schmalbach, Vincent
Published: (2026)

AI for Just Work: Constructing Diverse Imaginations of AI beyond "Replacing Humans"
by: Jin, Weina, et al.
Published: (2025)

The threat of analytic flexibility in using large language models to simulate human data
by: Cummins, Jamie
Published: (2025)

False Sense of Security in Explainable Artificial Intelligence (XAI)
by: Chung, Neo Christopher, et al.
Published: (2024)

Beyond Technocratic XAI: The Who, What & How in Explanation Design
by: Dhar, Ruchira, et al.
Published: (2025)

Revolutionizing Communication with Deep Learning and XAI for Enhanced Arabic Sign Language Recognition
by: Balat, Mazen, et al.
Published: (2025)

Evaluation Cards for XAI Metrics
by: Gipiškis, Rokas, et al.
Published: (2026)

Comparative analysis of privacy-preserving open-source LLMs regarding extraction of diagnostic information from clinical CMR imaging reports
by: Amirrajab, Sina, et al.
Published: (2025)

Combatting deepfakes: Policies to address national security threats and rights violations
by: Miotti, Andrea, et al.
Published: (2024)

Evaluating the Effectiveness of XAI Techniques for Encoder-Based Language Models
by: Mersha, Melkamu Abay, et al.
Published: (2025)

AI for bureaucratic productivity: Measuring the potential of AI to help automate 143 million UK government transactions
by: Straub, Vincent J., et al.
Published: (2024)

Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI
by: Eberle, Oliver, et al.
Published: (2023)

"I'm not for sale" -- Perceptions and limited awareness of privacy risks by digital natives about location data
by: Boutet, Antoine, et al.
Published: (2025)

Overcoming Anchoring Bias: The Potential of AI and XAI-based Decision Support
by: Haag, Felix, et al.
Published: (2024)

General-purpose AI models can generate actionable knowledge on agroecological crop protection
by: Wyckhuys, Kris A. G.
Published: (2025)

Responsible AI Governance: A Response to UN Interim Report on Governing AI for Humanity
by: Kiden, Sarah, et al.
Published: (2024)

Can AI be a Teaching Partner? Evaluating ChatGPT, Gemini, and DeepSeek across Three Teaching Strategies
by: de Souza, Talita de Paula Cypriano, et al.
Published: (2026)

Foundation models may exhibit staged progression in novel CBRN threat disclosure
by: Esvelt, Kevin M
Published: (2025)

Navigating the EU AI Act: Foreseeable Challenges in Qualifying Deep Learning-Based Automated Inspections of Class III Medical Devices
by: Diaz, Julio Zanon, et al.
Published: (2025)

Ethics Readiness of Artificial Intelligence: A Practical Evaluation Method
by: Adomaitis, Laurynas, et al.
Published: (2025)

Towards nation-wide analytical healthcare infrastructures: A privacy-preserving augmented knee rehabilitation case study
by: Bačić, Boris, et al.
Published: (2024)

A Robust Governance for the AI Act: AI Office, AI Board, Scientific Panel, and National Authorities
by: Novelli, Claudio, et al.
Published: (2024)

Toward Safe and Responsible AI Agents: A Three-Pillar Model for Transparency, Accountability, and Trustworthiness
by: Cheng, Edward C., et al.
Published: (2026)

The AI Pyramid A Conceptual Framework for Workforce Capability in the Age of AI
by: Khatri, Alok, et al.
Published: (2026)

AI in data science education: experiences from the classroom
by: Hageman, J. A., et al.
Published: (2025)

Liberating Logic in the Age of AI: Going Beyond Programming with Computational Thinking
by: Schmidt, Douglas C., et al.
Published: (2025)

Bridge2AI: Building A Cross-disciplinary Curriculum Towards AI-Enhanced Biomedical and Clinical Care
by: Rincon, John, et al.
Published: (2025)

AI-Educational Development Loop (AI-EDL): A Conceptual Framework to Bridge AI Capabilities with Classical Educational Theories
by: Yu, Ning, et al.
Published: (2025)

The AI Literacy Heptagon: A Structured Approach to AI Literacy in Higher Education
by: Hackl, Veronika, et al.
Published: (2025)