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Ahmed Hammam
Christoph Krauß
Christoph Stiller
Didier Stricker
Dustin Kern
Frank Bonarens
Frank Kargl
Jingquan Ge
Korbinian Hagn
Nils Weiss
Oliver Grau
René Schuster
Sarah Syed-Winkler
Sebastian Pape 0001
Seyed Eghbal Ghobadi
Sheikh Mahbub Habib
Stefan Katzenbeisser 0001
Timm Lauser
Yang Liu
Yuekang Li
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analysis
attacks
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automotive
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CSCS (cscs2)
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Viewing Publication 1 - 63 from 63
2024
Achieving the Safety and Security of the End-to-End AV Pipeline
Noah T. Curran
,
Minkyoung Cho
,
Ryan Feng
,
Liangkai Liu
,
Brian Jay Tang
,
Pedram MohajerAnsari
,
Alkim Domeke
,
Mert D. Pesé
,
Kang G. Shin
.
cscs2 2024
:
13-24
[doi]
SecPol: Enabling Security Policy Control in Vehicle Networks using Intrusion Detection and Hardware Trust
Florian Fenzl
,
Jonathan Stancke
,
Christian Plappert
,
Roland Rieke
,
Felix Clemens Gail
,
Theo Dimitrakos
,
Hussein Joumaa
.
cscs2 2024
:
25-38
[doi]
Proceedings of the 2024 on Cyber Security in CarS Workshop, CSCS 2024, Salt Lake City, UT, USA, October 14-18, 2024
Mario Fritz
,
Christoph Krauß
,
Hans-Joachim Hof
, editors,
ACM,
2024.
[doi]
AI-Driven Intrusion Detection Systems (IDS) on the ROAD Dataset: A Comparative Analysis for Automotive Controller Area Network (CAN)
Lorenzo Guerra
,
Linhan Xu
,
Paolo Bellavista
,
Thomas Chapuis
,
Guillaume Duc
,
Pavlo Mozharovskyi
,
Van Tam Nguyen
.
cscs2 2024
:
39-49
[doi]
(Un)authenticated Diagnostic Services: A Practical Evaluation of Vulnerabilities in the UDS Authentication Service
Timm Lauser
,
Gideon Munoz Molto
,
Christoph Krauß
.
cscs2 2024
:
50-60
[doi]
Classification, Impact, and Mitigation Strategies of Attacks in Automotive Trust Management Systems
Marco Michl
,
Hans-Joachim Hof
,
Stefan Katzenbeisser 0001
.
cscs2 2024
:
61-75
[doi]
V2X Misbehavior in Decentralized Notification Basic Service: Considerations for Standardization
Jean Philippe Monteuuis
,
Jonathan Petit
,
Cong Chen
,
Soumya Das
,
Mohammad Nekoui
,
Seung Yang
.
cscs2 2024
:
76-84
[doi]
Revisiting Automotive Threat Analysis by Leveraging the Elements of the Threat Landscape
Alexander Åström
.
cscs2 2024
:
1-12
[doi]
2023
A Systematic Approach for Automotive Privacy Management
Sebastian Pape 0001
,
Sarah Syed-Winkler
,
Armando Miguel Garcia
,
Badreddine Chah
,
Anis Bkakria
,
Matthias Hiller
,
Tobias Walcher
,
Alexandre Lombard
,
Abdeljalil Abbas-Turki
,
Reda Yaich
.
cscs2 2023
:
[doi]
Evaluation of Free and Open Source Tools for Automated Software Composition Analysis
Laura Bottner
,
Artur Hermann
,
Jeremias Eppler
,
Thomas Thüm
,
Frank Kargl
.
cscs2 2023
:
[doi]
Proceedings of the 7th ACM Computer Science in Cars Symposium, CSCS 2023, Darmstadt, Germany, 5 December 2023
Björn Brücher
,
Christoph Krauß
,
Mario Fritz
,
Hans-Joachim Hof
,
Oliver Wasenmüller
, editors,
ACM,
2023.
[doi]
VALERIE22 - A photorealistic, richly metadata annotated dataset of urban environments
Oliver Grau
,
Korbinian Hagn
.
cscs2 2023
:
[doi]
Computing an Automotive Cybersecurity Maturity Level Assessment Programme
Patrick Grümer
,
Pedro Brandão
.
cscs2 2023
:
[doi]
From TARA to Test: Automated Automotive Cybersecurity Test Generation Out of Threat Modeling
Stefan F. Marksteiner
,
Christoph Schmittner
,
Korbinian Christl
,
Dejan Nickovic
,
Mikael Sjödin
,
Marjan Sirjani
.
cscs2 2023
:
[doi]
Monitoring Automotive Software Security Health through Trustworthiness Score
Etienne Sapin
,
Suraj Menon
,
Jingquan Ge
,
Sheikh Mahbub Habib
,
Maurice Heymann
,
Yuekang Li
,
Rene Palige
,
Gabriel Byman
,
Yang Liu
.
cscs2 2023
:
[doi]
Enabling Secure Communication for Automotive Endpoint-ECUs through Lightweight-Cryptography
Friedrich Wiemer
,
Alexander Zeh
.
cscs2 2023
:
[doi]
VATT&EK: Formalization of Cyber Attacks on Intelligent Transport Systems - a TTP based approach for Automotive and Rail
Ali Recai Yekta
,
Dominik Spychalski
,
Erhan Yekta
,
Cenk Yekta
,
Stefan Katzenbeisser 0001
.
cscs2 2023
:
[doi]
Security Analysis and Challenges of a Modular Vehicle Fleet
Michael Zohner
,
Kristijan Lazeski
.
cscs2 2023
:
[doi]
2022
Computer Science in Cars Symposium, CSCS 2022, Ingolstadt, Germany, 8 December 2022
Björn Brücher
,
Christoph Krauß
,
Mario Fritz
,
Hans-Joachim Hof
,
Oliver Wasenmüller
, editors,
ACM,
2022.
[doi]
Challenges and Directions for Automated Driving Security
David Förster
,
Thomas Bruckschlögl
,
Jason Lee Omer
,
Tom Schipper
.
cscs2 2022
:
[doi]
More Secure Collaborative APIs resistant to Flush-Based Cache Attacks on Cortex-A9 Based Automotive System
Jingquan Ge
,
Yuekang Li
,
Yaowen Zheng
,
Yang Liu
,
Sheikh Mahbub Habib
.
cscs2 2022
:
[doi]
Increasing pedestrian detection performance through weighting of detection impairing factors
Korbinian Hagn
,
Oliver Grau
.
cscs2 2022
:
[doi]
Predictive Uncertainty Quantification of Deep Neural Networks using Dirichlet Distributions
Ahmed Hammam
,
Frank Bonarens
,
Seyed Eghbal Ghobadi
,
Christoph Stiller
.
cscs2 2022
:
[doi]
Steering Your Car With Electromagnetic Fields
Oliver Pöllny
,
Frank Kargl
,
Albert Held
.
cscs2 2022
:
[doi]
Lightweight Privacy-Preserving Ride-Sharing Protocols for Autonomous Cars
Sara Ramezanian
,
Gizem Akman
,
Mohamed Taoufiq Damir
,
Valtteri Niemi
.
cscs2 2022
:
[doi]
Combined Safety and Cybersecurity Testing Methodology for Autonomous Driving Algorithms
Andrew Roberts
,
Mohsen Malayjerdi
,
Ehsan Malayjerdi
,
Olaf Manuel Maennel
.
cscs2 2022
:
[doi]
SynPeDS: A Synthetic Dataset for Pedestrian Detection in Urban Traffic Scenes
Thomas Stauner
,
Frédérik Blank
,
Michael Fürst
,
Johannes Günther 0001
,
Korbinian Hagn
,
Philipp Heidenreich
,
Markus Huber
,
Bastian Knerr
,
Thomas Schulik
,
Karl-Ferdinand Leiß
.
cscs2 2022
:
[doi]
A Data Protection-Oriented System Model Enforcing Purpose Limitation for Connected Mobility
Sarah Syed-Winkler
,
Sebastian Pape 0001
,
Ahmad Sabouri
.
cscs2 2022
:
[doi]
Evaluation of Level 2 Automated Driving Artificial Intelligence Readiness in Simulated Scenarios
David Tena-Gago
,
Qi Wang
,
Jose M. Alcaraz Calero
.
cscs2 2022
:
[doi]
Systematic Evaluation of Automotive Intrusion Detection Datasets
Arash Vahidi
,
Thomas Rosenstatter
,
Nishat I. Mowla
.
cscs2 2022
:
[doi]
Analysis of the DoIP Protocol for Security Vulnerabilities
Patrick Wachter
,
Stephan Kleber
.
cscs2 2022
:
[doi]
2021
CSCS '21: Computer Science in Cars Symposium, Ingolstadt, Germany, 30 November 2021
Björn Brücher
,
Christoph Krauß
,
Mario Fritz
,
Hans-Joachim Hof
,
Oliver Wasenmüller
, editors,
ACM,
2021.
[doi]
Leveraging Interpretability: Concept-based Pedestrian Detection with Deep Neural Networks
Patrick Feifel
,
Frank Bonarens
,
Frank Köster
.
cscs2 2021
:
[doi]
Evaluation of electric mobility authentication approaches
Henry Gadacz
.
cscs2 2021
:
[doi]
Improved Sensor Model for Realistic Synthetic Data Generation
Korbinian Hagn
,
Oliver Grau
.
cscs2 2021
:
[doi]
Real-time Uncertainty Estimation Based On Intermediate Layer Variational Inference
Ahmed Hammam
,
Seyed Eghbal Ghobadi
,
Frank Bonarens
,
Christoph Stiller
.
cscs2 2021
:
[doi]
Monitoring perception reliability in autonomous driving: Distributional shift detection for estimating the impact of input data on prediction accuracy
Franz Hell
,
Gereon Hinz
,
Feng Liu
,
Sakshi Goyal
,
Ke Pei
,
Tetiana Lytvynenko
,
Alois C. Knoll
,
Yiqiang Chen
.
cscs2 2021
:
[doi]
Following the White Rabbit: Integrity Verification Based on Risk Analysis Results
Christine Jakobs
,
Matthias Werner 0001
,
Karsten Schmidt 0003
,
Gerhard Hansch
.
cscs2 2021
:
[doi]
Analysis of E-Mobility-based Threats to Power Grid Resilience
Dustin Kern
,
Christoph Krauß
.
cscs2 2021
:
[doi]
Proposing HEAVENS 2.0 - an automotive risk assessment model
Aljoscha Lautenbach
,
Magnus Almgren
,
Tomas Olovsson
.
cscs2 2021
:
[doi]
Comparison of De-Identification Techniques for Privacy Preserving Data Analysis in Vehicular Data Sharing
Sascha Löbner
,
Frédéric Tronnier
,
Sebastian Pape 0001
,
Kai Rannenberg
.
cscs2 2021
:
[doi]
Multi-scale Iterative Residuals for Fast and Scalable Stereo Matching
Syed Muhammad Kumail Raza
,
René Schuster
,
Didier Stricker
.
cscs2 2021
:
[doi]
2020
CSCS '20: Computer Science in Cars Symposium, Feldkirchen, Germany, December 2, 2020
Björn Brücher
,
Oliver Wasenmüller
,
Mario Fritz
,
Hans-Joachim Hof
,
Christoph Krauß
, editors,
ACM,
2020.
[doi]
Privacy by Design: Survey on Capacitive Proximity Sensing as System of Choice for Driver Vehicle Interfaces
Sebastian Frank
,
Arjan Kuijper
.
cscs2 2020
:
[doi]
HIP-20: Integration of Vehicle-HSM-Generated Credentials into Plug-and-Charge Infrastructure
Andreas Fuchs
,
Dustin Kern
,
Christoph Krauß
,
Maria Zhdanova
,
Ronald Heddergott
.
cscs2 2020
:
[doi]
A Distributed Model-Free Ride-Sharing Algorithm with Pricing using Deep Reinforcement Learning
Marina Haliem
,
Ganapathy Mani
,
Vaneet Aggarwal
,
Bharat K. Bhargava
.
cscs2 2020
:
[doi]
A Self-Supervised Feature Map Augmentation (FMA) Loss and Combined Augmentations Finetuning to Efficiently Improve the Robustness of CNNs
Nikhil Kapoor
,
Chun Yuan
,
Jonas Löhdefink
,
Roland Zimmermann
,
Serin Varghese
,
Fabian Hüger
,
Nico M. Schmidt
,
Peter Schlicht
,
Tim Fingscheidt
.
cscs2 2020
:
[doi]
Autonomous Vehicles: Data Protection and Ethical Considerations
Ioannis Krontiris
,
Kalliroi Grammenou
,
Kalliopi Terzidou
,
Marina Zacharopoulou
,
Marina Tsikintikou
,
Foteini Baladima
,
Chrysi Sakellari
,
Konstantinos Kaouras
.
cscs2 2020
:
[doi]
Security Analysis of Automotive Protocols
Timm Lauser
,
Daniel Zelle
,
Christoph Krauß
.
cscs2 2020
:
[doi]
Grey-box Analysis and Fuzzing of Automotive Electronic Components via Control-Flow Graph Extraction
Andreea-Ina Radu
,
Flavio D. Garcia
.
cscs2 2020
:
[doi]
A Hybrid Model for Safety and Security Assessment of Autonomous Vehicles
Rhea C. Rinaldo
,
Timo F. Horeis
.
cscs2 2020
:
[doi]
MonoComb: A Sparse-to-Dense Combination Approach for Monocular Scene Flow
René Schuster
,
Didier Stricker
,
Christian Unger
.
cscs2 2020
:
[doi]
DNN Analysis through Synthetic Data Variation
Qutub Syed Sha
,
Oliver Grau
,
Korbinian Hagn
.
cscs2 2020
:
[doi]
Frenet Coordinate Based Driving Maneuver Prediction at Roundabouts Using LSTM Networks
Carina Vogl
,
Moritz Sackmann
,
Ludwig Kürzinger
,
Ulrich Hofmann 0002
.
cscs2 2020
:
[doi]
Transport Layer Scanning for Attack Surface Detection in Vehicular Networks
Nils Weiss
,
Sebastian Renner
,
Jürgen Mottok
,
Václav Matousek
.
cscs2 2020
:
[doi]
2019
RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Traffic with Noisy Sensor Inputs
Rohan Chandra
,
Uttaran Bhattacharya
,
Christian Roncal
,
Aniket Bera
,
Dinesh Manocha
.
cscs2 2019
:
[doi]
ACM Computer Science in Cars Symposium, German Research Center for Artificial Intelligence, Kaiserslautern, Germany, October 8, 2019
Hans-Joachim Hof
,
Mario Fritz
,
Christoph Krauß
,
Oliver Wasenmüller
, editors,
ACM,
2019.
[doi]
Context-aware Anomaly Detector for Monitoring Cyber Attacks on Automotive CAN Bus
Harsha Kumara Kalutarage
,
M. Omar Al-Kadri
,
Madeline Cheah
,
Garikayi Madzudzo
.
cscs2 2019
:
[doi]
Limitations of HIL Test Architectures for Car2X Communication Devices and Applications
Christina Obermaier
,
Raphael Riebl
,
Christian Facchi
,
Ali H. Al-Bayatti
,
Sarmadullah Khan
.
cscs2 2019
:
[doi]
AVES - Automated Vehicle Safety and Security Analysis Framework
Giedre Sabaliauskaite
,
Lin Shen Liew
,
Fengjun Zhou
.
cscs2 2019
:
[doi]
Robust Semantic Video Segmentation through Confidence-based Feature Map Warping
Timo Sämann
,
Karl Amende
,
Stefan Milz
,
Horst-Michael Groß
.
cscs2 2019
:
[doi]
On Threat Analysis and Risk Estimation of Automotive Ransomware
Nils Weiss
,
Markus Schrötter
,
Rudolf Hackenberg
.
cscs2 2019
:
[doi]
Attribute-Based Credentials in High-Density Platooning
Christian Zimmermann
,
Markus Sontwoski
,
Stefan Köpsell
.
cscs2 2019
:
[doi]
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