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Blockchain is a decentralized transaction and data management solution, the technological weapon-of-choice behind the success of Bitcoin and other cryptocurrencies. As the number and variety of existing blockchain implementations continues…

密码学与安全 · 计算机科学 2018-12-24 Martin Garriga , Maximiliano Arias , Alan De Renzis

Smart contracts are regarded as one of the most promising and appealing notions in blockchain technology. Their self-enforcing and event-driven features make some online activities possible without a trusted third party. Nevertheless,…

密码学与安全 · 计算机科学 2021-02-16 Bin Hu , Zongyang Zhang , Jianwei Liu , Yizhong Liu , Jiayuan Yin , Rongxing Lu , Xiaodong Lin

This work aims to show the applicability, and how, of privacy by design approach to biometric systems and the benefit of using formal methods to this end. Starting from a general framework that has been introduced at STM in 2014, that…

密码学与安全 · 计算机科学 2017-03-03 Julien Bringer , Herve Chabanne , Daniel Le Metayer , Roch Lescuyer

Standard security protocols like SSL, TLS, IPSec etc. have high memory and processor consumption which makes all these security protocols unsuitable for resource constrained platforms such as Internet of Things (IoT). Blockchain (BC) finds…

密码学与安全 · 计算机科学 2019-09-10 Rourab Paul , Nimisha Ghosh , Suman Sau , Amlan Chakrabarti , Prasant Mahapatra

Nowadays, open standards for self-sovereign identity and access management enable portable solutions that are following the requirements of IoT systems. This paper proposes a blockchain-based identity and access management system for IoT --…

密码学与安全 · 计算机科学 2022-01-04 Montassar Naghmouchi , Hella Kaffel , Maryline Laurent

This paper investigates a paradigm for offering artificial intelligence as a service (AI-aaS) on software-defined infrastructures (SDIs). The increasing complexity of networking and computing infrastructures is already driving the…

机器学习 · 计算机科学 2019-07-15 Saeedeh Parsaeefard , Iman Tabrizian , Alberto Leon-Garcia

Biometric recognition, or simply biometrics, is the use of biological attributes such as face, fingerprints or iris in order to recognize an individual in an automated manner. A key application of biometrics is authentication; i.e., using…

分布式、并行与集群计算 · 计算机科学 2017-10-26 Veeru Talreja , Terry Ferrett , Matthew C. Valenti , Arun Ross

In the standard privacy-preserving Machine learning as-a-service (MLaaS) model, the client encrypts data using homomorphic encryption and uploads it to a server for computation. The result is then sent back to the client for decryption. It…

密码学与安全 · 计算机科学 2025-04-29 Luke Sperling , Sandeep S. Kulkarni

In this work, we propose a privacy-preservation framework, TradeChain, which decouples the trade events of participants using decentralised identities. TradeChain adopts the Self-Sovereign Identity (SSI) principles and makes the following…

密码学与安全 · 计算机科学 2021-05-25 Sidra Malik , Naman Gupta , Volkan Dedeoglu , Salil S. Kanhere , Raja Jurdak

Artificial Intelligence frameworks should allow for ever more autonomous and general systems in contrast to very narrow and restricted (human pre-defined) domain systems, in analogy to how the brain works. Self-constructive Artificial…

神经与进化计算 · 计算机科学 2025-03-24 Fernando J. Corbacho

Artificial Intelligence (AI) technologies have been developed rapidly, and AI-based systems have been widely used in various application domains with opportunities and challenges. However, little is known about the architecture decisions…

软件工程 · 计算机科学 2022-12-29 Beiqi Zhang , Tianyang Liu , Peng Liang , Chong Wang , Mojtaba Shahin , Jiaxin Yu

Blockchain enables novel, trustworthy Process-Aware Information Systems (PAISs) by enforcing the security, robustness, and traceability of operations. In particular, transparency ensures that all information exchanges are openly accessible,…

密码学与安全 · 计算机科学 2025-11-07 Alessandro Marcelletti , Edoardo Marangone , Michele Kryston , Claudio Di Ciccio

Centralized identity management systems continuously experience security and privacy challenges, motivating the exploration of Decentralized Identity (DI) and Self-Sovereign Identity (SSI) as alternatives. Despite privacy and security…

软件工程 · 计算机科学 2026-03-26 Daria Schumm , Burkhard Stiller

Unlike cryptocurrency transactions in bitcoin that are stored indefinitely, the data of certain applications like IoT have finite-lifetime. In this context, one of the recent research works proposed LiTiChain - a new architecture for…

密码学与安全 · 计算机科学 2020-05-05 Shravan Garlapati

Edge Intelligence (EI) serves as a critical enabler for privacy-preserving systems by providing AI-empowered computation and distributed caching services at the edge, thereby minimizing latency and enhancing data privacy. The integration of…

密码学与安全 · 计算机科学 2026-01-09 Anum Nawaz , Hafiz Humza Mahmood Ramzan , Xianjia Yu , Zhuo Zou , Tomi Westerlund

5G communications proposed significant improvements over 4G in terms of efficiency and security. Among these novelties, the 5G Network Slicing seems to have a prominent role: deploy multiple virtual network slices, each providing a…

密码学与安全 · 计算机科学 2020-11-02 Xavier Salleras , Vanesa Daza

Foundation models including large language models (LLMs) are increasingly attracting interest worldwide for their distinguished capabilities and potential to perform a wide variety of tasks. Nevertheless, people are concerned about whether…

软件工程 · 计算机科学 2024-02-23 Yue Liu , Qinghua Lu , Liming Zhu , Hye-Young Paik

In the last years, identity management solutions on blockchain were proposed as a possible solution to the digital identity management problem. However, they are still at an early stage and further research needs to be done to conclude…

密码学与安全 · 计算机科学 2020-04-29 Andreea-Elena Panait , Ruxandra F. Olimid , Alin Stefanescu

Function-as-a-Service (FaaS) offers a streamlined cloud computing paradigm, but existing centralized systems suffer from vendor lock-in and single points of failure. We propose DeFaaS, a decentralized FaaS system leveraging blockchain…

软件工程 · 计算机科学 2024-04-15 Rabimba Karanjai , Lei Xu , Lin Chen , Nour Diallo , Weidong Shi

Software-Defined Networking (SDN) separates the network control plane and data plane, which provides a network-wide view with centralized control (in the control plane) and programmable network configuration for data plane injected by SDN…

密码学与安全 · 计算机科学 2019-06-12 Weng Jiasi , Weng Jian , Liu Jia-Nan , Zhang Yue