000 04577nam a22006735i 4500
001 978-3-030-83903-1
003 DE-He213
005 20240423125054.0
007 cr nn 008mamaa
008 210807s2021 sz | s |||| 0|eng d
020 _a9783030839031
_9978-3-030-83903-1
024 7 _a10.1007/978-3-030-83903-1
_2doi
050 4 _aTK7885-7895
050 4 _aTK5105.5-5105.9
072 7 _aUK
_2bicssc
072 7 _aCOM067000
_2bisacsh
072 7 _aUK
_2thema
082 0 4 _a621.39
_223
082 0 4 _a004.6
_223
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
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
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.
650 0 _aComputer networks .
650 0 _aSoftware engineering.
650 0 _aApplication software.
650 0 _aRobotics.
650 0 _aMicroprogramming .
650 0 _aData protection.
650 1 4 _aComputer Engineering and Networks.
650 2 4 _aSoftware Engineering.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aRobotics.
650 2 4 _aControl Structures and Microprogramming.
650 2 4 _aData and Information Security.
700 1 _aHabli, Ibrahim.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSujan, Mark.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBitsch, Friedemann.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030839024
776 0 8 _iPrinted edition:
_z9783030839048
830 0 _aProgramming and Software Engineering,
_x2945-9168 ;
_v12852
856 4 0 _uhttps://doi.org/10.1007/978-3-030-83903-1
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cSPRINGER
999 _c173914
_d173914