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Information, Volume 14, Issue 1

January 2023 - 56 articles

Cover Story: Contemporary malware detection techniques are no longer considered as sufficient to detect modern mobile malware. To improve detection, machine learning (ML)-based algorithms have been brought to the foreground. However, applying ML techniques for predicting malware is a cumbersome process. In this context, the current work investigates the use of ML algorithms for mobile malware detection in a more holistic manner. Specifically, it explores the performance of nearly thirty different supervised and semi-supervised ML algorithms, including a DNN model. It conducts a comparative analysis in terms of prediction accuracy and other relevant key metrics, proceeds with hyperparameter tuning using the Optuna framework, and enables the SHAP framework to reveal the features that affect the prediction of malware. View this paper
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Articles (56)

  • Article
  • Open Access
20 Citations
4,363 Views
26 Pages

A Method for UWB Localization Based on CNN-SVM and Hybrid Locating Algorithm

  • Zefu Gao,
  • Yiwen Jiao,
  • Wenge Yang,
  • Xuejian Li and
  • Yuxin Wang

12 January 2023

In this paper, aiming at the severe problems of UWB positioning in NLOS-interference circumstances, a complete method is proposed for NLOS/LOS classification, NLOS identification and mitigation, and a final accurate UWB coordinate solution through th...

  • Article
  • Open Access
2,532 Views
31 Pages

The Faceted and Exploratory Search for Test Knowledge

  • Marco Franke,
  • Klaus-Dieter Thoben and
  • Beate Ehrhardt

11 January 2023

Heterogeneous test processes concerning test goals and test script languages are an integral part of mechatronic systems development in supply chains. Here, test cases are written in a multitude of different test script languages. The translation bet...

  • Article
  • Open Access
3 Citations
2,127 Views
14 Pages

11 January 2023

We consider the storage–retrieval rate trade-off in private information retrieval (PIR) systems using a Shannon-theoretic approach. Our focus is mostly on the canonical two-message two-database case, for which a coding scheme based on random co...

  • Article
  • Open Access
27 Citations
19,908 Views
14 Pages

Drivers and Outcomes of Digital Transformation: The Case of Public Sector Services

  • Fotis Kitsios,
  • Maria Kamariotou and
  • Archelaos Mavromatis

10 January 2023

Governments are altering how they operate to enhance the provision of public services, be more successful and efficient in their plans, and accomplish goals such as greater transparency, interoperability, and citizen pleasure. There are, however, lim...

  • Article
  • Open Access
16 Citations
6,928 Views
12 Pages

9 January 2023

Penang Youth Development Corporation took the “Penang Young Digital Talent Program” initiative to bridge the gap between Malaysian youth’s current digital skills and emerging technologies market demands. The program comprises differ...

  • Article
  • Open Access
128 Citations
9,958 Views
21 Pages

Deep Learning Approach for SDN-Enabled Intrusion Detection System in IoT Networks

  • Rajasekhar Chaganti,
  • Wael Suliman,
  • Vinayakumar Ravi and
  • Amit Dua

9 January 2023

Owing to the prevalence of the Internet of things (IoT) devices connected to the Internet, the number of IoT-based attacks has been growing yearly. The existing solutions may not effectively mitigate IoT attacks. In particular, the advanced network-b...

  • Article
  • Open Access
13 Citations
4,159 Views
19 Pages

9 January 2023

Location-Aware Beamforming (LAB) in Ultra-Dense Networks (UDN) is a breakthrough technology for 5G New Radio (NR) and Beyond 5G (B5G) millimeter wave (mmWave) communication. Directional links with narrow antenna half-power beamwidth (HPBW) and massiv...

  • Article
  • Open Access
2,613 Views
28 Pages

9 January 2023

Information security issues have triggered both academic and practical circles to think about operation management and the sustainable development of information systems. Based on the theory of framing effect, this study constructs a theoretical mode...

  • Article
  • Open Access
33 Citations
7,300 Views
22 Pages

Virtual Reality and Spatial Augmented Reality for Social Inclusion: The “Includiamoci” Project

  • Valerio De Luca,
  • Carola Gatto,
  • Silvia Liaci,
  • Laura Corchia,
  • Sofia Chiarello,
  • Federica Faggiano,
  • Giada Sumerano and
  • Lucio Tommaso De Paolis

9 January 2023

Extended Reality (XR) technology represents an innovative tool to address the challenges of the present, as it allows for experimentation with new solutions in terms of content creation and its fruition by different types of users. The potential to m...

  • Article
  • Open Access
7 Citations
5,165 Views
19 Pages

Case Study of Multichannel Interaction in Healthcare Services

  • Ailton Moreira,
  • Júlio Duarte and
  • Manuel Filipe Santos

7 January 2023

A multichannel interaction service is a practice whereby organizations communicate and interact with their existing customers and potential new customers through different channels. This article presents a brief case study of multichannel interaction...

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Information - ISSN 2078-2489Creative Common CC BY license