7009X Evidence Base
Abstract
The evidence base used during the development of the IEEE Standard for Fail-Safe Design of Autonomous and Semi-Autonomous Systems (7009-2024) . The evidence base is now being used to develop the first extension (X1) derived from the 7009 standard. An accompanying document (7009X-EBI.pdf) provides a brief introduction to the baseline release of the evidence base (V2.1).
Full text
7009X Evidence Base Version: 2.5 Page 1 of 3 Year Source Title (Click title to follow hyperlink to source) Baseline (B) Version (V) 1988 FAA AC 25.1309-1A System Design and Analysis 7009 1.0 1990 The Public Inquiry into the Piper Alpha Disaster 7009 2.1 1992 Authentication in distributed systems: theory and practice 7009 2.1 1993 The Consensus Problem in Fault-Tolerant Computing 7009 1.0 1996 Ariane 5 Flight 501 Failure Report 7009 2.1 1996 How did software get so reliable without proof? 7009 2.1 2002 A Review of Selected Aviation Human Factors Taxonomies, Accident/Incident Reporting Systems, and Data Collection Tools 9.1 2.0 2003 IEC 60300-3-1:2003 Dependability management - Part 3-1: Application guide - Analysis techniques for dependability - Guide on methodology 7009 1.0 2003 Parachute use to prevent death and major trauma related to gravitational challenge: systematic review of randomised controlled trials 7009 1.0 2003 A review of process fault detection and diagnosis Part I: Quantitative model-based methods 7009 1.0 2003 A review of process fault detection and diagnosis Part II: Qualitative models and search strategies 7009 1.0 2003 A review of process fault detection and diagnosis Part III: Process history based methods 7009 1.0 2004 Basic concepts and taxonomy of dependable and secure computing 7009 1.0 2004 A Taxonomy and Catalog of Runtime Software-Fault Monitoring Tools 7009 1.0 2004 Design for Timing Predictability 7009 1.0 2005 Methods for Fault Detection, Diagnostics, and Prognostics for Building Systems— A Review, Part I 7009 1.0 2005 Execution monitoring in robotics: A survey 7009 1.0 2005 WHO Draft Guidelines for Adverse Event Reporting and Learning Systems 9.1 2.0 2006 Measuring Population Health: A Review of Indicators 9.1 2.2 2006 Safety in design – Can one industry learn from another? 9.1 2.0 2007 7009 1.0 2007 Argumentation in artificial intelligence 7009 2.1 2007 Understanding Population Health Terminology 9.1 2.2 2007 Software for Dependable Systems: Evidence? 7009 1.0 2008 A review of current defeasible reasoning implementations 7009 2.1 2008 The Worst-Case Execution-Time Problem — Overview of Methods and Survey of Tools 7009 1.0 2008 Bibliographical review on reconfigurable fault-tolerant control systems 7009 1.0 2009 A systematic review of search-based testing for non-functional system properties 7009 1.0 2009 A systematic review of software fault prediction studies 7009 1.0 2009 Anomaly Detection: A Survey 7009 1.0 2009 The Nimrod Review 7009 2.1 2009 Learning From Process Safety Incidents 9.1 2.0 2009 7009 1.0 2009 Software Model Checking 7009 1.0 2009 Aleatory or epistemic? Does it matter? 7009 2.1 2009 A brief account of runtime verification 7009 1.0 2009 Towards an International Classification for Patient Safety: key concepts and terms 9.1 2.0 2009 Self-Adaptive Software: Landscape and Research Challenges 7009 1.0 2009 A systematic literature review to identify and classify software requirement errors 7009 1.0 2009 Reliability engineering: Old problems and new challenges 7009 1.1 2010 IEC 61508-1:2010 Functional safety of electrical/electronic/programmable electronic safety-related systems – Part 1: General requirements 7009 1.0 2010 IEC 61508-2:2010 Functional safety of electrical/electronic/programmable electronic safety-related systems – Part 2: Requirements for electrical/electronic/programmable electronic safety-related systems 7009 1.0 2010 IEC 61508-3:2010 Functional safety of electrical/electronic/programmable electronic safety-related systems – Part 3: Software requirements 7009 1.0 2010 IEC 61508-4:2010 Functional safety of electrical/electronic/programmable electronic safety-related systems – Part 4: Definition and abbreviations 7009 1.0 2010 IEC 61508-5:2010 Functional safety of electrical/electronic/programmable electronic safety-related systems – Part 5: examples of methods for the determination of safety integrity levels 7009 1.0 2010 IEC 61508-6:2010 Functional safety of electrical/electronic/programmable electronic safety-related systems – Part 6: Guidelines on the application of IEC 61508-2 and IEC 61508-3 7009 1.0 2010 IEC 61508-7:2010 Functional safety of electrical/electronic/programmable electronic safety-related systems – Part 7: Overview of techniques and measures 7009 1.0 2010 Requirements engineering for software product lines: A systematic literature review 7009 1.0 2010 Modern Triage in the Emergency Department 9.1 2.4 2010 Monitoring Distributed Real-Time Systems: A Survey and Future Directions 7009 1.0 2010 Software safety: relating software assurance and software integrity 7009 2.1 2010 An analysis of computer-related patient safety incidents to inform the development of a classification 9.1 2.0 2010 Improving Software Dependability Using System-Level Virtualization: A Survey 7009 1.1 2010 A Survey of Online Failure Prediction Methods 7009 1.0 2011 An introduction to argumentation semantics 7009 2.1 2011 Runtime Verification for LTL and TLTL 7009 1.0 2011 Software fault prediction: A literature review and current trends 7009 1.0 2011 Principles of remote attestation 7009 1.2 2011 RTCA DO-178C Software Considerations in Airborne Systems and Equipment Certification 7009 1.0 2011 A Systematic Review of Goal-oriented Requirements Management Frameworks for Business Process Compliance 7009 1.0 2011 A Template for Predictability Definitions with Supporting Evidence 7009 1.0 2011 Method for evaluating learning from incidents using the idea of “level of learning” 7009 1.1 2011 A Systematic Review and Taxonomy of Runtime Invariance in Software Behaviour 7009 1.1 2011 Model-based fault diagnosis for aerospace systems: a survey 7009 1.0 2011 Building Safety indicators: Part 1 – Theoretical foundation. 9.1 2.0 2011 The challenge of collective learning from event analysis. 9.1 2.0 2011 A review of medical error taxonomies: A human factors perspective. 9.1 2.0 2012 Guidelines International Network: Toward International Standards for Clinical Practice Guidelines 7009 2.2 2012 ISO Guide 78:2012 Safety of machinery – Rules for drafting and presentation of safety standards 7009 1.0 2012 AF447 Accident Final Report (English Version) 7009 2.1 2012 Dependability Modeling and Analysis of Software Systems Specified with UML 7009 1.0 2012 Processing Flows of Information: From Data Stream to Complex Event Processing 7009 1.0 2012 A Comprehensive Overview of Medical Error in Hospitals Using Incident-Reporting Systems, Patient Complaints and Chart Review of Inpatient Deaths. 9.1 2.0 2012 A Systematic Literature Review on Fault Prediction Performance in Software Engineering 7009 1.0 2012 Proof Testing ... the Challenges 7009 1.3 2012 Terms used in patient safety related to medication: a literature review. 9.1 2.0 2012 MIL-STD-882E: Department of Defense Standard Practice System Safety 7009 1.0 2012 A Taxonomy of Uncertainty for Dynamically Adaptive Systems 9.1 2.4 2012 Learning from adverse events in the nuclear power industry: Organizational learning, policy making and normalization. 9.1 2.0 2012 Is time predictability quantifiable? 7009 1.0 2013 ISO/IEC/IEEE 29119-1:2013 Software and systems engineering -- Software testing -- Part 1: Concepts and definitions 7009 1.0 2013 ISO/IEC/IEEE 29119-2:2013 Software and systems engineering -- Software testing -- Part 2: Test processes 7009 1.0 2013 ISO/IEC/IEEE 29119-3:2013 Software and systems engineering -- Software testing -- Part 3: Test documentation 7009 1.0 2013 Run-Time Monitoring of Timing Constraints: A Survey of Methods and Tools 7009 1.0 2013 Separation of concerns in feature diagram languages: A systematic survey 7009 1.0 2013 Resilience Principles for Engineered Systems 7009 1.0 2013 Intrusion detection system: A comprehensive review 7009 1.0 2013 Classification of Fault Diagnosis Methods for Control Systems 7009 1.0 2013 Software fault prediction metrics: A systematic literature review 7009 1.0 2013 A systematic review of software robustness 7009 1.0 2014 ISO/IEC Guide 51:2014 Safety aspects – Guidelines for their inclusion in standards 7009 1.0 2014 IEC 60300-1:2014 - Dependability management - Part 1: Guidance for management and application 7009 1.0 2014 Building Timing Predictable Embedded Systems 7009 1.0 2014 The Cycle of Classification: DSM-I Through DSM-5 9.1 2.2 2014 How experts deal with novel situations: A review of adaptive expertise 7009 1.0 2014 What Is Learning? A Review of the Safety Literature to Define Learning from Incidents, Accidents and Disasters. 9.1 2.0 2014 An extended systematic literature review on provision of evidence for safety certification 7009 1.0 2014 A review of novelty detection 7009 1.1 2014 Adverse events in healthcare: learning from mistakes. 9.1 2.0 2014 Patient complaints in healthcare systems: a systematic review and coding taxonomy. 9.1 2.0 2014 Bridging control and artificial intelligence theories for diagnosis: A survey 7009 1.0 2014 Classifying errors in preventable and potentially preventable trauma deaths: a 9-year review using the Joint Commission's standardized methodology. 9.1 2.0 2014 Quality of reporting in systematic reviews of adverse events: systematic review. 9.1 2.0 2015 ISO/IEC/IEEE 15288:2015 System and software engineering – System life cycle process 7009 1.0 2015 ISO/IEC/IEEE 29119-4:2015 Software and systems engineering -- Software testing -- Part 4: Test techniques 7009 1.0 2015 IEC 60050-192:2015 International Electrotechnical Vocabulary (IEV) – Part 192: Dependability 7009 1.0 2015 Learning from patient safety incidents in incident review meetings: Organisational factors and indicators of analytic process effectiveness. 9.1 2.0 2015 Implications of black swans to the foundations and practice of risk assessment and management 7009 1.3 2015 The Multiple Facets of Software Diversity: Recent Developments in Year 2000 and Beyond 7009 1.0 2015 Fault detection, diagnosis and recovery using Artificial Immune Systems: A review 7009 1.0 2015 On the rationale of resilience in the domain of safety: A literature review 7009 1.0 2015 A Review of Prognostics and Health Management Applications in Nuclear Power Plants 7009 1.0 2015 Argumentation for Machine Learning: A Survey 7009 2.1 2015 Assessing propensity to learn from safety-related events 7009 1.1 2015 Emerging risk – Conceptual definition and a relation to black swan type of events 7009 1.3 2015 A Survey of Fault Diagnosis and Fault-Tolerant Techniques Part I: Fault Diagnosis with Model-Based and Signal-Based Approaches 7009 1.0 2015 Maritime transportation risk analysis: Review and analysis in light of some foundational issues 7009 1.0 2015 The missing evidence: a systematic review of patients' experiences of adverse events in health care. 9.1 2.0 2015 Reporting and Recordkeeping Requirements: Their Influence on Safety Management in the U.S. and the U.K 9.1 2.0 2015 Identifying patient safety problems associated with information technology in general practice: an analysis of incident reports. 9.1 2.0 2015 Evaluating Computer Intrusion Detection Systems: A Survey of Common Practices 7009 1.0 2015 Systems of Systems Engineering: Basic Concepts, Model-Based Techniques, and Research Directions 7009 2.0 2015 A systematic literature review of resilience engineering: Research areas and a research agenda proposal 7009 1.0 2015 How Effective Are Incident-Reporting Systems for Improving Patient Safety? A Systematic Literature Review 7009 1.1 2015 Designing Resilient Systems-of-Systems: A Survey of Metrics, Methods, and Challenges 7009 1.1 2015 Improving the risk assessments of critical operations to better reflect uncertainties and the unforeseen 7009 1.3 2016 IEEE Std 1012-2016/Cor1-2017 Standard for System, Software, and Hardware Verification and Validation 7009 1.0 2016 Formal Dependability Modeling and Analysis: A Survey 7009 1.0 2016 Risk assessment and risk management: Review of recent advances on their foundation 7009 1.0 2016 BS8611:2016 Robots and robotic devices. Guide to the ethical design and application of robots and robotic systems 7009 2.1 2016 Exploring Language Support for Immutability 7009 2.1 2016 Prognostics: a literature review 7009 1.0 2016 The Healthcare Complaints Analysis Tool: development and reliability testing of a method for service monitoring and organisational learning. 9.1 2.0 2016 Reporting of Adverse Events in Published and Unpublished Studies of Health Care Interventions: A Systematic Review. 9.1 2.0 2016 A systematic review on the engineering of software for ubiquitous systems 7009 1.0 2016 A review of definitions and measures of system resilience 7009 1.0 2016 IET Code of Practice: Competency for Safety-Related Systems Practitioners 7009 2.1 2016 Data quality in internet of things: A state-of-the-art survey 7009 1.0 2016 The Probabilistic Model Checking Landscape 7009 1.0 2016 Application of Human Factors Analysis and Classification System (HFACS) to UK rail safety-of-the-line incidents. 9.1 2.0 2016 Requirements engineering for safety-critical systems: A systematic literature review 7009 1.0 2016 A survey of techniques for approximate computing 7009 1.0 2016 Learning from major accidents to improve system design. 9.1 2.0 2016 Assessing Dependability with Software Fault Injection: A Survey 7009 1.0 2016 A Study of Security Isolation Techniques 7009 1.0 2016 Definitions of predictability for Cyber Physical Systems 7009 1.0 2016 Process safety indicators, a review of literature. 9.1 2.0 2016 An Industrial Survey of Safety Evidence Change Impact Analysis Practice 7009 2.1 2016 Requirements monitoring frameworks: A systematic review 7009 1.0 2016 Use Cases for Autonomous Driving 7009 2.1 2016 A Survey on Software Fault Localization 7009 1.0 2016 Engineering Resilience Quantification and System Design Implications: A Literature Survey 7009 1.0 2017 ISO/IEC/IEEE 12207:2017 Software and systems engineering – Software life cycle process 7009 1.0 2017 IEEE 1856-2017, Standard Framework for Prognostics and Health Management of Electronic Systems 7009 2.4 2017 ISO/IEC/IEEE 24765:2017 System and software engineering – Vocabulary 7009 1.0 2017 The impact of health information technology on patient safety 9.1 2.0 2017 Toward Artificial Argumentation 7009 2.1 2017 Mobile Agents System Security: A Systematic Survey 7009 1.0 2017 A Survey of Research into Mixed Criticality Systems 7009 1.0 2017 A Survey of Runtime Monitoring Instrumentation Techniques 7009 1.0 2017 Reasoning About Confidence and Uncertainty in Assurance Cases: A Survey 7009 1.0 2017 The FAA and Industry Guide To Product Certification 7009 1.2 2017 Near-miss management systems and observability-in-depth: Handling safety incidents and accident precursors in light of safety principles 9.1 2.0 2017 Validity and validation of safety-related quantitative risk analysis: A review 7009 1.2 2017 An investigation of proposed techniques for quantifying confidence in assurance arguments 7009 2.1 2017 The application of the Global Trigger Tool: a systematic review . 9.1 2.0 2017 Patient Safety Learning Systems: A Systematic Review and Qualitative Synthesis 7009 1.1 2017 Imitation Learning: A Survey of Learning Methods 7009 1.0 2017 Software Standards and Software Failures: A Review With the Perspective of Varying Situational Contexts 7009 1.1 2017 Problems with health information technology and their effects on care delivery and patient outcomes: a systematic review. 9.1 2.0 2017 Hardware-Based Trusted Computing Architectures for Isolation and Attestation 7009 2.1 2017 A systematic literature review on methods that handle multiple quality attributes in architecture-based self-adaptive systems 7009 1.0 2017 Research and development agenda for Learning from Incidents 7009 1.1 2017 Systematic Review of Software Behavioral Model Consistency Checking 7009 1.0 2017 A comparison framework for runtime monitoring approaches 7009 1.0 2017 Industrial Process Monitoring in the Big Data/Industry 4.0 Era: From Detection, to Diagnosis, to Prognosis 7009 1.0 2017 Detection and resolution of normative conflicts in multi-agent systems: a literature survey 7009 1.0 2017 A Software-Based Monitoring Framework for Time-Space Partitioned Avionics System 7009 1.3 2017 On a Formal Model of Safe and Scalable Self-driving Cars 7009 2.1 2017 A Survey and Comparative Study of Hard and Soft Real-Time Dynamic Resource Allocation Strategies for Multi-/Many-Core Systems 7009 1.0 2017 Classification of risk acceptability and risk tolerability factors in occupational health and safety 7009 1.0 2017 Cooperative Multi-Agent Planning: A Survey 7009 1.0 2017 Fault and Error Tolerance in Neural Networks: A Review 7009 1.0 2017 Integration between requirements engineering and safety analysis: A systematic literature review 7009 1.0 2017 Industrial Big Data for Fault Diagnosis: Taxonomy, Review, and Applications 7009 1.0 2017 A survey on formal specification and verification of separation kernels 7009 1.0 2018 ISO 26262:2018 Road vehicles – Functional safety – Part 1: Vocabulary 7009 1.0 2018 ISO/IEC/IEEE 29148:2018 System and software engineering – Life cycle process – Requirements engineering 7009 1.0 2018 ISO 31000:2018, Risk management – Guidelines 7009 1.0 2018 Occupational health and safety management systems — Requirements with guidance for use 9.1 2.2 2018 Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI) 7009 1.0 2018 A Survey of Statistical Model Checking 7009 1.0 2018 Considerations in Assuring Safety of Increasingly Autonomous Systems 7009 1.3 2018 Development of a human error taxonomy for software requirements: A systematic literature review 7009 1.0 2018 Improving government policy on risk: Eight key principles 7009 1.0 2018 A Survey on Fault Detection, Isolation, and Reconfiguration Methods in Electric Ship Power Systems 7009 1.0 2018 Fault analysis of service-oriented systems: a systematic literature review 7009 1.0 2018 Integrating Safety and Reliability Analysis into MBSE: overview of the new proposed OMG standard 7009 2.1 2018 Who Watches the Watchmen: A Security-focused Review on Current State-of-the-art Techniques, Tools, and Methods for Systems and Binary Analysis on Modern Platforms 7009 1.0 2018 Metamorphic Testing: A Review of Challenges and Opportunities 7009 1.3 2018 Monitoring norms: a multi-disciplinary perspective 7009 1.1 2018 Agile Usage in Embedded Software Development in Safety Critical Domain–a Systematic Review 7009 1.1 2018 Multi-Agent Systems: A Survey 7009 1.0 2018 Computational monitoring in real time: review of methods and applications 7009 1.0 2018 A Taxonomy for Classifying Runtime Verification Tools 7009 1.0 2018 7009 1.0 2018 A Survey of Physics-Based Attack Detection in Cyber-Physical Systems 7009 1.0 2018 Back to the future: What do accident causation models tell us about accident prediction? 7009 1.1 2018 A Survey on Formal Verification Techniques for Safety-Critical Systems-on-Chip 7009 1.0 2018 A Survey of Methods for Explaining Black Box Models 7009 1.0 2018 A conceptual model of agile software development in a safety-critical context – A systematic literature review 7009 1.0 2018 “Dave...I can assure you ...that it’s going to be all right ...” A Definition, Case for, and Survey of Algorithmic Assurances in Human-Autonomy Trust Relationships 7009 1.0 2018 A systematic review of requirements change management 7009 1.0 2018 Dependability analysis of safety critical systems: Issues and challenges 7009 1.0 2018 On Fault Detection and Diagnosis in Robotic Systems 7009 1.0 2018 Safety management systems: A broad overview of the literature 9.1 2.0 2018 Fault and timing analysis in critical multi-core systems: A survey with an avionics perspective 7009 1.0 2018 Key strategies to improve systems for managing patient complaints within health facilities – what can we learn from the existing literature. 9.1 2.0 2018 Automatic Software Repair: A Bibliography 7009 1.0 2018 Towards connected autonomous driving: review of use-cases 7009 2.1 2018 Licensing of safety critical software for nuclear reactors: Common position of international nuclear regulators and authorised technical support organisations (Refer to 2024 revision) 7009 1.0 2018 Effective and efficient committee work: A Systematic overview of multidisciplinary literatures 7009 2.2 IEC 60300-3-4:2007 Dependability management - Part 3-4: Application guide - Guide to the specification of dependability requirements IEC 60300-3-15:2009 Dependability management - Part 3-15: Application guide - Engineering of system dependability Maturity models and safety culture: A critical review The 7009X Evidence Base is licensed under CC BY-SA 4.0. To view a copy of this license, visit https://creativecommons.org/licenses/by-sa/4.0/. EB Compiler: Ken Wallace For further information on this Evidence Base, including Disclaimers, refer to IEEE Standard for Fail-Safe Design of Autonomous and Semi-Autonomous - A Brief Introduction to the Evidence Base.
7009X Evidence Base Version: 2.5 Page 2 of 3 2018 Resilience engineering: Current status of the research and future challenges 9.1 2.5 2018 Control-Theoretical Software Adaptation: A Systematic Literature Review 7009 1.0 2018 Risk Analysis: Fundamental Principles 7009 1.0 2018 Society for Risk Analysis Glossary 7009 1.0 2018 Failure to learn from safety incidents: Status, challenges and opportunities 7009 1.1 2018 Group Deviation Detection Methods: A Survey 7009 1.1 2018 Defence-in-Depth and Diversity: Challenges Related to I&C Architecture 7009 1.0 2018 Mining Electronic Health Records (EHRs): A Survey 9.1 2.0 2019 A systematic review of aberration detection algorithms used in public health surveillance 9.1 2.2 2019 ISO/IEC/IEEE 15026-1:2019 System and software engineering – System and software assurance – Part 1: Concepts and vocabulary 7009 1.0 2019 ISO/IEC/IEEE 15289:2019 System and software engineering – Contents of life-cycle information items (documentation) 7009 1.0 2019 ISO/PAS 21448:2019 Road vehicles – Safety of the intended functionality 7009 1.0 2019 IEC/ISO/IEEE 82079-1:2019 Preparation of information for use (instructions for use) of products – Part 1: Principles and general requirements 7009 1.0 2019 Can Complexity-Thinking Methods Contribute to Improving Occupational Safety in Industry 4.0? A Review of Safety Analysis Methods and Their Concepts 7009 1.3 2019 A Systematic Literature Mapping of Goal and Non-Goal Modelling Methods for Legal and Regulatory Compliance 7009 1.0 2019 A Survey on Adaptive Authentication 9.1 2.4 2019 Soft Computing Techniques for Dependable Cyber-Physical Systems 7009 1.0 2019 Communicating uncertainty about facts, numbers and science 7009 1.0 2019 The emergence of artificial intelligence and machine learning algorithms in healthcare: Recommendations to support governance and regulation 7009 2.1 2019 Probabilistic Worst-Case Timing Analysis: Taxonomy and Comprehensive Survey 7009 1.0 2019 Artificial intelligence, bias and clinical safety 7009 1.0 2019 Use and Understanding of Anonymization and De-Identification in the Biomedical Literature: Scoping Review 9.1 2.0 2019 STRAM: Measuring the Trustworthiness of Computer-Based Systems 7009 1.0 2019 Avoiding Engineering Catastrophe: New Insights from Data. 9.1 2.0 2019 Failure Prognosis and Applications—A Survey of Recent Literature 7009 1.0 2019 The efficacy of industrial safety science constructs for addressing serious injuries & fatalities (SIFs). 9.1 2.0 2019 Self-awareness in Software Engineering: A Systematic Review 7009 1.0 2019 Patterns of resilience: A scoping review and bibliometric analysis of resilient health care 7009 2.5 2019 How C++ developers use immutability declarations: an empirical study 7009 2.1 2019 Big Data and discrimination: perils, promises and solutions. A systematic review 7009 1.0 2019 A survey on software testability 7009 1.0 2019 New Opportunities for Integrated Formal Methods 7009 1.0 2019 Real-time big data processing for anomaly detection: A Survey 7009 1.0 2019 Adverse events in prehospital emergency care: a trigger tool study. 9.1 2.0 2019 Triage Performance in Emergency Medicine: A Systematic Review 9.1 2.4 2019 Triage Performance in Emergency Medicine: A Systematic Review 9.1 2.4 2019 What do applications of systems thinking accident analysis methods tell us about accident causation? A systematic review of applications between 1990 and 2018 9.1 2.0 2019 A Survey of Flight Anomaly Detection Methods: Challenges and Opportunities 9.1 2.0 2019 Methods and Tools for Policy Analysis 7009 1.0 2019 Security Modeling of Autonomous Systems: A Survey 7009 1.0 2019 ML-based Fault Injection for Autonomous Vehicles:A Case for Bayesian Fault Injection 7009 2.1 2019 How does aviation industry measure safety performance? Current practice and limitations 9.1 2.0 2019 Fault Detection and Diagnosis in Multi-Robot Systems: A Survey 7009 1.0 2019 Aircraft Accident Investigation Report PT. Lion Mentari Airlines Boeing 737-8(MAX); PK-LQP 7009 2.1 2019 Learning from language problem related accident information in the process industry: A literature study 7009 1.1 2019 Formal Specification and Verification of Autonomous Robotic Systems: A Survey 7009 1.0 2019 A Survey of Timing Verification Techniques for Multi-Core Real-Time Systems 7009 1.0 2019 A Survey of Tool-supported Assurance Case Assessment Techniques 7009 1.0 2019 Norm emergence in multiagent systems: a viewpoint paper 7009 1.0 2019 A perspective on ensuring predictability in time-critical and secure cooperative cyber physical systems 7009 1.0 2019 A Review: Prognostics and Health Management in Automotive and Aerospace 7009 1.0 2019 UAS Operators Safety and Reliability Survey: Emerging Technologies Towards the Certification of Autonomous UAS 7009 1.0 2019 A Survey on Multithreading Alternatives for Soft Error Fault Tolerance 7009 1.0 2019 Prevalence, severity, and nature of preventable patient harm across medical care settings: systematic review and meta-analysis. 9.1 2.0 2019 An Exhaustive Survey on Security Concerns and Solutions at Different Components of Virtualization 7009 1.0 2019 Safety intelligence: Incremental proactive risk management for holistic aviation safety performance. 9.1 2.0 2019 A domain analysis of resource and requirements monitoring: Towards a comprehensive model of the software monitoring domain 7009 1.1 2019 Towards Harmonizing Safety Databases: An Assessment of Existing Data Sources. 9.1 2.0 2019 Model Conformance for Cyber-Physical Systems: A Survey 7009 1.0 2019 A survey of challenges for runtime verification from advanced application domains (beyond software) 7009 1.0 2019 Deployment of Critical Incident Reporting System (CIRS) in public Styrian hospitals: a five year perspective 9.1 2.0 2019 The cost of learning from failures and mistakes in product design: reviewing the literature. 9.1 2.0 2019 Development and quantitative evaluation of leading and lagging metrics of emergency planning and response element for sustainable process safety performance. 9.1 2.0 2019 Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review 7009 1.0 2019 Introduction to Survival Analysis in Practice 9.1 2.1 2019 Security and Privacy for the Internet of Medical Things Enabled Healthcare Systems: A Survey 9.1 2.0 2019 Anomaly Detection Methods for Categorical Data: A Review 7009 1.0 2019 Self Diagnostics and Isolation Mechanisms for Mixed Criticality Systems 7009 1.1 2019 Considering patient safety in autonomous e-mental health systems – detecting risk situations and referring patients back to human care 7009 2.1 2019 A review of diagnostic and prognostic capabilities and best practices for manufacturing 7009 1.0 2019 Progress in Outlier Detection Techniques: A Survey 9.1 2.0 2019 Conceptualizing resilience in engineering systems: An analysis of the literature 7009 1.0 2019 Performance of triage systems in emergency care: a systematic review and meta-analysis 9.1 2.4 2019 Adaptive monitoring: A systematic mapping 7009 2.3 2020 ISO/IEC TR 29119-11:2020 Software and systems engineering -- Software testing -- Part 11: Guidelines on the testing of AI-based systems 7009 1.0 2020 IEC 61226:2020 Nuclear power plants – Instrumentation, control and electrical power systems important to safety – Categorization of functions and classification of systems 7009 1.0 2020 AI, Algorithmic and Automation Incidents and Controversies 9.1 2.2 2020 A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security 7009 1.0 2020 The role of inherently safer design in process safety 7009 1.0 2020 Approximate Triple Modular Redundancy: A Survey 7009 1.0 2020 Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI 7009 1.0 2020 Trajectory Outlier Detection: Algorithms, Taxonomies, Evaluation, and Open Challenge 9.1 2.3 2020 Self-aware Cyber-Physical Systems 7009 1.0 2020 Resilience in railway transport systems: a literature review and research agenda 7009 1.0 2020 Outlier Detection: Methods, Models, and Classification 7009 1.0 2020 Multi-Core Devices for Safety-Critical Systems: A Survey 7009 1.0 2020 The safety of health care for ethnic minority patients: a systematic review. 9.1 2.0 2020 Glossary for public health surveillance in the age of data science 9.1 2.2 2020 Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review 9.1 2.0 2020 Deductive Verification with Ghost Monitors 7009 1.3 2020 Smart Home Personal Assistants: A Security and Privacy Review. 9.1 2.0 2020 On the Monitoring of Decentralized Specifications: Semantics, Properties, Analysis, and Simulation 7009 1.3 2020 Towards a framework for certification of reliable autonomous systems 7009 1.2 2020 How to Design AI for Social Good: Seven Essential Factors 9.1 2.3 2020 Systematic review on the implementation methodologies of inherent safety in chemical process 7009 1.2 2020 From event logs to goals: a systematic literature review of goal-oriented process mining 7009 1.0 2020 Global Mining Guideline Group: Guideline For Applying Functional Safety To Autonomous Systems In Mining 7009 2.1 2020 The development history of accident causation models in the past 100 years: 24Model, a more modern accident causation model 7009 1.1 2020 Reporting as a Key Element of an Effective Near-Miss Management System in Shipping 9.1 2.0 2020 Preventable medication harm across health care settings: a systematic review and meta-analysis. 9.1 2.0 2020 Resilient Health Care: a systematic review of conceptualisations, study methods and factors that develop resilience 7009 1.3 2020 Towards multi-model approaches to predictive maintenance: a systematic literature survey on diagnostics and prognostics 7009 1.0 2020 Sensemaking in Critical Situations and in Relation to Resilience—A Review. 9.1 2.0 2020 A systematic review of unsupervised learning techniques for software defect prediction 7009 1.0 2020 Reducing unknown risk: The safety engineers’ new horizon 7009 1.1 2020 Safety barriers: Research advances and new thoughts on theory, engineering and management 7009 1.0 2020 AI Incidents Monitor (AIM) 9.1 2.2 2020 Incorporating inherent safety during the conceptual process design stage: A literature review 7009 1.0 2020 Data-theoretic approach for socio-technical risk analysis: Text mining licensee event reports of U.S. nuclear power plants 9.1 2.0 2020 Precautionary Principle (PP) versus As Low As Reasonably Practicable (ALARP): Which one to use and when 7009 1.0 2020 Software Verification and Validation of Safe Autonomous Cars: A Systematic Literature Review 7009 1.0 2020 7009 1.0 2020 Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey. 9.1 2.0 2020 Bridging the Gap Between Ethics and Practice: Guidelines for Reliable, Safe, and Trustworthy Human-centered AI Systems 7009 1.0 2020 Automatic Incident Triage in Radiation Oncology Incident Learning System 9.1 2.0 2020 Coverage based testing for V&V and Safety Assurance of Self-driving Autonomous Vehicles: A Systematic Literature Review 7009 1.0 2020 Privacy-Preserving Deep Learning on Machine Learning as a Service: a Comprehensive Survey 9.1 2.0 2020 Sensor data quality: a systematic review 7009 1.0 2020 Patient and healthcare worker safety risks and injuries. Learning from incident reporting. 9.1 2.0 2020 It’s time to step it up. Why safety investigations in healthcare should look more to safety science 7009 1.1 2020 Safety Classification for I&C Systems in Nuclear Power Plants – Current Status and Difficulties 7009 1.0 2020 Research on Artificial Intelligence Enhancing Internet of Things Security: A Survey 7009 1.0 2020 Toward General Principles for Resilience Engineering 7009 1.0 2020 Testing and verification of neural-network-based safety-critical control software: A systematic literature review 7009 1.0 2020 Machine Learning Testing: Survey, Landscapes and Horizons 7009 1.0 2020 A Survey on Privacy Properties for Data Publishing of Relational Data 9.1 2.0 2021 A review of uncertainty quantification in deep learning: Techniques, applications and challenges 7009 2.2 2021 ISO/IEC/IEEE 15026-4:2021 Systems and software engineering--Systems and software assurance -- Part 4: Assurance in the life cycle 7009 1.0 2021 ISO/IEC/IEEE 24774:2021 System and software engineering – Life cycle management – Specification for process description 7009 1.0 2021 IEEE Std 7000-2021, Standard Model Process for Addressing Ethical Concerns during System Design 7009 1.0 2021 IEEE Std 7001-2021, Standard for Transparency of Autonomous Systems 7009 1.0 2021 RML: Theory and practice of a domain specific language for runtime verification 7009 1.3 2021 Assuring the Machine Learning Lifecycle: Desiderata, Methods, and Challenges 7009 1.0 2021 The ETH Zurich curated nuclear events database: Layout, event classification, and analysis of contributing factors 7009 1.1 2021 Precursors and startling lessons: Statistical analysis of 1250 events with Safety significance from the civil nuclear sector 7009 1.1 2021 The potential of artificial intelligence to improve patient safety: a scoping review 9.1 2.0 2021 A Review on Fact Extraction and Verification 9.1 2.0 2021 A Survey on Resilience in the IoT: Taxonomy, Classification, and Discussion of Resilience Mechanisms 7009 1.0 2021 A Review on Outlier/Anomaly Detection in Time Series Data 7009 1.0 2021 Log-based software monitoring: a systematic mapping study 7009 1.0 2021 A Survey on Data-driven Network Intrusion Detection 7009 1.0 2021 Learning from Incidents: A Qualitative Study in the Continuing Airworthiness Sector. 9.1 2.0 2021 Robustness, Resilience: typology of definitions through a multidisciplinary structured analysis of the literature 9.1 2.5 2021 A Survey of Algorithms for Black-Box Safety Validation of Cyber-Physical Systems 7009 1.1 2021 Multilayered review of safety approaches for machine learning-based systems in the days of AI 7009 1.0 2021 Conceptual Classification of Leading Indicators for the Dynamic Analysis of Emerging Risks in Integrated Management Systems. 9.1 2.0 2021 Deep Learning for Medical Anomaly Detection – A Survey 7009 1.0 2021 Bridging the gap between single and multi model predictive runtime verification‐ ‐ 7009 1.3 2021 Toward a Holistic Approach to Verification and Validation of Autonomous Cognitive Systems 7009 1.3 2021 On the nature and types of anomalies: a review of deviations in data 7009 1.1 2021 A review on resilience assessment of energy systems 7009 1.0 2021 Policy, Regulations and Standards in Prognostics and Health Management 7009 1.0 2021 Human factors and nuclear safety since 1970 – A critical review of the past, present and future 9.1 2.0 2021 A framework for evaluating societal safety interventions 9.1 2.2 2021 A Survey on Automated Log Analysis for Reliability Engineering 7009 1.0 2021 An International Perspective on Definitions and Terminology Used to Describe Serious Reportable Patient Safety Incidents: A Systematic Review 7009 1.1 2021 Flexible Mechanisms for Remote Attestation 9.1 2.0 2021 Uncertainty in Self-adaptive Systems: A Research Community Perspective 9.1 2.4 2021 Systemic risk analyses for potential impacts of onshore unconventional oil and gas development on public health and the environment: A critical review. 9.1 2.0 2021 A Taxonomy and Review of Remote Attestation Schemes in Embedded Systems 7009 1.2 2021 Health system responsiveness: a systematic evidence mapping review of the global literature. 9.1 2.0 2021 Challenges and Opportunities of System-Level Prognostics 7009 1.0 2021 Condition Monitoring of Rail Transport Systems: A Bibliometric Performance Analysis and Systematic Literature Review 7009 1.0 2021 A Systematic Review on Software Robustness Assessment 7009 1.0 2021 Arms Race in Adversarial Malware Detection: A Survey 7009 1.0 2021 Technology development and commercial applications of industrial fault diagnosis system: a review 7009 1.0 2021 A Systematic Literature Review on Federated Machine Learning: From a Software Engineering Perspective 7009 1.0 2021 Risk-Acceptance Criteria in Occupational Health and Safety Risk-Assessment—The State-of-the-Art through a Systematic Literature Review 7009 1.2 2021 A Survey of Cybersecurity Certification for the Internet of Things 7009 1.0 2021 Software Defect Prediction Using Ensemble Learning: A Systematic Literature Review 7009 1.0 2021 Machine Learning–based Cyber Attacks Targeting on Controlled Information: A Survey 7009 1.0 2021 Survey on Periodic Scheduling for Time-triggered Hard Real-time Systems 7009 1.0 2021 Machine Learning for Anomaly Detection: A Systematic Review 9.1 2.5 2021 A Survey of AIOps Methods for Failure Management 7009 1.0 2021 A Comprehensive Survey on Security and Privacy for Electronic Health Data 9.1 2.0 2021 A Survey of Reinforcement Learning Algorithms for Dynamically Varying Environments 7009 1.0 2021 Deep Learning for Anomaly Detection: A Review 7009 1.0 2021 Hierarchical Reinforcement Learning: A Comprehensive Survey 7009 1.0 2021 Learning software configuration spaces: A systematic literature review 7009 1.1 2021 Infrastructure resilience curves: Performance measures and summary metrics 7009 1.0 2021 Conceptualising Project Uncertainty in the Context of Building Refurbishment Safety: A Systematic Review 7009 1.0 2021 A Survey of Deep Active Learning 7009 1.0 2021 Adversarial Machine Learning Attacks and Defense Methods 7009 1.0 2021 The Indefeasibility Criterion for Assurance Cases 7009 2.1 2021 Alarms, alerts, and warnings in air traffic control: An analysis of reports from the Aviation Safety Reporting System 9.1 2.5 2021 Machine Learning for Detecting Data Exfiltration: A Review 7009 1.0 2021 Predicting major hazard accidents in the process industry based on organizational factors: A practical, qualitative approach. 9.1 2.0 2021 Why Learning Opportunities From Aviation Incidents Are Lacking. 9.1 2.0 2021 A Taxonomy to Unify Fault Tolerance Regimes for Automotive Systems: Defining Fail-Operational, Fail-Degraded, and Fail-Safe 7009 1.0 2021 Gray-box monitoring of hyperproperties with an application to privacy 7009 1.3 2021 A Survey of Smart Contract Formal Specification and Verification 7009 1.0 2021 Implementations in Machine Ethics: A Survey 7009 1.0 2021 Argumentation and explainable artificial intelligence: a survey 7009 1.0 2021 Overview on hybrid approaches to fault detection and diagnosis: Combining data-driven, physics-based and knowledge-based models 7009 1.0 2021 Different Interpretations of Regulatory Requirements 7009 1.0 2021 A Comprehensive Survey of Privacy-preserving Federated Learning: A Taxonomy, Review, and Future Directions 9.1 2.0 2021 Ethics and Governance of Artificial Intelligence: Evidence from a Survey of Machine Learning Researchers 7009 1.0 2021 Challenges and Opportunities of AI Enabled Monitoring, Diagnosis & Prognosis: A Review‐7009 1.0 2021 Event Prediction in the Big Data Era: A Systematic Survey 9.1 2.2 2022 IEC 62682:2022 Management of alarm systems for the process industries 9.1 2.5 2022 Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions 7009 2.2 2022 ISO/IEC/IEEE 15026-2-2022 Systems and software engineering--Systems and software assurance--Part 2: Assurance case 7009 1.0 2022 ISO/IEC 22989:2022 Information technology — Artificial intelligence — Artificial intelligence concepts and terminology 9.1 2.3 2022 IEEE Standard for Performance and Safety Evaluation of Artificial Intelligence Based Medical Devices: Terminology 9.1 2.2 2022 IEEE Std 7002-2022 IEEE Standard for Data Privacy Process 7009 1.0 2022 Investigation Report on Accident to the B737-Max 8 Reg. ET-AVJ Operated by Ethiopian Airlines 7009 2.1 2022 7009 1.0 2022 Taxonomy of Anomaly Detection Techniques in Crowd Scenes. 9.1 2.0 2022 Compliance checking of software processes: A systematic literature review 7009 1.0 2022 Safety culture, safety climate, and safety performance in healthcare facilities: A systematic review. 9.1 2.0 2022 Towards Assessing Isolation Properties in Partitioning Hypervisors 7009 1.1 2022 Virtualizing mixed-criticality systems: A survey on industrial trends and issues 7009 1.0 2022 Near miss management systems in the industrial sector: A literature review 9.1 2.0 2022 The landscape of safety management systems research: A scientometric analysis 9.1 2.0 2022 Healthcare related event prediction from textual data with machine learning: A Systematic Literature Review 9.1 2.2 2022 Meta-Learning in Neural Networks: A Survey 9.1 2.0 2022 Challenges in evaluating the accuracy of AIcontaining digital triage systems: A systematic review 9.1 2.4 2022 Monitoring Preventable Adverse Events and Near Misses: Number and Type Identified Differ Depending on Method Used. 9.1 2.0 2022 The concept of plausibility in a risk analysis context: Review and clarifications of defining ideas and interpretations 7009 1.0 2022 The path toward successful safety performance measurement. 9.1 2.0 2022 Incident Reporting Systems: How did we get here and where should we go? A narrative review 9.1 2.0 2022 Challenges Of Testing Highly Automated Vehicles: A Literature Review 7009 1.3 2022 Trustworthy Artificial Intelligence: A Review 7009 1.0 Resilience Engineering Indicators and Safety Management: A Systematic Review A comprehensive survey of industry practice in real time systems‑
7009X Evidence Base Version: 2.5 Page 3 of 3 2022 Level-5 Autonomous Driving—Are We There Yet? A Review of Research Literature 7009 1.0 2022 Correct-by-Construction Runtime Enforcement in AI – A Survey 7009 1.2 2022 A Survey on Data-driven Software Vulnerability Assessment and Prioritization 7009 1.0 2022 Information needs and challenges in future process safety 7009 1.1 2022 Metrics for Evaluating the Performance of Complex Engineering System Health Monitoring Models 7009 1.0 2022 Electrical-Level Attacks on CPUs, FPGAs, and GPUs: Survey and Implications in the Heterogeneous Era 7009 1.0 2022 What influences algorithmic decision-making? A systematic literature review on algorithm aversion 7009 1.0 2022 Attestation Mechanisms for Trusted Execution Environments Demystified 9.1 2.0 2022 Patient safety classifications, taxonomies and ontologies: A systematic review on development and evaluation methodologies 9.1 2.0 2022 Taxonomy of Machine Learning Safety: A Survey and Primer 7009 2.3 2022 Safety Assurance of Artificial Intelligence-Based Systems: A Systematic Literature Review on the State of the Art and Guidelines for Future Work 7009 2.2 2022 State-of-the-art violence detection techniques in video surveillance security systems: a systematic review. 9.1 2.0 2022 Semantic Knowledge Graphs for the News: A Review 9.1 2.0 2022 Challenges in Deploying Machine Learning: a Survey of Case Studies 7009 1.0 2022 Testing anticipatory systems: A systematic mapping study on the state of the art 7009 1.1 2022 A Review on Fairness in Machine Learning 7009 1.0 2022 Informing Healthcare Alarm Design and Use: A Human Factors Cross-Industry Perspective 9.1 2.5 2022 Barriers Involved in the Safety Management Systems: A Systematic Review of Literature 9.1 2.0 2022 A Systematic Review on Healthcare Artificial Intelligent Conversational Agents for Chronic Conditions 9.1 2.0 2022 Human and organizational factors in European nuclear safety: A fifty-year perspective on insights, implementations, and ways forward 9.1 2.0 2022 Monitoring machine learning models: a categorization of challenges and methods 7009 1.3 2022 Operationalizing Human Values in Software Engineering: A Survey 7009 1.0 2022 A Survey on Security and Privacy Issues in Modern Healthcare Systems: Attacks and Defenses 9.1 2.0 2022 Anomaly Detection and Failure Root Cause Analysis in (Micro) Service-Based Cloud Applications: A Survey 7009 1.0 2022 How to keep text private? A systematic review of deep learning methods for privacy preserving natural language processing‐9.1 2.0 2022 Patient Safety Strategies in Psychiatry and How They Construct the Notion of Preventable Harm: A Scoping Review 7009 1.0 2022 Learning Monitorable Operational Design Domains for Assured Autonomy 7009 1.3 2022 Anomaly Analysis in Images and Videos: A Comprehensive Review 7009 2.0 2022 Predictive maintenance using digital twins: A systematic literature review 7009 1.0 2022 The diagnostic and triage accuracy of digital and online symptom checker tools: a systematic review 9.1 2.5 2022 A Survey on Curriculum Learning 9.1 2.0 2022 Modeling critical infrastructure resilience under compounding threats: A systematic literature review 9.1 2.5 2022 Industry 4.0 Solutions Impacts on Critical Infrastructure Safety and Protection—A Systematic Literature Review 7009 1.1 2022 Complex equipment system resilience: Composition, measurement and element analysis 9.1 2.5 2022 Safety barriers in the chemical process industries: A state-of-the-art review on their classification, assessment, and management 9.1 2.0 2022 Recent Advances in Video Analytics for Rail Network Surveillance for Security, Trespass and Suicide Prevention—A Survey . 9.1 2.0 2023 ISO/IEC/IEEE 15288:2023 System and software engineering – System life cycle process 7009 2.1 2023 ISO/IEC 23894:2023 Information technology — Artificial intelligence — Guidance on risk management 9.1 2.3 2023 ISO/IEC 25059:2023 Software engineering — Systems and software Quality Requirements and Evaluation (SQuaRE) — Quality model for AI systems 7009 2.3 2023 IEEE Std 2851-2023, IEEE Standard for Functional Safety Data Format for Interoperability within the Dependability Lifecycle 7009 2.1 2023 ISO/IEC 42001:2023 Information technology — Artificial intelligence — Management system 9.1 2.3 2023 ISO/IEC 5338:2023 Information technology — Artificial intelligence — AI system life cycle processes 9.1 2.3 2023 Knowledge Tracing: A Survey 7009 2.0 2023 A Taxonomy and Analysis of Misbehaviour Detection in Cooperative Intelligent Transport Systems: A Systematic Review 9.1 2.0 2023 AI Incident Database 7009 2.2 2023 A Survey on Collaborative Learning for Intelligent Autonomous Systems 9.2 2.5 2023 AI Chatbots in Digital Mental Health 7009 2.0 2023 Constructs of leading indicators: A synthesis of safety literature 7009 2.0 2023 Major aviation accident investigation methodologies used by ITSA members 9.1 2.5 2023 Identifying a list of healthcare ‘never events’ to effect system change: a systematic review and narrative synthesis 7009 2.0 2023 On Understanding Context Modelling for Adaptive Authentication Systems 9.1 2.5 2023 Addressing uncertainty in the safety assurance of machine-learning 7009 2.2 2023 Research in marine accidents: A bibliometric analysis, systematic review and future directions 7009 2.0 2023 Harms from Increasingly Agentic Algorithmic Systems 9.1 2.2 2023 Implementing Data Exfiltration Defense in Situ: A Survey of Countermeasures and Human Involvement 9.1 2.0 2023 Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning 7009 2.0 2023 Benchmarks for Automated Commonsense Reasoning: A Survey 7009 2.0 2023 On the computational approaches for supporting triage systems 9.1 2.5 2023 Psychosocial factors and safety in high-risk industries: A systematic literature review 9.1 2.0 2023 The SMART Safety: An empirical dataset for evidence synthesis of adverse events 7009 2.0 2023 The Functional Safety Terminology Landscape 7009 2.0 2023 Online patient feedback as a safety valve: An automated language analysis of unnoticed and unresolved safety incidents. 9.1 2.0 2023 A Survey of Adversarial Defenses and Robustness in NLP 7009 2.0 2023 Meaningful Human Control over AI for Health? A Review 9.1 2.2 2023 Interorganizational health information exchange-related patient safety incidents: A descriptive register-based qualitative study 9.1 2.0 2023 Assessing the healthcare quality issues for digital incident reporting in Sweden: Incident reports analysis. 9.1 2.0 2023 Factors contributing to healthcare professionals’ adaptive capacity with hospital standardization: a scoping review 9.1 2.5 2023 Human-centric and semantics-based explainable event detection: a survey 9.1 2.2 2023 Device Fingerprinting for Cyber-Physical Systems: A Survey 7009 2.0 2023 Integrating Safety-I and Safety-II Approaches in Near Miss Management: A Critical Analysis 7009 2.0 2023 Performance Interference of Virtual Machines: A Survey 7009 1.0 2023 A Comprehensive Review of the State-of-the-Art on Security and Privacy Issues in Healthcare 9.1 2.0 2023 Risky Artificial Intelligence: The Role of Incidents in the Path to AI Regulation 7009 2.0 2023 Barriers and facilitators to improving patient safety learning systems: a systematic review of qualitative studies and meta-synthesis 7009 2.0 2023 A pragmatic approach to the limitations of safety management systems in aviation 7009 2.0 2023 9.1 2.2 2023 Identifying Factors That Impact Levels of Automation in Autonomous Systems 7009 2.3 2023 A Survey on Event-based News Narrative Extraction 7009 2.0 2023 Data Provenance in Security and Privacy 7009 2.0 2023 A systematic review on security and safety of self-adaptive systems 7009 2.3 2023 Triage : A Global Perspective 9.1 2.4 2023 Benefits and challenges relating to the implementation of health and safety leading indicators in the construction industry: A systematic review 7009 2.0 2023 Examining the Potential of Generative Language Models for Aviation Safety Analysis: Case Study and Insights Using the Aviation Safety Reporting System (ASRS) 7009 2.0 2023 What Are the Attackers Doing Now? Automating Cyberthreat Intelligence Extraction from Text on Pace with the Changing Threat Landscape: A Survey 9.1 2.0 2023 Software Fault Tolerance in Real-Time Systems: Identifying the Future Research Questions 7009 2.0 2023 A Scoping Literature Review of Natural Language Processing Application to Safety Occurrence Reports 9.1 2.4 2023 A Survey of Threats to Research Literature-dependent Medical AI Solutions 9.1 2.0 2023 Triage and Diagnostic Accuracy of Online Symptom Checkers: Systematic Review 9.1 2.5 2023 Certification Labels for Trustworthy AI: Insights From an Empirical Mixed-Method Study 7009 2.0 2023 A qualitative systematic review on the application of the normalization of deviance phenomenon within high-risk industries. 9.1 2.0 2023 Provenance Data Management in Health Information Systems: A Systematic Literature Review 7009 2.0 2023 Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013–2023) 9.1 2.2 2023 Application of Artificial Intelligence in Detection and Mitigation of Human Factor Errors in Nuclear Power Plants: A Review 7009 2.0 2023 Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction 7009 2.2 2023 Detecting Outliers in Non-IID Data: A Systematic Literature Review 7009 2.0 2023 Meaningful human control: actionable properties for AI system development 7009 2.2 2023 A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities 9.1 2.0 2023 Healthcare resilience: a meta-narrative systematic review and synthesis of reviews 7009 2.0 2023 Ten years of online incident reporting and learning using CPiRLS: implications for improved patient safety 7009 2.0 2023 Learning from past in the aircraft maintenance industry: An empirical evaluation in the safety management framework 9.1 2.2 2023 AMon: A domain-specific language and framework for adaptive monitoring of Cyber–Physical Systems 7009 1.3 2023 People watching: Abstractions and orthodoxies of monitoring 9.1 2.2 2023 Towards a Research Agenda for Understanding and Managing Uncertainty in Self-Adaptive Systems 7009 2.5 2023 Strategic Decisions: Survey, Taxonomy, and Future Directions from Artificial Intelligence Perspective 7009 1.0 2023 Machine Unlearning: A Survey 7009 2.0 2023 Uncertainties and their treatment in the quantitative risk assessment of domino effects: Classification and review 9.1 2.2 2023 A Systematic Literature Review of Information Security in Chatbot 9.1 2.0 2023 Comprehensive Review of Safety Studies in Process Industrial Systems: Concepts, Progress, and Main Research Topics 7009 2.0 2023 A Systematic Survey of Just-in-Time Software Defect Prediction 7009 1.0 2023 Rare Category Analysis for Complex Data: A Review. 9.1 2.0 2024 The need for more informative defect prediction: A systematic literature review 7009 2.2 2024 International Scientific Report on the Safety of Advanced AI 7009 2.2 2024 Systematic mapping study on requirements engineering for regulatory compliance of software systems 7009 2.2 2024 A review of predictive uncertainty estimation with machine learning 7009 2.2 2024 Decoding Real-World Artificial Intelligence Incidents 9.1 2.2 2024 ISO/IEC TR 24030:2024 Information technology — Artificial intelligence (AI) — Use cases 9.1 2.3 2024 ISO/IEC TS 25058:2024 Systems and software engineering — Systems and software Quality Requirements and Evaluation (SQuaRE) — Guidance for quality evaluation of artificial intelligence (AI) systems 7009 2.3 2024 ISO/IEC 5259-1:2024 Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 1: Overview, terminology, and examples 9.1 2.3 2024 ISO/IEC 5259-2:2024 Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 2: Data quality measures 9.1 2.3 2024 ISO/IEC 5259-3:2024 Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 3: Data quality management requirements and guidelines 9.1 2.3 2024 ISO/IEC 5259-4:2024 Artificial intelligence — Data quality for analytics and machine learning (ML) — Part 4: Data quality process framework 9.1 2.3 2024 ISO/IEC TR 5469:2024 Artificial intelligence — Functional safety and AI systems 9.1 2.3 2024 IEEE Std 7009-2024, IEEE Standard for Fail-Safe Design of Autonomous and Semi-Autonomous Systems 7009 2.1 2024 ISO/IEC TS 8200:2024 Information technology — Artificial intelligence — Controllability of automated artificial intelligence systems 9.1 2.3 2024 IEEE 982-2024, Standard for Measures of the Software Aspects of Dependability 7009 2.4 2024 Future of process safety: Insights, approaches, and potential developments 7009 2.0 2024 AI Risk Repository 9.1 2.2 2024 A Survey on Cyber Resilience: Key Strategies, Research Challenges, and Future Directions 9.1 2.5 2024 Evaluating the Potential and Pitfalls of AI-Powered Conversational Agents as Humanlike Virtual Health Carers in the Remote Management of Noncommunicable Diseases: Scoping Review 9.1 2.2 2024 Artificial intelligence – Human intelligence conflict and its impact on process system safety 9.1 2.3 2024 Unpacking Human-AI Interaction in Safety-Critical Industries: A Systematic Literature Review 7009 2.2 2024 A Survey on Resilience in Information Sharing on Networks: Taxonomy and Applied Techniques 9.1 2.5 2024 Relational Event Modeling 9.1 2.1 2024 Early Validation and Verification of System Behaviour in Model-based Systems Engineering: A Systematic Literature Review 7009 2.3 2024 Artificial Intelligence for Safety-Critical Systems in Industrial and Transportation Domains: A Survey 7009 2.1 2024 Frameworks for measuring population health: A scoping review 9.1 2.2 2024 A Survey on Software Vulnerability Exploitability Assessment 9.1 2.4 2024 What is known about resilient healthcare systems in the context of natural disasters? A scoping review 9.1 2.5 2024 A Survey on Cyber-Resilience Approaches for Cyber-Physical Systems 9.1 2.5 2024 FLI AI Safety Index 2024 7009 2.3 2024 Malware Detection with Artificial Intelligence: A Systematic Literature Review 7009 2.0 2024 A Systematic Literature Review of Novelty Detection in Data Streams: Challenges and Opportunities 9.1 2.3 2024 A Review of Safe Reinforcement Learning: Methods, Theories, and Applications 7009 2.3 2024 Factors affecting learning from incidents: A cross-industry review 7009 2.0 2024 The Application of Artificial Intelligence in Functional Safety 7009 2.0 2024 Applications, Challenges, and Future Directions of Human-in-the-Loop Learning 9.1 2.4 2024 Protecting Privacy in Digital Records: The Potential of Privacy-Enhancing Technologies 7009 2.0 2024 Generative AI for Self-Adaptive Systems: State of the Art and Research Roadmap 7009 2.4 2024 Design for dependability — State of the art and trends 7009 2.3 2024 Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering 7009 2.3 2024 Data-Driven Process Monitoring and Fault Diagnosis: A Comprehensive Survey 7009 2.5 2024 Machine Learning with Confidential Computing: A Systematization of Knowledge 9.1 2.2 2024 Hybrid intelligence failure analysis for industry 4.0: a literature review and future prospective 7009 2.3 2024 Licensing of safety critical software for nuclear reactors: Common position of international nuclear regulators and authorised technical support organisations 7009 2.5 2024 Interplay of human factors and safety culture in nuclear safety for enhanced organisational and individual Performance: A comprehensive review 7009 2.0 2024 Completeness, Recall, and Negation in Open-world Knowledge Bases: A Survey 7009 2.0 2024 A Systematic Literature Review on AI Safety: Identifying Trends, Challenges, and Future Directions 7009 2.3 2024 A PRISMA-driven systematic mapping study on system assurance weakeners 7009 2.2 2024 The AI Risk Repository: A Comprehensive Meta-Review, Database, and Taxonomy of Risks From Artificial Intelligence 9.1 2.2 2024 Effective information collection in incident investigations: A systematic review and narrative synthesis. 9.1 2.0 2024 The case for a broader approach to AI assurance: addressing “hidden” harms in the development of artificial intelligence 7009 2.2 2024 AI Safety Assurance for Automated Vehicles: A Survey on Research, Standardization, Regulation 7009 2.3 2024 Patient safety near misses – Still missing opportunities to learn 7009 2.0 2024 A survey on large language model (LLM) security and privacy: The Good, The Bad, and The Ugly 9.1 2.4 2024 Reaching Consensus in the Byzantine Empire: A Comprehensive Review of BFT Consensus Algorithms 7009 2.0 2025 The AILuminate Assessment Standard 7009 2.4 2025 Private and Secure Distributed Deep Learning: A Survey 9.1 2.2 2025 Agentharm: A Benchmark For Measuring Harmfulness Of LLM Agents 7009 2.4 2025 Membership Inference Attacks and Defenses in Federated Learning: A Survey 9.1 2.2 2025 Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach 7009 2.5 2025 Situation Awareness for Cyber Resilience: A review 9.1 2.5 2025 A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas 7009 2.4 2025 Virtualization Technology for Dependable Embedded Systems: A Survey for Transportation and Industrial Domains 7009 2.5 2025 A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects 9.1 2.4 2025 Deep Learning for Time Series Anomaly Detection: A Survey 7009 2.2 2025 AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways 9.1 2.4 2025 Understanding World or Predicting Future? A Comprehensive Survey of World Models 7009 2.4 2025 Safety Monitoring of Machine Learning Perception Functions: A Survey 7009 2.4 2025 A Review on Self-Supervised Learning in Time Series Anomaly Detection: Recent Advances and Open Challenges 9.1 2.5 2025 Causal reasoning in Software Quality Assurance: A systematic review 7009 2.4 2025 Separation of Duty in Information Security 7009 2.4 2025 Anonymization Techniques for Behavioral Biometric Data: A Survey 9.1 2.4 2025 Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems 7009 2.4 2025 Monitoring data for Anomaly Detection in Cloud-Based Systems: A Systematic Mapping Study 7009 2.4 2025 Alert Prioritisation in Security Operations Centres: A Systematic Survey on Criteria and Methods 9.1 2.4 2025 Out-of-Distribution Data: An Acquaintance of Adversarial Examples - A Survey 9.1 2.4 2025 Competence Awareness for Humans and Machines: A Survey and Future Research Directions from Psychology 7009 2.2 2025 Towards a Better Understanding of Evaluating Trustworthiness in AI Systems 7009 2.4 2025 Ensuring Dependability at the Scale of AWS 9.1 2.4 2025 Accuracy of online symptom assessment applications, large language models, and laypeople for self–triage decisions 9.1 2.5 2025 Causality, Machine Learning, and Feature Selection: A Survey 9.1 2.4 2025 Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances 9.1 2.5 2025 Exploring the Ethical Challenges of Conversational AI in Mental Health Care: Scoping Review 9.1 2.4 2025 Trust, risk perception, and intention to use autonomous vehicles: an interdisciplinary bibliometric review 9.1 2.4 2025 Chaos Engineering: A Multi-Vocal Literature Review 7009 2.5 2025 Examining the influence of national culture on aviation safety: A systematic review 9.1 2.5 2025 Causality for Trustworthy Artificial Intelligence: Status, Challenges and Perspectives 9.1 2.4 2025 Assessing the accuracy and consistency of large language models in triaging social media posts for psychological distress 9.1 2.5 2025 A Comprehensive Survey on Rare Event Prediction 7009 2.2 2025 Mapping and Summarizing the Research on AI Systems for Automating Medical History Taking and Triage: Scoping Review 9.1 2.4 2025 Alert Fatigue in Security Operations Centres: Research Challenges and Opportunities 9.1 2.4 2025 A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities 9.1 2.4 2025 Toward a Unified Understanding of Cyber Resilience: Concepts, Strategies, and Future Directions 9.1 2.5 2025 Survey on Factuality in Large Language Models 9.1 2.4 2025 A scoping review of the evidence base for the performance of leading indicators for improving safety outcomes: Available evidence, implications for practice and future directions 7009 2.5 2025 Cyber-physical systems with Human-in-the-Loop: A systematic review of socio-technical perspectives 9.1 2.5 2025 Safety culture maturity models in occupational safety and health: An updated scoping review 7009 2.5 2025 Learning from safety science: designing incident reporting systems in cybersecurity 7009 2.5 2025 A Survey of AI Reliance 9.1 2.5 2024 Resilience training for critical situation management. An umbrella and a systematic literature review 9.1 2.5 2023 Model-based joint analysis of safety and security: Survey and identification of gaps 7009 2.5 2022 System security assurance: A systematic literature review 7009 2.5 2025 Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance 7009 2.4 2025 Trustworthy AI-based Performance Diagnosis Systems for Cloud Applications: A Review 9.1 2.4 2025 A Survey on Failure Analysis and Fault Injection in AI Systems 7009 2.4 2025 Backdoor Attacks and Defenses Targeting Multi-Domain AI Models: A Comprehensive Review 9.1 2.2 2025 A Survey of AIOps in the Era of Large Language Models 9.1 2.4 2025 Failure Diagnosis in Microservice Systems: A Comprehensive Survey and Analysis 7009 2.4 2025 The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape 9.1 2.4 2026 From hallucinations to hazards: benchmarking LLMs for hazard analysis in safety-critical systems 9.1 2.5 2026 What is safety performance? A systematic review of conceptualizations in the construction safety research 7009 2.5 Conducting separate reviews of benefits and harms could improve systematic reviews and meta analyses‑