by admin | Mar 14, 2025 | Compositional Analysis, AI
Two papers from TUDA – Technische Universität Darmstadtreceived Distinguished Paper Awards at the NDSSSymposium 2025, one of the top four security conferences worldwide:✅ Rieger et al., SafeSplit: A Novel Defense Against Client-Side Backdoor Attacks in Split...
by admin | Mar 14, 2025 | AI, Kubernetes
TU Darmstadt (TUD) contributes to the ACES project by analyzing security risks and developing novel approaches to ensure the security and robustness of ACES systems against the ever-increasing cyber threats in edge-cloud services. Our innovative solutions have been...
by admin | Mar 14, 2025 | Autopoietic, AI
The Cognitive Framework is a platform designed to equip edge data centers (EMDCs) with autopoietic capabilities, allowing them to self-maintain and dynamically manage resources. HIRO plays a crucial role in this process by selecting the most suitable machine learning...
by admin | Mar 14, 2025 | AI, Cloud Computing, Infrastructure
With MARTEL primarily focusing on providing the workflow management service that is implemented via Prefect Orchestration. This component orchestrates and executes microservices as workflows, enabling modular and scalable application development. In ACES, it leverages...
by admin | Mar 14, 2025 | Predictive modelling, AI
Partners from UPM are working on the providing the sub- component that is responsible for graph queries and time series databases, building and analysing graphs using machine learning for anomaly detection, predictive modelling, and root cause failure analysis. This...
by admin | Mar 14, 2025 | cognitive computing, AI
The Cognitive Engine employs a self-hyperparameter tuning subcomponent to iteratively optimize complex black-box functions in a decentralized manner. In ACES, this enables the efficient configuration of swarming algorithms, with Python-based software that includes...
