The itemis blog

Accumulated IT knowledge

Machine Learning, A.I.

The Power of AI-Generated Training Data: Image Recognition With DALL-E

The power of machine learning is undeniable, but anyone who has attempted to train a model from scratch knows that data collection can be a tedious and time-consuming process. Taking tens of thousands of pictures for training data? Ain't nobody got time for that! ...

by Nikolas Rieder

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

ChatGPT's impact on software developers

Paradigm Shift With ChatGPT In recent years, the use of AI in software development has become more widespread, with many large companies incorporating AI technology into their development processes. The main areas where AI is used are code optimization and bug ...

by Nikolas Rieder

7 min. reading time
Software Development

GitHub Actions: Releasing Artifacts Into Maven Central

Usually automating things on GitHub means using GitHub Actions. This is GitHub's analogon to GitLab's CI-scripts and Jenkins' jobs. But how to combine these with Maven to release artifacts into Maven Central?

by Jan Mosig

9 min. reading time
Automotive

Best Practices for Organizing Your TARA Control Catalog

When performing a TARA; threats and controls that should be considered are stored within their corresponding catalog. Unlike the threat catalog that has a variety of different well-defined formatting structures such as STRIDE, MITRE, or Killchains. The control ...

by Matthew Moser

4 min. reading time
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

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