Yiannis Papadopoulos

1. SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure
   2020/05/27 by Koorosh Aslansefat, Aslansefat, Koorosh, Ioannis Sorokos +7 · 4 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. Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations
   2023/11/13 by Koorosh Aslansefat, Mojgan Hashemian, Aslansefat, Koorosh +9 · 5 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning
3. SafeLLM: Domain-Specific Safety Monitoring for Large Language Models: A Case Study of Offshore Wind Maintenance
   2024/10/06 by Connor Walker, Walker, Connor, Callum Rothon +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
4. Dynamic system safety analysis in HiP-HOPS with Petri Nets and Bayesian Networks
   2018/02/08 by Sohag Kabir, Martin Walker, Yiannis Papadopoulos · 1 citation
   Computer Science · Decision Sciences · Engineering · #Risk and Safety Analysis #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research