4 papers
Towards Global Multi-Cloud Strategies: Insights into AWS and Alibaba Cloud Synergy
Martin G. Zizler, Malte PrieÃ, Christoph P. Neumann
Multi-cloud strategies are increasingly adopted by modern enterprises to improve agility and resilience and to reduce vendor lock-in. Integrating workloads across providers, such a…
A Cloud-Native Architecture for Human-in-Control LLM-Assisted OpenSearch in Investigative Settings
Benjamin Puhani, Kai Brehmer, Malte PrieÃ
Complex criminal investigations are often hindered by large volumes of unstructured evidence and by the semantic gap between natural language investigative intent and technical sea…
Graph of Effort: Quantifying Risk of AI Usage for Vulnerability Assessment
Anket Mehra, Andreas AÃmuth, Malte PrieÃ
With AI-based software becoming widely available, the risk of exploiting its capabilities, such as high automation and complex pattern recognition, could significantly increase. An…
Improving Applicability of Deep Learning based Token Classification models during Training
Anket Mehra, Malte PrieÃ, Marian Himstedt
This paper shows that further evaluation metrics during model training are needed to decide about its applicability in inference. As an example, a LayoutLM-based model is trained f…