Safety Monitoring of Machine Learning Perception Functions: a Survey
Fuente:
arXiv
Saved in:
| Main Authors: | Ferreira, Raul Sena, Guérin, Joris, Delmas, Kevin, Guiochet, Jérémie, Waeselynck, Hélène |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Safety Monitoring of Machine Learning Perception Functions: A Survey
by: Raul Sena Ferreira, et al.
Published: (2025)
by: Raul Sena Ferreira, et al.
Published: (2025)
Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring
by: Dang, Khoi Tran, et al.
Published: (2024)
by: Dang, Khoi Tran, et al.
Published: (2024)
Quality at the Tail of Machine Learning Inference
by: Yang, Zhengxin, et al.
Published: (2022)
by: Yang, Zhengxin, et al.
Published: (2022)
GPA: Learning GUI Process Automation from Demonstrations
by: Zhao, Zirui, et al.
Published: (2026)
by: Zhao, Zirui, et al.
Published: (2026)
A Survey on the Safety and Security Threats of Computer-Using Agents: JARVIS or Ultron?
by: Chen, Ada, et al.
Published: (2025)
by: Chen, Ada, et al.
Published: (2025)
Explain and Monitor Deep Learning Models for Computer Vision using Obz AI
by: Chung, Neo Christopher, et al.
Published: (2025)
by: Chung, Neo Christopher, et al.
Published: (2025)
Detecting and Characterising Mobile App Metamorphosis in Google Play Store
by: Denipitiyage, D., et al.
Published: (2024)
by: Denipitiyage, D., et al.
Published: (2024)
EdgeFlow: Edge-Map Augmented VLM-Based Flowchart Processing for Industrial Requirements Engineering
by: Dou, Zhifei, et al.
Published: (2026)
by: Dou, Zhifei, et al.
Published: (2026)
Metamorphic Testing for Pose Estimation Systems
by: Duran, Matias, et al.
Published: (2025)
by: Duran, Matias, et al.
Published: (2025)
Training-Free Consistency Pipeline for Fashion Repose
by: Aghilar, Potito, et al.
Published: (2025)
by: Aghilar, Potito, et al.
Published: (2025)
WebCode2M: A Real-World Dataset for Code Generation from Webpage Designs
by: Gui, Yi, et al.
Published: (2024)
by: Gui, Yi, et al.
Published: (2024)
Revisiting Out-of-Distribution Detection in Real-time Object Detection: From Benchmark Pitfalls to a New Mitigation Paradigm
by: Wu, Changshun, et al.
Published: (2025)
by: Wu, Changshun, et al.
Published: (2025)
SVRepair: Structured Visual Reasoning for Automated Program Repair
by: Tang, Xiaoxuan, et al.
Published: (2026)
by: Tang, Xiaoxuan, et al.
Published: (2026)
Extracting Overlapping Microservices from Monolithic Code via Deep Semantic Embeddings and Graph Neural Network-Based Soft Clustering
by: Ziabakhsh, Morteza, et al.
Published: (2025)
by: Ziabakhsh, Morteza, et al.
Published: (2025)
An Architecture-Led Hybrid Report on Body Language Detection Project
by: Tong, Thomson, et al.
Published: (2025)
by: Tong, Thomson, et al.
Published: (2025)
VISTA: An End-to-End Benchmark for Visual Spec-to-Web-App Coding Agents
by: Guo, JunJia, et al.
Published: (2026)
by: Guo, JunJia, et al.
Published: (2026)
BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD
by: Zhang, Haozhe, et al.
Published: (2026)
by: Zhang, Haozhe, et al.
Published: (2026)
Computer Vision Intelligence Test Modeling and Generation: A Case Study on Smart OCR
by: Shu, Jing, et al.
Published: (2024)
by: Shu, Jing, et al.
Published: (2024)
Unifying Runtime Monitoring Approaches for Safety-Critical Machine Learning: Application to Vision-Based Landing
by: Dario, Mathieu, et al.
Published: (2026)
by: Dario, Mathieu, et al.
Published: (2026)
Towards Airborne Object Detection: A Deep Learning Analysis
by: Chatterjee, Prosenjit, et al.
Published: (2026)
by: Chatterjee, Prosenjit, et al.
Published: (2026)
FetaFix: Automatic Fault Localization and Repair of Deep Learning Model Conversions
by: Louloudakis, Nikolaos, et al.
Published: (2023)
by: Louloudakis, Nikolaos, et al.
Published: (2023)
Runtime Failure Hunting for Physics Engine Based Software Systems: How Far Can We Go?
by: Li, Shuqing, et al.
Published: (2025)
by: Li, Shuqing, et al.
Published: (2025)
3D Software Synthesis Guided by Constraint-Expressive Intermediate Representation
by: Li, Shuqing, et al.
Published: (2025)
by: Li, Shuqing, et al.
Published: (2025)
Green Resilience of Cyber-Physical Systems: Doctoral Dissertation
by: Rimawi, Diaeddin
Published: (2025)
by: Rimawi, Diaeddin
Published: (2025)
Towards Making Flowchart Images Machine Interpretable
by: Shukla, Shreya, et al.
Published: (2025)
by: Shukla, Shreya, et al.
Published: (2025)
ML-EcoLyzer: Quantifying the Environmental Cost of Machine Learning Inference Across Frameworks and Hardware
by: Minoza, Jose Marie Antonio, et al.
Published: (2025)
by: Minoza, Jose Marie Antonio, et al.
Published: (2025)
The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Relations
by: Padusinski, Hubert, et al.
Published: (2024)
by: Padusinski, Hubert, et al.
Published: (2024)
Robustness of Object Detection of Autonomous Vehicles in Adverse Weather Conditions
by: Pettersen, Fox, et al.
Published: (2026)
by: Pettersen, Fox, et al.
Published: (2026)
Iterative Assessment and Improvement of DNN Operational Accuracy
by: Guerriero, Antonio, et al.
Published: (2023)
by: Guerriero, Antonio, et al.
Published: (2023)
Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models
by: Baresi, Luciano, et al.
Published: (2024)
by: Baresi, Luciano, et al.
Published: (2024)
BrainLesion Suite: A Flexible and User-Friendly Framework for Modular Brain Lesion Image Analysis
by: Kofler, Florian, et al.
Published: (2025)
by: Kofler, Florian, et al.
Published: (2025)
Diffusion Templates: A Unified Plugin Framework for Controllable Diffusion
by: Duan, Zhongjie, et al.
Published: (2026)
by: Duan, Zhongjie, et al.
Published: (2026)
MIP Candy: A Modular PyTorch Framework for Medical Image Processing
by: Fu, Tianhao, et al.
Published: (2026)
by: Fu, Tianhao, et al.
Published: (2026)
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence
by: Sun, Qiushi, et al.
Published: (2025)
by: Sun, Qiushi, et al.
Published: (2025)
Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems
by: Li, Xinyue, et al.
Published: (2023)
by: Li, Xinyue, et al.
Published: (2023)
BLIP-FusePPO: A Vision-Language Deep Reinforcement Learning Framework for Lane Keeping in Autonomous Vehicles
by: Miangoleh, Seyed Ahmad Hosseini, et al.
Published: (2025)
by: Miangoleh, Seyed Ahmad Hosseini, et al.
Published: (2025)
MAIA: A Collaborative Medical AI Platform for Integrated Healthcare Innovation
by: Bendazzoli, Simone, et al.
Published: (2025)
by: Bendazzoli, Simone, et al.
Published: (2025)
How Smart Is Your GUI Agent? A Framework for the Future of Software Interaction
by: Feng, Sidong, et al.
Published: (2026)
by: Feng, Sidong, et al.
Published: (2026)
Automating Crash Diagram Generation Using Vision-Language Models: A Case Study on Multi-Lane Roundabouts
by: Lu, Xiao, et al.
Published: (2026)
by: Lu, Xiao, et al.
Published: (2026)
GUI Agents for Continual Game Generation
by: Huang, Yixu, et al.
Published: (2026)
by: Huang, Yixu, et al.
Published: (2026)
Similar Items
-
Safety Monitoring of Machine Learning Perception Functions: A Survey
by: Raul Sena Ferreira, et al.
Published: (2025) -
Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring
by: Dang, Khoi Tran, et al.
Published: (2024) -
Quality at the Tail of Machine Learning Inference
by: Yang, Zhengxin, et al.
Published: (2022) -
GPA: Learning GUI Process Automation from Demonstrations
by: Zhao, Zirui, et al.
Published: (2026) -
A Survey on the Safety and Security Threats of Computer-Using Agents: JARVIS or Ultron?
by: Chen, Ada, et al.
Published: (2025)