Debus, Pascal

1. A Comparative Analysis of Adversarial Robustness for Quantum and Classical Machine Learning Models
   2024/04/24 by Wendlinger, Maximilian, Tscharke, Kilian, Debus, Pascal · 5 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
2. Towards Efficient Quantum Anomaly Detection: One-Class SVMs using Variable Subsampling and Randomized Measurements
   2023/12/14 by Michael Kölle, Kölle, Michael, Afrae Ahouzi +9 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
3. Quantum Support Vector Regression for Robust Anomaly Detection
   2025/05/02 by Tscharke, Kilian, Wendlinger, Maximilian, Issel, Sebastian +1 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
4. Quantum Autoencoder for Multivariate Time Series Anomaly Detection
   2025/04/24 by Kilian Tscharke, Tscharke, Kilian, Maximilian Wendlinger +11 · 1 citation
   Computer Science · Economics, Econometrics and Finance · #Anomaly Detection Techniques and Applications #Complex Systems and Time Series Analysis #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Time Series Analysis and Forecasting