Egia: An external gradient inversion attack in federated learning

H Liang, Y Li, C Zhang, X Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Federated learning (FL) has achieved state-of-the-art performance in distributed learning
tasks with privacy requirements. However, it has been discovered that FL is vulnerable to …

Blockchain-based dynamic time-encapsulated data auditing for outsourcing storage

C Zhang, H Xuan, T Wu, X Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Outsourcing storage has emerged as an effective solution to manage the increasing volume
of data. With the popularity of pay-as-you-go payment models in outsourcing storage, data …

Automating ROS2 Security Policies Extraction through Static Analysis

G Zanatta, G Caiazza, P Ferrara… - 2024 IEEE/RSJ …, 2024 - ieeexplore.ieee.org
Cybersecurity in mission-critical robotic applications is a necessity to scale deployments
securely. ROS2 builds upon DDS-Security specs in ROS Client Library (RCL) to implement …

Federated graph transformer with mixture attentions for secure graph knowledge fusions

Z Li, C Li, M Li, L Yang, J Weng - Information Fusion, 2025 - Elsevier
Federated learning offers a framework for collaborative machine learning without
compromising data privacy, an especially critical feature when dealing with sensitive graph …

A Formal Analysis of Data Distribution Service Security

B Wang, H Li, J Guan - Proceedings of the 19th ACM Asia Conference on …, 2024 - dl.acm.org
The Data Distribution Service (DDS) constructs a highly available data transmission
middleware based on the publish-subscribe model, widely used in the Internet of Things …

DDS Security+: Enhancing the Data Distribution Service With TPM-based Remote Attestation

PG Wagner, P Birnstill, J Beyerer - Proceedings of the 19th International …, 2024 - dl.acm.org
The Data Distribution Service (DDS) is a widely accepted industry standard for reliably
exchanging data over the network using a publish-subscribe model. While DDS already …

Inference of access policies through static analysis

G Zanatta, G Caiazza, P Ferrara, L Negrini - International Journal on …, 2025 - Springer
Abstract Robot Operating System 2 (ROS 2) is the de-facto standard framework for
develo** distributed robotic applications. However, ensuring the correctness and security …

ROSec: Intra-Process Isolation for ROS Composition With Memory Protection Keys

J Seo, M Kayondo, J Kang, K Lee… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Robot Operating System (ROS) is a software framework for robotic systems that includes
various packages for develo** robotic applications. Composition is a package that …

[PDF][PDF] Decentralized Information-Flow Control for ROS2

NV Pandya, H Kumar, GM Pillai… - Proceedings of the 31st …, 2024 - csa.iisc.ac.in
ROS2 is a popular publish/subscribe based middleware that allows developers to build and
deploy a widevariety of distributed robotics applications. Unfortunately, ROS2 offers …

Differential Fuzzing for Data Distribution Service Programs with Dynamic Configuration

D Ryu, G Kim, D Lee, S Kim, S Bae, J Rhee… - Proceedings of the 39th …, 2024 - dl.acm.org
Data Distribution Service (DDS) is a distributed network protocol widely used in cyber-
physical systems. DDS provides flexible configurations defined in the formal design …