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Information, Volume 13, Issue 2

February 2022 - 59 articles

Cover Story: The use of adversarial attacks against authentication systems causes the accuracy of such systems to be substantially reduced, despite the complexity of generating a competitive example. As part of this study a white-box adversarial attack was carried out on an authentication system. The basis of the authentication system is a neural network perceptron, trained on a dataset of frequency signatures of sign. For an attack on an atypical dataset the following results were obtained: with an attack intensity of 25% the authentication system availability decreases to 50% for a particular user; with a further increase in the attack intensity the accuracy decreases to 5%. View this paper.
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Articles (59)

  • Article
  • Open Access
28 Citations
6,303 Views
15 Pages

Architecture of a Hybrid Video/Optical See-through Head-Mounted Display-Based Augmented Reality Surgical Navigation Platform

  • Marina Carbone,
  • Fabrizio Cutolo,
  • Sara Condino,
  • Laura Cercenelli,
  • Renzo D’Amato,
  • Giovanni Badiali and
  • Vincenzo Ferrari

8 February 2022

In the context of image-guided surgery, augmented reality (AR) represents a ground-breaking enticing improvement, mostly when paired with wearability in the case of open surgery. Commercially available AR head-mounted displays (HMDs), designed for ge...

  • Article
  • Open Access
9 Citations
4,977 Views
24 Pages

9 February 2022

Currently, remote work is common, and this trend has come to several areas and processes, such as education and teaching. Regarding higher education, universities have several challenges to overcome, the most challenging being transforming teaching t...

  • Article
  • Open Access
1 Citations
3,295 Views
15 Pages

8 February 2022

Audio classification algorithms for hearing aids require excellent classification accuracy. To achieve effective performance, we first present a novel supervised method, involving a spectral entropy-based magnitude feature with a random forest classi...

  • Article
  • Open Access
7 Citations
3,526 Views
14 Pages

Security Service Function Chain Based on Graph Neural Network

  • Wei Li,
  • Haomin Wang,
  • Xiaoliang Zhang,
  • Dingding Li,
  • Lijing Yan,
  • Qi Fan,
  • Yuan Jiang and
  • Ruoyu Yao

7 February 2022

With the rapid development and wide application of cloud computing, security protection in cloud environment has become an urgent problem to be solved. However, traditional security service equipment is closely coupled with the network topology, so i...

  • Article
  • Open Access
3,779 Views
12 Pages

Adversarial Attacks Impact on the Neural Network Performance and Visual Perception of Data under Attack

  • Yakov Usoltsev,
  • Balzhit Lodonova,
  • Alexander Shelupanov,
  • Anton Konev and
  • Evgeny Kostyuchenko

5 February 2022

Machine learning algorithms based on neural networks are vulnerable to adversarial attacks. The use of attacks against authentication systems greatly reduces the accuracy of such a system, despite the complexity of generating a competitive example. A...

  • Article
  • Open Access
2 Citations
4,289 Views
17 Pages

HIV Patients’ Tracer for Clinical Assistance and Research during the COVID-19 Epidemic (INTERFACE): A Paradigm for Chronic Conditions

  • Antonella Cingolani,
  • Konstantina Kostopoulou,
  • Alice Luraschi,
  • Aristodemos Pnevmatikakis,
  • Silvia Lamonica,
  • Sofoklis Kyriazakos,
  • Chiara Iacomini,
  • Francesco Vladimiro Segala,
  • Giulia Micheli and
  • Cristina Seguiti
  • + 6 authors

5 February 2022

The health emergency linked to the SARS-CoV-2 pandemic has highlighted problems in the health management of chronic patients due to their risk of infection, suggesting the need of new methods to monitor patients. People living with HIV/AIDS (PLWHA) r...

  • Article
  • Open Access
12 Citations
4,320 Views
15 Pages

5 February 2022

With the rapid development of the internet of things, there are more and more end devices, such as wearable devices, USVs and intelligent automobiles, connected to the internet. These devices tend to require large amounts of computing resources with...

  • Article
  • Open Access
38 Citations
7,446 Views
29 Pages

4 February 2022

Digital media have changed the way educational instructions are designed. Learning environments addressing different presentation modes, sensory modalities and realities have evolved, with augmented reality (AR) as one of the latest developments in w...

  • Article
  • Open Access
7 Citations
4,896 Views
24 Pages

3 February 2022

Context: In a social coding platform such as GitHub, a pull-request mechanism is frequently used by contributors to submit their code changes to reviewers of a given repository. In general, these code changes are either to add a new feature or to fix...

  • Article
  • Open Access
5 Citations
3,285 Views
13 Pages

3 February 2022

Co-prime linear arrays (CLAs) provide an additional degree of freedom (DOF) with a limited number of physical sensors, and thus help to improve the resolution of direction of arrival (DOA) estimation algorithms. However, the DOF of traditional CLA is...

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Information - ISSN 2078-2489