The itemis blog

Accumulated IT knowledge

Machine Learning, A.I.

Optimizing AI workflows: Streamlining machine learning operations for increased project value

If you've ever worked on a machine learning project in an industry setting, you're likely aware of the significant technical debt that often plagues such projects. Over the years, the machine learning community has pushed the boundaries of the state-of-the-art in ...

by Ario Giancarlo Cecchettini

12 min. reading time
Cyber security, Automotive

Customizing Threat Catalogs With itemis SECURE: Optimizing TARA Processes With STRIDE and MITRE Frameworks in Automotive

The threat catalog contains all of the threats that should be considered within the TARA process. There are some established formats for the threat catalog such as STRIDE or MITRE; and these can be incorporated within itemis SECURE. Additionally, itemis SECURE ...

by Matthew Moser

6 min. reading time
A.I., Requirements Engineering

5 New Proven and Effective Ways How NLP Can Empower Requirements Engineering

Requirements management can be a challenging and time-consuming task in large systems-engineering projects. From elicitation to management, setting up a quality requirements framework can take more than a year. However, even after finalizing this essential phase, ...

by Ario Giancarlo Cecchettini

10 min. reading time
Embedded

Embedded Linux From Developers Point of View

Overview Embedded Linux is a subset of the Linux kernel that is optimized for embedded applications. Embedded Linux is a clear choice when your code base increases the superloop and you have to take care of several ISRs (Interrupt Service Routines) spreading all ...

by Awais Khan

6 min. reading time
Machine Learning, A.I.

Scaling Your Business With Language Technology and AI: A Non-Technical Guide

In this article, I will discuss language technology and robotic process automation, their interaction, and how they can provide business value with three practical examples. The explanation will be in terms that can be easily understood by non-technical business ...

by Ario Giancarlo Cecchettini

10 min. reading time
Machine Learning, A.I.

The Rise of Large Language Models ~ Part 2: Model Attacks, Exploits, and Vulnerabilities

Large Language Models (LLMs) like ChatGPT have the potential to revolutionize the way we access information and build software. However, the integration of these models with software also poses some risks that need to be addressed. In this blog post, we will ...

by Rafael Tappe Maestro

5 min. reading time
Machine Learning, A.I.

The Rise of Large Language Models ~ Part 1: Impact on Power, Privacy, and Security

It's been two months since OpenAI released its latest large language model, ChatGPT, and it's already making waves in the tech world. ChatGPT presents itself as a tool for translation, information retrieval, poetry, essays, and program code, but it has the ...

by Rafael Tappe Maestro

3 min. reading time
Machine Learning, A.I.

Optimizing Requirements Engineering and Documentation Through NLP and AI: Streamlining the Process

Natural language processing (NLP) is a subfield of artificial intelligence (AI) that is being used in an increasing number of applications. These include making research in fields such as law and medicine more efficient, automatically extracting and retrieving ...

by Ario Giancarlo Cecchettini

10 min. reading time
Software Development, Language Engineering

An Introduction to Modeling and Language Engineering – Part 2

Now that the basics of modeling have been covered in Part 1, we can look at something else that itemis does regularly to solve tricky problems: Language Engineering.

by Dirk Leopold

9 min. reading time
Software Development, Language Engineering

An Introduction to Modeling and Language Engineering – Part 1

The new year is already in full swing and therefore many people are also focusing on New Year's resolutions, as well as many other exciting projects. Occasionally, you should perhaps allow yourself a change. So how about playing? You heard right, playing! As a ...

by Dirk Leopold

7 min. reading time

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