Koorosh Aslansefat

1. SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure
   2020/05/27 by Koorosh Aslansefat, Ioannis Sorokos, Aslansefat, Koorosh +7 · 3 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Security and Resilience
2. Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring
   2022/07/11 by Al-Harith Farhad, Ioannis Sorokos, Farhad, Al-Harith +9 · 2 citations
   Computer Science · Engineering · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Software Reliability and Analysis Research
3. StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures
   2022/06/17 by Mohammed Naveed Akram, Akram, Mohammed Naveed, Akshatha Ambekar +7 · 2 citations
   Computer Science · Decision Sciences · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Software Reliability and Analysis Research
4. SafeLLM: Domain-Specific Safety Monitoring for Large Language Models: A Case Study of Offshore Wind Maintenance
   2024/10/06 by Connor Walker, Callum Rothon, Walker, Connor +7 · 3 citations
   Decision Sciences · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Occupational Health and Safety Research #Risk and Safety Analysis
5. Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations
   2023/11/13 by Koorosh Aslansefat, Aslansefat, Koorosh, Mojgan Hashemian +9 · 3 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning
6. Scope Compliance Uncertainty Estimate
   2023/12/17 by Al-Harith Farhad, Ioannis Sorokos, Farhad, Al-Harith +7 · 2 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Software Reliability and Analysis Research
7. Runtime Uncertainty Monitoring for LLM-Based Multi-Agent Systems Using Bayesian Networks
   2026/07/28 by Bart Custers, Koorosh Aslansefat
   #cs.AI