Fraunhofer Institute for Cognitive Systems IKS

Safe Intelligence

We focus our research on the validation of artificial intelligence for autonomous and distributed applications.

Blog Highlights

These are the highlight articles of our Safe Intelligence Magazine

 

Artificial Intelligence

Why Safety Matters

This article highlights why it is so important to understand that safe AI has less to do with AI itself and much more to do with safety engineering.

 

Autonomous Driving

Searching for the unknown

A solution from Fraunhofer IKS is helping to uncover and predict difficult and unknown situations for autonomous vehicles:

Services by the Fraunhofer Institute for Cognitive Systems IKS

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Dependable Artificial Intelligence

Fraunhofer IKS makes artificial intelligence technology trustworthy and dependable.

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Adaptive Software

Fraunhofer IKS makes embedded systems adaptive and extendable.

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Safety Architectures for AI Systems

Fraunhofer IKS develops safety architectures for artificial intelligence technologies.

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Fault-tolerant Embedded Platforms

Fraunhofer IKS develops fault-tolerant embedded systems.

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Dependable Connected Systems

Fraunhofer IKS develops connected systems that are safe and dependable.

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Flexible Production

Fraunhofer IKS makes sure your production systems are flexible and dependable.

Current topics at the Fraunhofer Institute for Cognitive Systems IKS

Here you will find our upcoming events, current press releases and other news about Fraunhofer IKS in Munich.

 

Virtual Event / October 26 - 29

Fraunhofer Solution Days

At the virtual Fraunhofer Solution Days Philipp Schleiß will present a new approach for validating AI in automated vehicles.

 

Virtual Workshop / 24.11.2020

Safety concept for cloud-based sytems

How can you develop and evaluate dependable cloud-based systems? Learn more in our workshop.

 

Whitepaper

Flexilient End-to-End Architectures

How can we design conntected autonomous systems to simultaneously provide resilience, intelligence and flexibility?

 

Success Story

Continental and Fraunhofer IKS make autonomous vehicles safer

Together with Continental, Fraunhofer IKS was able to create a concept for the dynamic distribution of vehicle functions and develop a technical safety concept that describes an implementation of the identified safety requirements.

 

Safe Intelligence Magazine

These are the latest English articles on our blog:

 

8.10.2020

Uncertainty Estimation in Object Detection – a mission-criticle task

Deep Neural Networks have proven their potential. This applies above all to their use in the laboratory. Their performance in real-world applications leaves a lot to be desired. One major problem is the estimation of uncertainty. A closer look at methods that meet this challenge.

 

27.8.2020

Designing and evaluating dependable cloud-based systems

Addressing the challenges in dependable cloud-based cyber-physical systems of systems (CPSoS) requires new approaches that are automated and efficient enough to shift some of the system’s elements to runtime. To design and evaluate the system architecture, Fraunhofer IKS has developed an iterative and automated process.

 

20.8.2020

Dynamic safety assurance in end-to-end architectures

To determine a system’s dependability, scientists at Fraunhofer IKS are developing an adaptive, dynamic and flexible safety analysis process that overcomes the limitations of current methods.

 

16.7.2020

Cloud-based systems face safety and efficiency challenges

The future will rely on widespread, massively-connected, highly-intelligent systems. To implement this vision, we need dependable cloud-based cyber-physical systems. Research in this direction encounters as many opportunities as challenges. Such systems exist in changing environments and interact with other systems and humans, which requires intelligence, autonomy, safety and adaptability – in fact, conflicting goals. An example of this is autonomous driving.

Fraunhofer Institute for Cognitive Systems IKS

 

Fraunhofer IKS

Hansastraße 32
80686 Munich / Germany

Phone: +49 89/547088-0
Fax: +49 89/547088-220

Current jobs at
Fraunhofer IKS

Have you always wanted to leave your footprints behind and make the world a little safer? Then apply to the Fraunhofer Institute for Cognitive Systems IKS in Munich!

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