Jonas Nüßlein

NISQ-Ready Community Detection Based on Separation-Node Identification

2023 · Mathematics

The analysis of network structure is essential to many scientific areas ranging from biology to sociology. As the computational task of clustering these networks into partitions, i.e., solving the community detection problem, is generally NP-hard, …

Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection

2024

Anomaly detection in Endpoint Detection and Response (EDR) is a critical task in cybersecurity programs of large companies.With rapidly growing amounts of data and the omnipresence of zero-day attacks, manual and rule-based detection techniques are …