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245 1 0 _aComputer Safety, Reliability, and Security
_h[electronic resource] :
_b40th International Conference, SAFECOMP 2021, York, UK, September 8-10, 2021, Proceedings /
_cedited by Ibrahim Habli, Mark Sujan, Friedemann Bitsch.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXIV, 278 p. 124 illus., 87 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aProgramming and Software Engineering,
_x2945-9168 ;
_v12852
505 0 _aMachine Learning Safety Assurance -- Evaluation Framework for Performance Limitation under Sensor Attack -- Could We Relieve AI/ML Models of the Responsibility of Providing Dependable Uncertainty Estimates? A Study on Outside-Model Uncertainty Estimates -- Towards certification of a reduced footprint ACAS-Xu system: A hybrid ML-based solution -- Security Engineering -- IT design for resiliency using extreme value analysis -- Evaluating and Comparing Contextually Relevant Robustness for Neural Network Classifiers -- SAE 21434-based Risk Assessment of Security Incidents in Automated Road Vehicles -- Safety and Assurance Cases -- Automating the Assembly of Security Assurance Case -- Safety Case Maintenance: A Systematic Literature Review -- Towards Certified Analysis of Software Product Line Safety Cases -- Machine Learning Applications -- Safety assurance of machine learning for chassis control functions -- Safe Interaction of Automated Forklifts and Humans at Blind Cornersin a Warehouse with Infrastructure Sensors -- Machine Learning-based Fault Injection for Hazard Analysis and Risk Assessment -- Safety Validation and Simulation -- SASSI: Safety Analysis using Simulation-based Situation Coverage for Cobot Systems -- Attacks and Faults Injection in Self-Driving Agents on the Carla Simulator - Experience Report -- A Framework for Automated Quality Assurance and Documentation for Pharma 4.0 -- Fault Tolerance -- A Modular Approach To Non-Deterministic Dynamic Fault Trees -- Composition of Fault Forests.
520 _aThis book constitutes the proceedings of the 40th International Conference on Computer Safety, Reliability and Security, SAFECOMP 2021, which took place in York, UK, in September 2021. The 17 full papers included in this volume were carefully reviewed and selected from 76 submissions. They were organized in topical sections as follows: machine learning safety assurance; security engineering; safety and assurance cases; machine learning applications; safety validation and simulation; and fault tolerance.
650 0 _aComputer engineering.
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650 0 _aApplication software.
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650 0 _aRobotics.
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650 0 _aMicroprogramming .
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650 1 4 _aComputer Engineering and Networks.
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650 2 4 _aSoftware Engineering.
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650 2 4 _aComputer and Information Systems Applications.
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650 2 4 _aRobotics.
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650 2 4 _aControl Structures and Microprogramming.
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650 2 4 _aData and Information Security.
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700 1 _aHabli, Ibrahim.
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700 1 _aSujan, Mark.
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700 1 _aBitsch, Friedemann.
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