Jacky

Jacky

Automation of Threat Analysis  and Risk Assessment (TARA) using Artificial Intelligence 

1. Motivation for TARA Automation  The Threat Analysis and Risk Assessment (TARA) is a mandatory and essential work product of the cybersecurity lifecycle defined by the standard ISO/SAE 21434 for road vehicles.   Typically, TARA activities are performed manually by cybersecurity engineers – a time-consuming task that may result in incomplete or incorrect results. Furthermore, the task of performing TARA depends on the individual viewpoint of…

SMArDT: Lessons from Developing a Holistic MBSE Approach in Automotive Engineering 

The complexity of modern automotive systems is unprecedented. Vehicles today integrate mechanical components, electronics, and software into tightly coupled cyber-physical systems. This evolution challenges traditional development methods, which often rely on discipline-specific processes and document-based workflows. These approaches struggle to maintain consistency, traceability,…

Engineering Analytics Reloaded:  The Power of Hybrid Modeling 

In today’s data-driven landscape, Engineering Analytics is reshaping the way we design, validate, and optimize complex systems. As outlined in our previous newsletter, Engineering Analytics is an interdisciplinary engineering approach that combines technical domain and data science expertise. This integration fosters a collaborative framework where both fields enhance each other’s capabilities. A…

Engineering Analytics and the Power of Digital Twins: Designing Smarter, Simulating Better 

In today’s data-driven world, Engineering Analytics is transforming how we design, test, and optimize complex systems. As described in our last newsletter, Engineering Analytics represents an interdisciplinary approach that integrates technical domain expertise with advanced data science methodologies in a way that allows both to work in an…

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