Ergo, SMIRK is Safe: A Safety Case for a Machine Learning Component in a
Pedestrian Automatic Emergency Brake System

Ergo, SMIRK is Safe: A Safety Case for a Machine Learning Component in a Pedestrian Automatic Emergency Brake System

16 April 2022

Jens Henriksson

Olof Lennartsson

Elias Sonnsjo Lonegren

Piotr Tomaszewski

S. Sathyamoorthy

Sebastian Brink

Papers citing "Ergo, SMIRK is Safe: A Safety Case for a Machine Learning Component in a Pedestrian Automatic Emergency Brake System"

9 / 9 papers shown

Title
A Systematic Literature Review on Safety of the Intended Functionality for Automated Driving Systems Milin Patel Rolf Jung M. Khatun 67 0 0 04 Mar 2025
GDFlow: Anomaly Detection with NCDE-based Normalizing Flow for Advanced Driver Assistance System Kangjun Lee Minha Kim Youngho Jun Simon S. Woo 36 1 0 09 Sep 2024
EOL: Transductive Few-Shot Open-Set Recognition by Enhancing Outlier Logits Mateusz Ochal Massimiliano Patacchiola Malik Boudiaf Sen Wang 27 0 0 04 Aug 2024
Comparing Optical Flow and Deep Learning to Enable Computationally Efficient Traffic Event Detection with Space-Filling Curves Tayssir Bouraffa Elias Kjellberg Carlson Erik Wessman Ali Nouri Pierre Lamart Christian Berger 16 0 0 15 Jul 2024
System Safety Monitoring of Learned Components Using Temporal Metric Forecasting Sepehr Sharifi Andrea Stocco Lionel C. Briand AI4TS 40 1 0 21 May 2024
Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification Ruben Grewal Paolo Tonella Andrea Stocco 40 10 0 29 Apr 2024
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets Jens Henriksson C. Berger Stig Ursing Markus Borg OODD 14 2 0 30 Jan 2024
Connected Dependability Cage Approach for Safe Automated Driving Adina Aniculaesei I. Aslam Daniel Bamal Felix Helsch Andreas Vorwald Meng Zhang Andreas Rausch 12 0 0 12 Jul 2023
Machine Learning Testing in an ADAS Case Study Using Simulation-Integrated Bio-Inspired Search-Based Testing M. H. Moghadam Markus Borg Mehrdad Saadatmand Seyed Jalaleddin Mousavirad M. Bohlin B. Lisper 13 10 0 22 Mar 2022