Latest Articles for Privacy

Information Theory New Approach to Distributed Matrix Computations

Improving matrix computations by tackling stragglers and enhancing privacy.

2025-09-27T19:17:49+00:00 ― 6 min read

Information Theory Addressing Privacy Risks in Semantic Communication

Exploring vulnerabilities and defense strategies in semantic communication systems.

2025-09-27T18:25:23+00:00 ― 5 min read

Machine Learning Balancing Privacy and Performance in Bandit Systems

This article discusses methods for protecting user data in recommendation systems.

2025-09-27T15:38:28+00:00 ― 7 min read

Machine Learning Balancing Privacy and Fairness in Federated Learning

A method to address privacy and fairness concerns in machine learning.

2025-09-27T08:57:56+00:00 ― 5 min read

Programming Languages Understanding Session Types in Programming

Learn how session types ensure safe communication in software systems.

2025-09-27T08:25:36+00:00 ― 4 min read

Computation and Language Advancing Legal AI with Privacy in Mind

FedJudge offers a privacy-focused approach to legal language model training.

2025-09-26T12:16:54+00:00 ― 6 min read

Machine Learning Privacy-Preserving Best Arm Identification

A study on identifying the best option while ensuring data privacy.

2025-09-25T23:35:16+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Human Pose Estimation: Balancing Privacy and Speed

A new approach for human pose estimation prioritizing privacy and efficiency.

2025-09-25T00:12:18+00:00 ― 6 min read

Cryptography and Security A New Approach to Secure Link Prediction

Introducing a protocol for privacy-preserving link prediction in distributed graphs.

2025-09-24T17:21:30+00:00 ― 6 min read

Applications Balancing Power Line Outage Detection and Privacy

A new method detects outages while safeguarding user data.

2025-09-24T10:52:20+00:00 ― 4 min read

Human-Computer Interaction Balancing Benefits and Privacy Risks in LLMs

Examining how users navigate privacy concerns with LLM-based conversational agents.

2025-09-24T10:14:54+00:00 ― 6 min read

Cryptography and Security Balancing Data Collection and Privacy

A new toolchain for safe data analysis without compromising user privacy.

2025-09-23T20:17:30+00:00 ― 5 min read

Computation and Language Safeguarding Privacy in Large Language Models

Knowledge sanitization helps protect sensitive information in language models.

2025-09-23T17:55:18+00:00 ― 6 min read

Machine Learning Improving Federated Learning with New Clustering Method

A new approach enhances federated learning for diverse client data.

2025-09-21T23:55:12+00:00 ― 7 min read

Computer Vision and Pattern Recognition The Dark Side of Computer Vision: Surveillance Uncovered

Examining the troubling link between AI technology and surveillance systems.

2025-09-21T17:04:24+00:00 ― 4 min read

Computer Science and Game Theory Enhancing Privacy in Decentralized Finance with Noisy CFMMs

A new approach to market makers improves trader privacy in decentralized finance.

2025-09-21T11:01:00+00:00 ― 7 min read

Audio and Speech Processing Gender Impact on Voice Biometric Systems

This study examines how gender affects voice biometrics' utility, privacy, and fairness.

2025-09-20T19:33:55+00:00 ― 6 min read

Databases Agriculture Data Management: A Solution for Modern Farming

Effective data management systems can enhance agricultural practices.

2025-09-19T22:24:48+00:00 ― 7 min read

HIV/AIDS Patient Choices in HIV Care in Malawi

Exploring patient preferences for HIV treatment in Malawi's community and clinic settings.

2025-09-19T04:26:30+00:00 ― 6 min read

Machine Learning Enhancing Communication in Federated Recommendation Systems

A new method to improve communication in FedRec while protecting user data.

2025-09-18T08:05:54+00:00 ― 5 min read

Image and Video Processing Advancements in Skin Tone Metrics for Face Recognition

New skin tone metrics aim to improve fairness and privacy in face recognition systems.

2025-09-18T06:50:10+00:00 ― 7 min read

Machine Learning Brave Protocol: Enhancing Privacy in Federated Learning

Brave offers privacy and protection from threats in peer-to-peer federated learning.

2025-09-18T00:51:24+00:00 ― 6 min read

Machine Learning Advancements in Remote Health Monitoring Using Radar Technology

Radar technology enhances remote health checks while ensuring user privacy.

2025-09-18T00:27:42+00:00 ― 8 min read

Machine Learning Federated Learning and Unlearning: A New Approach to Data Privacy

A look into Federated Learning and Unlearning for data privacy.

2025-09-17T22:37:06+00:00 ― 6 min read

Human-Computer Interaction Understanding Dark Patterns in Online Environments

A study on dark patterns and their effects on user behavior.

2025-09-17T19:27:30+00:00 ― 7 min read

Bioinformatics Federated Learning: A Secure Approach to Analyzing Sensitive Data

A method to evaluate treatments while protecting individual privacy.

2025-09-16T10:07:07+00:00 ― 6 min read

Machine Learning The Challenge of Machine Unlearning in Data Privacy

Machine unlearning methods are vital for respecting data privacy rights.

2025-09-16T05:32:18+00:00 ― 4 min read

Software Engineering Ethical Concerns in Mobile App Reviews

A study reveals common ethical issues in mobile app reviews.

2025-09-15T23:21:00+00:00 ― 7 min read

Distributed, Parallel, and Cluster Computing Efficient Medical Image Processing in Hybrid Clouds

A study on balancing privacy and efficiency in medical image processing.

2025-09-14T21:08:54+00:00 ― 7 min read

Human-Computer Interaction Ethics in Conversational User Interfaces

Examining ethical challenges in conversational user interfaces for better user experiences.

2025-09-14T03:46:06+00:00 ― 7 min read

Cryptography and Security Generative AI: A New Ally for Blockchain

Generative AI enhances blockchain security, scalability, and privacy.

2025-09-13T21:11:06+00:00 ― 8 min read

Sound Creating Privacy-Friendly Synthetic Voice Datasets

Researchers are developing synthetic voice data to protect privacy in voice recognition.

2025-09-13T15:05:40+00:00 ― 5 min read

Cryptography and Security Cloud-Based AI: Risks and Protections

This article discusses privacy and security risks in cloud-based AI services.

2025-09-13T02:37:12+00:00 ― 7 min read

Machine Learning Building Trust in Distributed AI Systems

Exploring ways to enhance trustworthiness in distributed artificial intelligence technologies.

2025-09-12T17:00:30+00:00 ― 6 min read

Sound A New Framework for Speaker Anonymization

Introducing a flexible framework to enhance voice privacy research.

2025-09-12T05:05:10+00:00 ― 7 min read

Machine Learning Federated Learning Meets Foundation Models: Challenges and Opportunities

Integrating Foundation Models with Federated Learning presents both risks and benefits.

2025-09-12T04:45:48+00:00 ― 6 min read

Machine Learning Harmless Perturbations: Balancing Privacy and Deep Learning

Learn how harmless perturbations protect privacy in deep learning without affecting DNN functionality.

2025-09-11T19:56:30+00:00 ― 6 min read

Cryptography and Security The Shift to Self-Sovereign Identity

Understanding the evolution and significance of Self-Sovereign Identity in digital communication.

2025-09-11T14:01:00+00:00 ― 6 min read

Cryptography and Security Assessing Privacy Threats in Vertical Federated Learning

A look into privacy risks and defenses in Vertical Federated Learning.

2025-09-11T10:35:36+00:00 ― 6 min read

Artificial Intelligence Decentralized AI: Shifting Control for a Safer Future

Exploring the importance of decentralized AI in data privacy and ethical concerns.

2025-09-11T00:58:54+00:00 ― 6 min read