Latest Articles for Data Security

Machine Learning Advancing Federated Learning with Non-IID Data

New methods improve model training while protecting user data privacy.

2025-09-27T21:59:18+00:00 ― 6 min read

Cryptography and Security Advancing Homomorphic Encryption with Processing-in-Memory Technology

This study examines the use of PIM systems to enhance homomorphic encryption performance.

2025-09-27T20:00:48+00:00 ― 5 min read

Quantum Physics Advancing Quantum Networks with Entangled Particles

Scientists link entangled particles over 101 kilometers, pushing quantum network boundaries.

2025-09-27T19:40:48+00:00 ― 5 min read

Machine Learning Strengthening Machine Learning Against Adversarial Attacks

Adversarial training improves machine learning models' resistance to input manipulation.

2025-09-27T12:18:12+00:00 ― 6 min read

Cryptography and Security Improving TEEs with Garbled Circuits

A new method combines TEEs and garbled circuits for better performance in cloud tasks.

2025-09-26T19:15:36+00:00 ― 6 min read

Machine Learning Fighting Data Poisoning with a New Approach

A method called HINT protects machine learning from harmful data attacks.

2025-09-26T06:29:18+00:00 ― 7 min read

Databases Navigating the Landscape of Big Data Management

A look into the challenges and solutions of Big Data management.

2025-09-26T04:07:06+00:00 ― 6 min read

Computation and Language Adversarial Attacks on Named Entity Recognition Systems

Testing the strength of NER systems using context-aware adversarial examples.

2025-09-26T01:29:06+00:00 ― 6 min read

Information Theory Joint Communications and Sensing: The Future of Mobile Networks

JCAS merges communication and radar for enhanced mobile network performance.

2025-09-25T10:29:39+00:00 ― 5 min read

Cryptography and Security Advancements in Fully Homomorphic Encryption with GPU Technology

New framework enhances performance of encrypted data processing using GPUs.

2025-09-24T23:17:00+00:00 ― 7 min read

Machine Learning Advancements in Certified Robustness for Machine Learning Models

Improving machine learning model security against adversarial attacks through certified robustness.

2025-09-24T18:48:24+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Building a Strong Auditable Register for Data Integrity

A method for creating reliable auditable registers in distributed systems.

2025-09-24T15:46:42+00:00 ― 7 min read

Computer Vision and Pattern Recognition Attacks on Machine Learning Uncertainty Measures

Research reveals vulnerabilities in machine learning models through targeted uncertainty manipulation.

2025-09-24T14:59:18+00:00 ― 6 min read

Machine Learning Strengthening Machine Learning Against Adversarial Attacks

Research combines language and diffusion models to improve defenses against adversarial attacks.

2025-09-24T11:41:48+00:00 ― 5 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 Integrating Quantum Technology with Blockchain Systems

Exploring the potential of quantum technology in enhancing blockchain security and consensus.

2025-09-22T08:19:24+00:00 ― 7 min read

Quantum Physics Advancements in Quantum Communication with Entangled Photons

New hybrid circuits improve secure data transmission using entangled photon pairs.

2025-09-21T03:16:42+00:00 ― 5 min read

Networking and Internet Architecture Assessing QUIC Protocol Performance Under High-Speed Conditions

A look into QUIC's performance enhancements over traditional protocols.

2025-09-20T13:17:30+00:00 ― 4 min read

Cryptography and Security Enhancing FPGA Security in Cloud Computing with AgEncID

AgEncID offers a new method for securing FPGA data in cloud environments.

2025-09-20T11:26:54+00:00 ― 6 min read

Cryptography and Security Enhancing IoT Security with TbDd Framework

TbDd framework improves blockchain security and efficiency for IoT applications.

2025-09-19T14:38:42+00:00 ― 7 min read

Computer Vision and Pattern Recognition Security Risks of Unpaired Training in MedCLIP

Examining backdoor attacks and labeling errors in medical AI models.

2025-09-19T12:56:00+00:00 ― 6 min read

Data Structures and Algorithms Efficient Strategies for Low Degree Function Testing

Investigating resilient algorithms for testing functions amid data loss challenges.

2025-09-19T04:11:07+00:00 ― 5 min read

Machine Learning Vulnerabilities of Graph Neural Networks in Link Prediction

Study reveals backdoor attack risks in GNN link prediction tasks.

2025-09-18T18:37:54+00:00 ― 6 min read

Machine Learning Machine Unlearning: A New Approach to Data Privacy

Learn how machine unlearning helps protect user privacy by removing data influence.

2025-09-18T03:05:42+00:00 ― 6 min read

Machine Learning Enhancing Federated Learning with Relaxed Contrastive Learning

A new approach to improve federated learning performance while ensuring data privacy.

2025-09-18T02:34:06+00:00 ― 7 min read

Cryptography and Security Homomorphic Encryption and Gradient Descent: A Secure Path

A look at how homomorphic encryption aids gradient descent in data security.

2025-09-17T19:30:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancing Defense Against Adversarial Attacks with Diffusion Models

Using diffusion models to improve detection of adversarial examples in machine learning.

2025-09-17T10:54:00+00:00 ― 5 min read

Formal Languages and Automata Theory Understanding String Constraints in Computer Science

A look into string constraints and their importance in software systems.

2025-09-17T02:20:30+00:00 ― 6 min read

Cryptography and Security A New Language for Secure Cloud Computing

Introducing a language to enhance the security of confidential computing in the cloud.

2025-09-16T20:01:18+00:00 ― 8 min read

Computer Vision and Pattern Recognition WAVES: A New Benchmark for Image Watermarking

This study introduces WAVES, a benchmark to evaluate watermarking techniques against various attacks.

2025-09-16T13:42:06+00:00 ― 4 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

Cryptography and Security The Role of Randomness in Cryptography

This paper discusses the importance of randomness in cryptographic systems.

2025-09-14T15:49:23+00:00 ― 5 min read

Machine Learning Improving Neural Network Reliability Through Set-Based Training

New method enhances neural networks against adversarial attacks using set-based inputs.

2025-09-14T05:44:36+00:00 ― 8 min read

Machine Learning CURE: Balancing Adversarial Strength and Accuracy

A new method for improving neural networks' resistance to attacks while maintaining performance.

2025-09-14T05:20:54+00:00 ― 5 min read

Data Structures and Algorithms Effective Communication Through Interactive Coding

Learn how interactive coding enhances secure communication between parties.

2025-09-14T02:16:40+00:00 ― 6 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

Cryptography and Security Addressing the Threat of False Data Injection Attacks in Smart Grids

Exploring challenges and solutions for safeguarding smart grids from data attacks.

2025-09-13T13:40:48+00:00 ― 5 min read

Distributed, Parallel, and Cluster Computing The Role and Importance of Service Level Agreements

Learn about Service Level Agreements and their impact on service quality.

2025-09-13T03:08:48+00:00 ― 5 min read

Machine Learning Improving Data Privacy in Machine Learning Models

This work enhances machine unlearning methods for better data privacy and efficiency.

2025-09-13T00:46:36+00:00 ― 5 min read