Eric Sax

Orcid: 0000-0003-2567-2340

According to our database1, Eric Sax authored at least 151 papers between 1995 and 2024.

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Bibliography

2024
Combining Cyber Security Intelligence to Refine Automotive Cyber Threats.
ACM Trans. Priv. Secur., May, 2024

Hybrid Anomaly Detection in Time Series by Combining Kalman Filters and Machine Learning Models.
Sensors, May, 2024

A numerical verification method for multi-class feed-forward neural networks.
Expert Syst. Appl., 2024

Adversarial and Reactive Traffic Agents for Realistic Driving Simulation.
CoRR, 2024

Navigating Dimensionality through State Machines in Automotive System Validation.
CoRR, 2024

Behavior Forests: Real-Time Discovery of Dynamic Behavior for Data Selection.
CoRR, 2024

GOOSE: Goal-Conditioned Reinforcement Learning for Safety-Critical Scenario Generation.
CoRR, 2024

CLIPping the Limits: Finding the Sweet Spot for Relevant Images in Automated Driving Systems Perception Testing.
CoRR, 2024

The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Circumstances.
CoRR, 2024

Towards Scenario Retrieval of Real Driving Data with Large Vision-Language Models.
Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems, 2024

On-Demand Triple Modular Redundancy for Automotive Applications.
Proceedings of the IEEE International Systems Conference, 2024

Connected Vehicle: Ontology, Taxonomy and Use Cases.
Proceedings of the IEEE International Systems Conference, 2024

An Orchestrator for the Dynamic Extension of Automotive E/E Architectures to the Cloud.
Proceedings of the Service-Oriented Computing - 18th Symposium and Summer School, 2024

Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Co-simulate no more: The CARLA V2X Sensor.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Comparison of Dimension Reduction Methods for Multivariate Time Series Pattern Recognition.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

UNCOVER: Data-Driven Design Support through Continuous Monitoring of Security Incidents.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Influential Factors on Drivetrain Consumption in Electric City Buses and Assessing the Optimization Potentials.
Proceedings of the 13th International Conference on Data Science, 2024

2023
EfficientPPS: Part-aware Panoptic Segmentation of Transparent Objects for Robotic Manipulation.
CoRR, 2023

Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets.
CoRR, 2023

Exploring the Range of Possible Outcomes by means of Logical Scenario Analysis and Reduction for Testing Automated Driving Systems.
CoRR, 2023

Multi-layer Approach for Energy Consumption Optimization in Electric Buses.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Adaptive Cybersecurity Monitoring for Resilient Vehicular Architectures.
Proceedings of the IEEE Vehicular Networking Conference, 2023

Deep Reinforcement Learning Based Energy Management Strategy in Fuel Cell Range Extender Buses.
Proceedings of the 14th IEEE Annual Ubiquitous Computing, 2023

Ontology for Vehicle Function Distribution.
Proceedings of the IEEE International Systems Conference, 2023

A Model-Based Approach to Automotive Feature Development for Updates and Upgrades.
Proceedings of the IEEE International Conference on Service-Oriented System Engineering, 2023

Distributed Voters for Automotive Applications.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Inverse Universal Traffic Quality - a Criticality Metric for Crowded Urban Traffic Scenes.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

1001 Ways of Scenario Generation for Testing of Self-driving Cars: A Survey.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Reducing Computer Vision Dataset Size via Selective Sampling.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Clustering-based Criticality Analysis for Testing of Automated Driving Systems.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Focus on the Challenges: Analysis of a User-friendly Data Search Approach with CLIP in the Automotive Domain.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Generation of Adversarial Trajectories using Reinforcement Learning to Test Motion Planning Algorithms.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Enhancing CARLA Traffic Simulation with Pedestrian Animation for Testing Perception Functions in Automated Driving.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Gap Analysis of ISO/SAE 21434 - Improving the Automotive Cybersecurity Engineering Life Cycle.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

A Review of Scenario Similarity Measures for Validation of Highly Automated Driving.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Fleet in the Loop: An Open Source approach for design and test of resilient vehicle architectures.
Proceedings of the 15th IEEE International Symposium on Autonomous Decentralized System, 2023

Evolutionary Behavior Tree Generation for Dynamic Scenario Creation in Testing of Automated Driving Systems.
Proceedings of the 7th International Conference on System Reliability and Safety, 2023

Continuous Safety Assessment of Updated Supervised Learning Models in Shadow Mode.
Proceedings of the 20th International Conference on Software Architecture, 2023

Plug-and-Play Feature for Automotive Camera Sensors Using ReCoIN Model With Smart Configuration.
Proceedings of the 12th International Conference on Control, 2023

Automotive Software Partitioning: A Production-Centric Perspective.
Proceedings of the 4th European Symposium on Software Engineering, 2023

Ontology-Based Service Composition for Interoperable and Modular Medical Devices.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Improving the Validation of Automotive Self-Learning Systems through the Synergy of Scenario-Based Testing and Metamorphic Relations.
Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, 2023

2022
A Mixed E/E-Architecture for Interconnected Operating Tables Inspired by the Automotive Industry.
J. Medical Robotics Res., December, 2022

Generic Patterns for Intrusion Detection Systems in Service-Oriented Automotive and Medical Architectures.
J. Cybersecur. Priv., September, 2022

A Fully Automated Methodology for the Selection and Extraction of Energy-Relevant Features for the Energy Consumption of Battery Electric Vehicles.
SN Comput. Sci., 2022

Fingerprint of a Traffic Scene: an Approach for a Generic and Independent Scene Assessment.
CoRR, 2022

A Taxonomy for Quality in Simulation-Based Development and Testing of Automated Driving Systems.
IEEE Access, 2022

Lifecycle Management of Automotive Safety-Critical Over the Air Updates: A Systems Approach.
IEEE Access, 2022

An Efficient Strategy for Testing ADAS on HiL Test Systems with Parallel Condition-based Assessments.
Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems, 2022

An Application of Scenario Exploration to Find New Scenarios for the Development and Testing of Automated Driving Systems in Urban Scenarios.
Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems, 2022

A Data-driven Energy Estimation based on the Mixture of Experts Method for Battery Electric Vehicles.
Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems, 2022

Towards a Scenario Database from Recorded Driving Data with Regular Expressions for Scenario Detection.
Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems, 2022

Automation Potentials in Public Transport based on a Depot Model.
Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems, 2022

Towards an Ontology That Reconciles the Operational Design Domain, Scenario-based Testing, and Automated Vehicle Architectures.
Proceedings of the IEEE International Systems Conference, 2022

Building a Test Bed for the Periodical Technical Inspection of Sensors Perceiving the Environment in Autonomous Vehicles.
Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops, 2022

Security Assessment Prospects as Part of Vehicle Regulations.
Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops, 2022

Scalable Data Set Distillation for the Development of Automated Driving Functions.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Architecture platforms for future vehicles: a comparison of ROS2 and Adaptive AUTOSAR.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Development of a self-learning automotive comfort function: an adaptive gesture control with few-shot-learning.
Proceedings of the International Conference on Connected Vehicle and Expo, 2022

A Comparison of Architecture Paradigms for Dynamic Reconfıgurable Automotive Networks.
Proceedings of the International Conference on Connected Vehicle and Expo, 2022

Context-aware vehicle and fleet security combining a Knowledge Graph and an object-oriented model.
Proceedings of the International Conference on Connected Vehicle and Expo, 2022

Use of Deep Learning Methods for People Counting in Public Transport.
Proceedings of the International Conference on Connected Vehicle and Expo, 2022

Adaptive application development and integration process for modern automotive software.
Proceedings of the ICCTA 2022: 8th International Conference on Computer Technology Applications, Kapfenberg, Austria, May 12, 2022

Maneuver-based Visualization of Similarities between Recorded Traffic Scenarios.
Proceedings of the 11th International Conference on Data Science, 2022

2021
Model-based resource analysis and synthesis of service-oriented automotive software architectures.
Softw. Syst. Model., 2021

Context-Aware Security for Vehicles and Fleets: A Survey.
IEEE Access, 2021

Automatic Generation of Critical Test Cases for the Development of Highly Automated Driving Functions.
Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

Feature-based Analysis of the Energy Consumption of Battery Electric Vehicles.
Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, 2021

Capturing the Variety of Urban Logical Scenarios from Bird-view Trajectories.
Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, 2021

Time Series Segmentation for Driving Scenario Detection with Fully Convolutional Networks.
Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, 2021

Collection of Requirements and Model-based Approach for Scenario Description.
Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, 2021

Dynamic Reconfiguration of Automotive Architectures Using a Novel Plug-and-Play Approach.
Proceedings of the IEEE Intelligent Vehicles Symposium Workshops, 2021

Trajectory-Based Clustering of Real-World Urban Driving Sequences with Multiple Traffic Objects.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Optimizing test-set diversity: Trajectory clustering for scenario-based testing of automated driving systems.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Virtual Verification of E/E Architectures for Secure Automated Driving Functions.
Proceedings of the IEEE International Symposium on Systems Engineering, 2021

Extension of Contracts for Variability Modeling and Incremental Update Checks of Cyber Physical Systems.
Proceedings of the IEEE International Symposium on Systems Engineering, 2021

Adaptive test case selection for DNN-based perception functions.
Proceedings of the IEEE International Symposium on Systems Engineering, 2021

CAGEN - Context-Action Generation for Testing Self-learning Functions.
Proceedings of the Human Interaction, Emerging Technologies and Future Applications IV - Proceedings of the 4th International Conference on Human Interaction and Emerging Technologies: Future Applications (IHIET, 2021

Intelligent Control of HVAC Systems in Electric Buses.
Proceedings of the Human Interaction, Emerging Technologies and Future Applications IV - Proceedings of the 4th International Conference on Human Interaction and Emerging Technologies: Future Applications (IHIET, 2021

Introduction of an Algorithm Based on Convolutional Neural Networks for an Automated Online Correction of Braided Cardiovascular Implants.
Proceedings of the Human Interaction, Emerging Technologies and Future Applications IV - Proceedings of the 4th International Conference on Human Interaction and Emerging Technologies: Future Applications (IHIET, 2021

Acceptance of Smart Automated Comfort Functionalities in Vehicles.
Proceedings of the Human Interaction, Emerging Technologies and Future Applications IV - Proceedings of the 4th International Conference on Human Interaction and Emerging Technologies: Future Applications (IHIET, 2021

ICARUS - Incremental Design and Verification of Software Updates in Safety-Critical Product Lines.
Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

2020
An Overview of Automotive Service-Oriented Architectures and Implications for Security Countermeasures.
IEEE Access, 2020

Development and Implementation of a Concept for the Meta Description of Highway Driving Scenarios with Focus on Interactions of Road Users.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

Qualitative Feature Assessment for Longitudinal and Lateral Control-features.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

Map Attribute Validation using Historic Floating Car Data and Anomaly Detection Techniques.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

Evolutionary Algorithms to Generate Test Cases for Safety and IT-Security in Automotive Systems.
Proceedings of the IEEE International Systems Conference, 2020

Linking Intrusion Detection System Information and System Model to Redesign Security Architecture.
Proceedings of the IEEE International Systems Conference, 2020

Flow-based Aggregation of CAN Frames with Compressed Payload.
Proceedings of the IEEE International Conference on Smart Computing, 2020

SceML: a graphical modeling framework for scenario-based testing of autonomous vehicles.
Proceedings of the MoDELS '20: ACM/IEEE 23rd International Conference on Model Driven Engineering Languages and Systems, 2020

Development Processes in Automotive Service-oriented Architectures.
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Variability-Aware Process Extension for Updating Cyber Physical Systems Over the Air.
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Evaluation of Deep Reinforcement Learning Algorithms for Autonomous Driving.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

A Process Reference Model for the Virtual Application of Predictive Control Features.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

TalkyCars: A Distributed Software Platform for Cooperative Perception.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Integration of ROS communication interfaces in a model-based tool for the description of AUTOSAR-compliant electrical/electronic architectures (E/E-A) in vehicle development.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Semantic Comparison of Driving Sequences by Adaptation of Word Embeddings.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

A Taxonomy and Survey on Validation Approaches for Automated Driving Systems.
Proceedings of the IEEE International Symposium on Systems Engineering, 2020

An Architecture-based Modeling Approach Using Data Flows for Zone Concepts in Industry 4.0.
Proceedings of the IEEE International Symposium on Systems Engineering, 2020

Leveraging Regular Expressions for Flexible Scenario Detection in Recorded Driving Data.
Proceedings of the IEEE International Symposium on Systems Engineering, 2020

A Proactive Context-Aware Recommender System for In-Vehicle Use.
Proceedings of the ICVISP 2020: 4th International Conference on Vision, 2020

Anomaly Detection for Automotive Diagnostic Applications Based on N-Grams.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019
CAN Radar: Sensing Physical Devices in CAN Networks based on Time Domain Reflectometry.
Proceedings of the 2019 IEEE Vehicular Networking Conference, 2019

Training and Validation Methodology for Range Estimation Algorithms.
Proceedings of the 5th International Conference on Vehicle Technology and Intelligent Transport Systems, 2019

Logical Scenario Derivation by Clustering Dynamic-Length-Segments Extracted from Real-World-Driving-Data.
Proceedings of the 5th International Conference on Vehicle Technology and Intelligent Transport Systems, 2019

Autonomous Driving of Commercial Vehicles within Cordoned Off Terminals.
Proceedings of the 5th International Conference on Vehicle Technology and Intelligent Transport Systems, 2019

Automated Driving - Challenges for the Automotive Industry in Product Development with Focus on Process Models and Organizational Structure.
Proceedings of the 2019 IEEE International Systems Conference, 2019

Model-Driven Design of Tools for Multi-Domain Systems with Loosely Coupled Metamodels.
Proceedings of the 2019 IEEE International Systems Conference, 2019

Virtual Test Environment for Efficient Verification of Software Updates for Variant-Rich Automotive Systems.
Proceedings of the 2019 IEEE International Systems Conference, 2019

Anomaly Detection for Advanced Driver Assistance Systems Using Online Feature Selection.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Integration of Attribute-based Access Control into Automotive Architectures.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

A Driving Scenario Representation for Scalable Real-Data Analytics with Neural Networks.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Trade-off analysis using synthetic training data for neural networks in the automotive development process.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Model-based Variant Management in Automotive Systems Engineering.
Proceedings of the International Symposium on Systems Engineering, 2019

Towards Design and Verification of Evolving Cyber Physical Systems Using Contract-Based Methodology.
Proceedings of the International Symposium on Systems Engineering, 2019

A cross-domain functional safety approach of System of Systems on example Valet Parking.
Proceedings of the International Symposium on Systems Engineering, 2019

An Evolutionary Approach to Hyper-Parameter Optimization of Neural Networks.
Proceedings of the Human Interaction and Emerging Technologies, 2019

Using Machine Learning to Optimize Energy Consumption of HVAC Systems in Vehicles.
Proceedings of the Human Interaction and Emerging Technologies, 2019

Automated Function Assessment in Driving Scenarios.
Proceedings of the 12th IEEE Conference on Software Testing, Validation and Verification, 2019

Evaluation of feature selection for anomaly detection in automotive E/E architectures.
Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, 2019

Continuous Software Engineering of Innovative Automotive Functions: An Industrial Perspective.
Proceedings of the IEEE International Conference on Software Architecture Companion, 2019

Integrating Static Code Analysis Toolchains.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

2018
Improving Range Prediction of Battery Electric Vehicles by Periodical Calculation of Driver Parameters based on Real Driving Data.
Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems, 2018

Isolation Forest for Anomaly Detection in Raw Vehicle Sensor Data.
Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems, 2018

An Extended Hybrid Anomaly Detection System for Automotive Electronic Control Units Communicating via Ethernet - Efficient and Effective Analysis using a Specification- and Machine Learning-based Approach.
Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems, 2018

A multi-objective optimization approach for analysing and architecting system of systems.
Proceedings of the 2018 Annual IEEE International Systems Conference, 2018

Model-based validation and testing of industry 4.0 plants.
Proceedings of the 2018 Annual IEEE International Systems Conference, 2018

Estimating the Uniqueness of Test Scenarios derived from Recorded Real-World-Driving-Data using Autoencoders.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Virtual Test Method for Complex and Variant-Rich Automotive Systems.
Proceedings of the 2018 IEEE International Conference on Vehicular Electronics and Safety, 2018

Viewpoint-Based Methodology for Adaption of Automotive E/E-Architectures.
Proceedings of the 2018 IEEE International Conference on Software Architecture Companion, 2018

An Empirical Study on the Current and Future Challenges of Automotive Software Release and Configuration Management.
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018

Digitalization in automotive and industrial systems.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017
A Taxonomy and Systematic Approach for Automotive System Architectures - From Functional Chains to Functional Networks.
Proceedings of the 3rd International Conference on Vehicle Technology and Intelligent Transport Systems, 2017

Classification of Automotive Electric/Electronic Features and the Consequent Hierarchization of the Logical System Architecture - From Functional Chains to Functional Networks.
Proceedings of the Smart Cities, Green Technologies, and Intelligent Transport Systems, 2017

Testing Security of Embedded Software Through Virtual Processor Instrumentation.
Proceedings of the Online Engineering & Internet of Things, 2017

GPS-independent localization for off-road vehicles using ultra-wideband (UWB).
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Automatic Defect Detection by One-Class Classification on Raw Vehicle Sensor Data.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

Test scenario selection for system-level verification and validation of geolocation-dependent automotive control systems.
Proceedings of the International Conference on Engineering, Technology and Innovation, 2017

Identifikation von Fahrszenarien während einer virtuellen Testfahrt.
Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

2016
Cloud-based Design and Virtual Prototyping Environment for Embedded Systems.
Int. J. Online Eng., 2016

Model based scenario specification for development and test of automated driving functions.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

2009
Testen von Elektronik in der Automobilindustrie - von der ausführbaren Spezifikation bis zum automatisierten Test im Fahrzeug.
Proceedings of the Software Engineering 2009: Fachtagung des GI-Fachbereichs Softwaretechnik 02.-06.03. 2009 in Kaiserslautern, 2009

Funktionaler Softwaretest für aktive Fahrerassistenzsysteme mittels parametrierter Szenario-Simulation.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

2008
Testing Automotive System Prototypes Far before Driving on the Proving Ground.
Proceedings of the 19th IEEE/IFIP International Symposium on Rapid System Prototyping: RSP 2009, 2008

2004
Multiparadigm modeling in embedded systems design.
IEEE Trans. Control. Syst. Technol., 2004

2002
Seamless Testing of Embedded Control Systems.
Proceedings of the 3rd Latin American Test Workshop, 2002

2000
Beitrag zur entwurfsbegleitenden Validierung und Verifikation elektronischer Mixed-Signal-Systeme
PhD thesis, 2000

Design and Simulation of Heterogeneous Embedded Systems.
Proceedings of the 13th Annual Symposium on Integrated Circuits and Systems Design, 2000

Knowledge sharing across organizational boundaries with application to distributed engineering processes.
Proceedings of the Challenges of Information Technology Management in the 21st Century, 2000

1995
Integrated Design Process Support with VHDL-A.
Proceedings of the EUROSIM'96, 1995


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