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A decision tree is an easy-to-understand tool that has been widely used for classification tasks. On the one hand, due to privacy concerns, there has been an urgent need to create privacy-preserving classifiers that conceal the user's input…

密码学与安全 · 计算机科学 2025-05-06 Andrew Quijano , Spyros T. Halkidis , Kevin Gallagher , Kemal Akkaya , Nikolaos Samaras

Generating keys and keeping them secret is critical in secure communications. Due to the "open-air" nature, key distribution is more susceptible to attacks in wireless communications. An ingenious solution is to generate common secret keys…

密码学与安全 · 计算机科学 2012-08-06 Jizhong Zhao , Wei Xi , Jinsong Han , Shaojie Tang , Xiangyang Li , Yunhao Liu , Yihong Gong , Zehua Zhou

Many techniques for privacy-preserving data mining (PPDM) have been investigated over the past decade. Often, the entities involved in the data mining process are end-users or organizations with limited computing and storage resources. As a…

密码学与安全 · 计算机科学 2014-12-16 Bharath K. Samanthula , Fang-Yu Rao , Elisa Bertino , Xun Yi , Dongxi Liu

With the rapid advancement of wireless network technology, usage of WSN in real time applications like military, forest monitoring etc. found increasing. Generally WSN operate in an unattended environment and handles critical data.…

密码学与安全 · 计算机科学 2013-11-14 Chandra Sekhar Vorugunti , Mrudula Sarvabhatla

With the wide adoption of large-scale Internet services and big data, the cloud has become the ideal environment to satisfy the ever-growing storage demand, thanks to its seemingly limitless capacity, high availability and faster access…

网络与互联网体系结构 · 计算机科学 2015-09-07 Amina Mseddi , Mohammad Ali Salahuddin , Mohamed Faten Zhani , Halima Elbiaze , Roch H. Glitho

This study proposes a mechanism for encrypting SD-JWT (Selective Disclosure JSON Web Token) Disclosures using Attribute-Based Encryption (ABE) to enable flexible access control on the basis of the Verifier's attributes. By integrating…

密码学与安全 · 计算机科学 2025-05-15 Shigenori Ohashi

Using public cloud services for storing and sharing confidential data requires end users to cryptographically protect both the data and the access to the data. In some cases, the identity of end users needs to remain confidential against…

密码学与安全 · 计算机科学 2020-04-07 Stefan Contiu , Sébastien Vaucher , Rafael Pires , Marcelo Pasin , Pascal Felber , Laurent Réveillère

Nowadays, in the big data era, social networks, graph databases, knowledge graphs, electronic commerce etc. demand efficient and scalable capability to process an ever increasing volume of graph-structured data. To meet the challenge, two…

分布式、并行与集群计算 · 计算机科学 2019-01-10 Xiaole Wen , Shuai Zhang , Haihang You

Advances in Wireless Sensor Network Technology (WSN) have provided the availability of small and low-cost sensor with capability of sensing various types of physical and environmental conditions, data processing and wireless communication.…

网络与互联网体系结构 · 计算机科学 2013-06-04 S. Ganesh , R. Amutha

We present sec-cs, a hash-table-like data structure for file contents on untrusted storage that is both secure and storage-efficient. We achieve authenticity and confidentiality with zero storage overhead using deterministic authenticated…

密码学与安全 · 计算机科学 2016-06-13 Dominik Leibenger , Christoph Sorge

Advances in Wireless Sensor Network (WSN) have provided the availability of small and low-cost sensors with the capability of sensing various types of physical and environmental conditions, data processing, and wireless communication. Since…

网络与互联网体系结构 · 计算机科学 2017-08-16 S. Ganesh

The rapid deployment of deep neural network (DNN) accelerators in safety-critical domains such as autonomous vehicles, healthcare systems, and financial infrastructure necessitates robust mechanisms to safeguard data confidentiality and…

密码学与安全 · 计算机科学 2026-02-25 Wei Xuan , Zihao Xuan , Rongliang Fu , Ning Lin , Kwunhang Wong , Zikang Yuan , Lang Feng , Zhongrui Wang , Tsung-Yi Ho , Yuzhong Jiao , Luhong Liang

We study the problem of optimizing data storage and access costs on the cloud while ensuring that the desired performance or latency is unaffected. We first propose an optimizer that optimizes the data placement tier (on the cloud) and the…

SmartNICs are increasingly deployed in datacenters to offload tasks from server CPUs, improving the efficiency and flexibility of datacenter security, networking and storage. Optimizing cloud server efficiency in this way is critically…

WSNs are vital in a variety of applications, including environmental monitoring, industrial process control, and healthcare. WSNs are a network of spatially scattered and dedicated sensors that monitor and record the physical conditions of…

网络与互联网体系结构 · 计算机科学 2024-06-17 Garapati Venkata Krishna Rayalu , Paleti Nikhil Chowdary , Manish Nadella , Dabbara Harsha , Pingali Sathvika , B. Ganga Gowri

Constrained devices in IoT networks often require to outsource resource-heavy computations or data processing tasks. Currently, most of those jobs are done in the centralised cloud. However, with rapidly increasing number of devices and…

密码学与安全 · 计算机科学 2018-07-18 Michał Król , Ioannis Psaras

In cloud storage systems with a large number of servers, files are typically not stored in single servers. Instead, they are split, replicated (to ensure reliability in case of server malfunction) and stored in different servers. We analyze…

分布式、并行与集群计算 · 计算机科学 2018-07-09 Avishek Ghosh , Kannan Ramchandran

Limited resources (such as energy, computing power, storage, and so on) make it impractical for wireless sensor networks (WSNs) to deploy traditional security schemes. In this paper, a hierarchical key management scheme is proposed on the…

密码学与安全 · 计算机科学 2015-12-16 Shuaiqi Hu

Wearable devices can offer services to individuals and the public. However, wearable data collected by cloud providers may pose privacy risks. To reduce these risks while maintaining full functionality, healthcare systems require solutions…

密码学与安全 · 计算机科学 2024-03-20 Khlood Jastaniah , Ning Zhang , Mustafa A. Mustafa

Cloud computing facilitates the access of applications and data from any location by a distributed storage system. Erasure codes offer better data replication technique with reduced storage costs for more reliability. This paper considers…

信息论 · 计算机科学 2021-02-04 Srujan Teja Thomdapu , Ketan Rajawat