The video presents the initial version of the smart industry demonstrator, where Deep Learning is used for speech recognition. Santer Reply, responsible for this this use case, realized, using the ALOHA toolflow, an embedded keyword spotting system to control a robot without relying on a cloud backend.
Video by Cristina Chesta, Santer Reply.
SINNOVA is the most important Sardinian exhibition dedicated to innovation, organized every year in Cagliari (Italy). More than 150 exhibitors, among innovative ICT companies, universities, investors, present their products and the results of their research activities.
UNICA and Pluribus One presented their research activities and the goals of the ALOHA project at the 7thrd edition of SINNOVA (Cagliari, Italy, October 3-4, 2019).
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Cyber-physical systems are complex and autonomous ensembles of different components that directly cooperate to offer smart and adaptive functionalities. They are composed of sensors, actuators, and processing components that are deeply entangled: they constantly exchange information and actively interact with the external environment. So they are increasingly used in a variety of applications with a growing market. CPS summer school was targeted at students, research scientists, and R&D experts from academia and industry, who wanted to learn about CPS engineering and applications.
ALOHA participated through several actions at the 3rd edition of the CPS School (Alghero, Italy, September 23-27, 2019).
On September 25th, day of the school dedicated to “Modelling and Programming”, a session was dedicated to a practical Tutorial on the technologies developed in the context of the ALOHA Project.
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This web demo, developed with the support of European Union’s ALOHA project Horizon 2020 Research and Innovation programme, allows the user to evaluate the security level of a neural network against worst-case input perturbation. Adding this specifically designed perturbation is used by attackers to create adversarial examples and perform evasion attacks by feeding them to the network causing it to fail the classification. In order to defend a system we first need to evaluate the effectiveness of the attacks. During the security evaluation process, the network is tested against increasing levels of perturbation, and its accuracy is tracked down in order to create a security evaluation curve. This curve, showing the drop in accuracy with respect to the maximum perturbation allowed for the input, can be directly used by the model designer to compare different networks and countermeasures.
The ALOHA consortium organizes its first workshop dedicated to topics covered in the project development, such as Deep learning, Embedded systems, Security of Deep learning architectures. Speakers from Italy, Switzerland and Austria will share their expert knowledge and provide information about ALOHA tool development. The event is organized and hosted by SCCH - Software Competence Center Hagenberg GmbH and will take place in Linz, Austria on February 7th, 2019.
VISION is the world’s leading trade fair for machine vision. The who’s who in the machine vision industry meets in Stuttgart and presents an incomparable range of products and services: from sensors to processors, from cables to cameras, from software to illumination systems. However, complete machine vision systems and very specific applications for many different industries are exhibited – from mechanical engineering and the automotive industry through to the medical technology industry and many, many more industries besides.
During VISION 2018.(Messe Stuttgart, Germany, November 6-8), IridaLabs presented the ALOHA architecture and the project's first research findings.
Wild Patterns is a Tutorial on Adversarial Machine Learning, periodically held by Pluribus One during several top conferences and events on machine learning and computer vision. The secure machine-learning algorithms and the related security assessment procedures defined within the ALOHA project have been presented by Battista Biggio and Fabio Roli during several editions of the tutorial, within these events: Winter School on Quantitative Systems Biology: Learning and Artificial Intelligence (Trieste, Italy, November 15-16); ACM CCS 2018, 25th ACM Conference on Computer and Communications Security (Toronto, Canada, October 15-19); ECCV 2018, European Conference on Computer Vision (Munich, Germany, September 8-14); EUSIPCO 2018, 26th European Signal Processing Conference (Rome, Italy, September 3-7). Slides and videos of the editions of the Tutorial are available in this article.
In our previous blog entry "ALOHA in the press (January 2018)" we collected a list of articles and blog posts related to the ALOHA's kick off meeting.
In this new post we share our media coverage during the last months of project (February-June).
This list includes articles in German, Italian, English, French, Chinese.
Marco Comastri, President & General Manager of CA Technologies EMEA, was an invited speaker at the Digital Convergence Day, Milan, June 20, 2018. He talked about “Big Data Analytics and Artificial Intelligence at the center of the strategies to improve customer experience and increase business efficiency”, presenting ALOHA as one of the strategies that CA Technologies is following in that matter.
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