LEADER 05208nam 22007575 450 001 9910746085203321 005 20230810065614.0 010 $a3-031-40923-X 024 7 $a10.1007/978-3-031-40923-3 035 $a(MiAaPQ)EBC30737813 035 $a(Au-PeEL)EBL30737813 035 $a(DE-He213)978-3-031-40923-3 035 $a(PPN)272734020 035 $a(EXLCZ)9928185905900041 100 $a20230810d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputer Safety, Reliability, and Security$b[electronic resource] $e42nd International Conference, SAFECOMP 2023, Toulouse, France, September 20?22, 2023, Proceedings /$fedited by Jérémie Guiochet, Stefano Tonetta, Friedemann Bitsch 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (291 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v14181 311 08$aPrint version: Guiochet, Jérémie Computer Safety, Reliability, and Security Cham : Springer,c2023 9783031409226 327 $aSafety Assurance -- Assurance Case Arguments in the Large ? CERN LHC Machine Protection System -- Identifying Run-time Monitoring Requirements for Autonomous Systems through the Analysis of Safety Arguments -- Redesigning Medical Device Assurance: Separating Technological and Clinical Assurance Cases -- Software Testing & Reliability -- A Cognitive Framework for Modeling Coincident Software Faults: An Experimental Study -- A Taxonomy of Software Defect Forms for Certification Tests in Aviation Industry -- Constraint-guided Test Execution Scheduling: An Experience Report at ABB Robotics -- Neural Networks Robustness & Monitoring -- A low-cost strategic monitoring approach for scalable and interpretable error detection in deep neural networks -- Are Transformers More Robust? Towards Exact Robustness Verification for Transformers -- Model-based Security and Threat Analysis -- Model-based Generation of Attack-Fault Trees -- MBTA: A Model-Based Threat Analysis approach for software architectures -- Attribute Repair for Threat Prevention -- Safety of Autonomous Driving -- Probabilistic Spatial Relations for Monitoring Behavior of Road Users -- Concept and metamodel to support cross-domain safety analysis for ODD expansion of autonomous systems -- Security Engineering -- Pattern-Based Information Flow Control for Safety-Critical On-Chip Systems -- From Standard to Practice: Towards ISA/IEC 62443-conform Public Key Infrastructures -- AI Safety -- The Impact of Training Data Shortfalls on Safety of AI-based Clinical Decision Support Systems -- Data-centric Operational Design Domain Characterization for Machine Learning-based Aeronautical Products -- Online Quantization Adaptation for Fault-Tolerant Neural Network Inference -- Neural Networks & Testing -- Evaluation of Parameter-based Attacks against Embedded Neural Networks with Laser Injection -- Towards Scenario-based Safety Validation for Autonomous Trains with Deep Generative Models. 330 $aThis book constitutes the refereed proceedings of the 42nd International Conference on Computer Safety, Reliability and Security, SAFECOMP 2023, which took place in Toulouse, France, in September 2023. The 20 full papers included in this volume were carefully reviewed and selected from 100 submissions. They were organized in topical sections as follows: Safety assurance; software testing and reliability; neural networks robustness and monitoring; model-based security and threat analysis; safety of autonomous driving; security engineering; AI safety; and neural networks and testing. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v14181 606 $aComputer engineering 606 $aComputer networks 606 $aSoftware engineering 606 $aApplication software 606 $aRobotics 606 $aMicroprogramming 606 $aData protection 606 $aComputer Engineering and Networks 606 $aSoftware Engineering 606 $aComputer and Information Systems Applications 606 $aRobotics 606 $aControl Structures and Microprogramming 606 $aData and Information Security 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aSoftware engineering. 615 0$aApplication software. 615 0$aRobotics. 615 0$aMicroprogramming. 615 0$aData protection. 615 14$aComputer Engineering and Networks. 615 24$aSoftware Engineering. 615 24$aComputer and Information Systems Applications. 615 24$aRobotics. 615 24$aControl Structures and Microprogramming. 615 24$aData and Information Security. 676 $a005 700 $aGuiochet$b Jérémie$01427976 701 $aTonetta$b Stefano$01427977 701 $aBitsch$b Friedemann$01427978 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910746085203321 996 $aComputer Safety, Reliability, and Security$93563086 997 $aUNINA