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Since the advent of the Internet of Things (IoT), exchanging vast amounts of information has increased the number of security threats in networks. As a result, intrusion detection based on deep learning (DL) has been developed to achieve…

密码学与安全 · 计算机科学 2023-06-07 Caihong Wang , Du Xu , Zonghang Li , Dusit Niyato

With the widespread of Artificial Intelligence (AI)- enabled security applications, there is a need for collecting heterogeneous and scalable data sources for effectively evaluating the performances of security applications. This paper…

密码学与安全 · 计算机科学 2020-10-19 Nour Moustafa , Mohiuddin Ahmed , Sherif Ahmed

In the Internet of Things (IoT) devices are exposed to various kinds of attacks when connected to the Internet. An attack detection mechanism that understands the limitations of these severely resource-constrained devices is necessary. This…

密码学与安全 · 计算机科学 2017-01-25 Nidhi Rastogi , James Hendler

In recent years, cognitive Internet of Things (CIoT) has received considerable attention because it can extract valuable information from various Internet of Things (IoT) devices. In CIoT, truth discovery plays an important role in…

密码学与安全 · 计算机科学 2018-04-09 Chuan Zhang , Liehuang Zhu , Chang Xu , Kashif Sharif , Xiaojiang Du , Mohsen Guizani

The Internet of things (IoT) has become an integral part of our life at both work and home. However, these IoT devices are prone to vulnerability exploits due to their low cost, low resources, the diversity of vendors, and proprietary…

密码学与安全 · 计算机科学 2019-04-12 Noga Agmon , Asaf Shabtai , Rami Puzis

Ethereum has become one of the primary global platforms for cryptocurrency, playing an important role in promoting the diversification of the financial ecosystem. However, the relative lag in regulation has led to a proliferation of…

密码学与安全 · 计算机科学 2024-07-03 Jiajun Zhou , Xuanze Chen , Shengbo Gong , Chenkai Hu , Chengxiang Jin , Shanqing Yu , Qi Xuan

In the Internet of Things (IoT) domain, devices need a platform to transact seamlessly without a trusted intermediary. Although Distributed Ledger Technologies (DLTs) could provide such a platform, blockchains, such as Bitcoin, were not…

网络与互联网体系结构 · 计算机科学 2021-07-15 Andrew Cullen , Pietro Ferraro , William Sanders , Luigi Vigneri , Robert Shorten

Although Hierarchical Federated Learning (HFL) utilizes edge servers (ESs) to alleviate communication burdens, its model performance will be degraded by non-IID data and limited communication resources. Current works often assume that data…

计算机科学与博弈论 · 计算机科学 2024-05-02 Jianfeng Lu , Yue Chen , Shuqin Cao , Longbiao Chen , Wei Wang , Yun Xin

The emergence of small computing devices and the integration of processing units into everyday objects has made lightweight cryptography an essential part of the security landscape. Conventional cryptographic algorithms such as AES, RSA,…

密码学与安全 · 计算机科学 2026-02-17 Mohsin Khan , Elisavet Kozyri , Håvard Dagenborg

Collaborative fraud, where multiple fraudulent accounts coordinate to exploit online payment systems, poses significant challenges due to the formation of complex network structures. Traditional detection methods that rely solely on…

机器学习 · 计算机科学 2025-12-23 Chi Liu

The security of image data in the Internet of Things (IoT) and edge networks is crucial due to the increasing deployment of intelligent systems for real-time decision-making. Traditional encryption algorithms such as AES and RSA are…

密码学与安全 · 计算机科学 2025-05-02 Muhammad Shahbaz Khan , Ahmed Al-Dubai , Jawad Ahmad , Nikolaos Pitropakis , Baraq Ghaleb

This study introduces a robust solution for the detection of Distributed Denial of Service (DDoS) attacks in Internet of Things (IoT) systems, leveraging the capabilities of Graph Convolutional Networks (GCN). By conceptualizing IoT devices…

密码学与安全 · 计算机科学 2024-03-15 Arvin Hekmati , Bhaskar Krishnamachari

The Internet of Things (IoT) is a futuristic technology that promises to connect tons of devices via the internet. As more individuals connect to the internet, it is believed that communication will generate mountains of data. IoT is…

密码学与安全 · 计算机科学 2023-03-28 Ntebatseng Mahlake , Topside E. Mathonsi , Tonderai Muchenje , Deon Du Plessis

The successful deployment of the Internet of Things (IoT) applications relies heavily on their robust security, and lightweight cryptography is considered an emerging solution in this context. While existing surveys have been examining…

密码学与安全 · 计算机科学 2025-12-29 Arsalan Vahi

Collaborative graph analysis across multiple institutions is becoming increasingly popular. Realistic examples include social network analysis across various social platforms, financial transaction analysis across multiple banks, and…

密码学与安全 · 计算机科学 2024-06-03 Shang Liu , Yang Cao , Takao Murakami , Weiran Liu , Seng Pei Liew , Tsubasa Takahashi , Jinfei Liu , Masatoshi Yoshikawa

In this thesis, a novel lightweight hybrid encryption algorithm named SEPAR is proposed, featuring a 16-bit block length and a 128-bit initialization vector. The algorithm is designed specifically for application in Internet of Things (IoT)…

密码学与安全 · 计算机科学 2025-05-15 Arsalan Vahi , Mirkamal Mirnia

SEPAR is a lightweight cryptographic algorithm, designed to implement on resource-constrained devices especially those employed in IoT environments. Meanwhile, the mixed structure design of cipher leads to speed improvement while…

密码学与安全 · 计算机科学 2021-06-25 Arsalan Vahi , Mirkamal Mirnia

Sophisticated malware families exploit the openness of the Android platform to infiltrate IoT networks, enabling large-scale disruption, data exfiltration, and denial-of-service attacks. This systematic literature review (SLR) examines…

密码学与安全 · 计算机科学 2025-09-16 Shama Maganur , Yili Jiang , Jiaqi Huang , Fangtian Zhong

The rapid proliferation of Industrial Internet of Things (IIoT) systems necessitates advanced, interpretable, and scalable intrusion detection systems (IDS) to combat emerging cyber threats. Traditional IDS face challenges such as high…

密码学与安全 · 计算机科学 2025-01-09 Muhammet Anil Yagiz , Polat Goktas

The pervasive need to safely share and store information between devices calls for the replacement of centralized trust architectures with the decentralized ones. Distributed Ledger Technologies (DLTs) are seen as the most promising enabler…

分布式、并行与集群计算 · 计算机科学 2019-03-06 Pietro Danzi , Anders E. Kalør , René B. Sørensen , Alexander K. Hagelskjær , Lam D. Nguyen , Čedomir Stefanović , Petar Popovski