Latest Articles for Utility

A new method for rewriting text that ensures privacy and maintains meaning.

This article examines risks linked to LLMs and proposes ways to enhance safety.

Exploring methods to protect privacy while sharing network data effectively.

Improving calibration efficiency in mobile robotics using advanced measurement selection techniques.

This method improves data selection in Bayesian optimization, enhancing efficiency and outcomes.

Exploring challenges and advancements in protecting sensitive data while maintaining its usefulness.

A new framework evaluates methods for anonymizing biometric data to enhance privacy.

Discover how synthetic data helps retailers protect customer privacy while gaining insights.

A new scale helps measure user experiences in explainable AI systems.

A look into bidding mechanisms for goods and services.

PUFFLE offers a solution for privacy, utility, and fairness challenges in machine learning.

X-Fake framework enhances the quality of simulated SAR images for better deep learning applications.

Examining techniques to protect privacy while analyzing recorded conversations.

Exploring Quantum Local Differential Privacy to safeguard quantum data.

This article explains the concept of patience and its impact on economic choices.

A new approach for resource allocation in social programs prioritizes needs and evaluation.

A look into income taxation, fairness, and social implications.

How social media influencers navigate honesty and profit in product endorsements.

Exploring fairness in personalized recommendations using graph neural networks.

DuelMIX improves cooperation among agents in multi-agent reinforcement learning environments.

Explore the dynamics of bargaining in personal and business contexts.

Learn how density ratio estimation measures synthetic data quality effectively.

This article discusses fair allocation of items using machine learning techniques.

This article examines how to manage multiple discount rates in decision-making.

Exploring how synthetic data safeguards privacy while enabling research access.

This paper discusses methods for anonymizing networks while preserving data utility.

Examining how consumers choose products and the impact of improved estimation techniques.

Researchers develop methods to teach computers to process invoices while protecting privacy.

Explore how psychological games shape our choices in everyday life.

A new approach to make smarter decisions with limited information.

Fake EHRs help in research and protect patient data.

Exploring AI's impact on society and decision-making safety.

A look into private prediction methods and the DaRRM algorithm.

Inference Privacy safeguards personal data during digital interactions.

New methods aim to protect sensitive data while keeping it useful.

Exploring fairness in recommender systems for equitable suggestions.

Synthetic data offers a solution to patient data privacy challenges in medical research.

Learn how INTACT protects personal information while maintaining text clarity.

RapGuard offers context-aware safety for multimodal large language models.