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Survey of Approaches for Postprocessing of Static Analysis Alarms

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Empirical analysis of the relationship between CC and SLOC in a large corpus of Java methods and C functions
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Integrated static code analysis and runtime verification
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Taming False Alarms from a Domain-Unaware C Analyzer by a Bayesian Statistical Post Analysis
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Understanding the Origin of Alarms in Astrée
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Abstract Dependences for Alarm Diagnosis
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Z-Ranking: Using Statistical Analysis to Counter the Impact of Static Analysis Approximations
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Precise Widening Operators for Convex Polyhedra
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Which Defect Should Be Fixed First? Semantic Prioritization of Static Analysis Report
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Evaluating and Integrating Diverse Bug Finders for Effective Program Analysis
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Reducing Static Analysis Alarms Based on Non-impacting Control Dependencies
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A Method for Scalable and Precise Bug Finding Using Program Analysis and Model Checking
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Angelic Verification: Precise Verification Modulo Unknowns
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Combining Static and Dynamic Analyses for Vulnerability Detection: Illustration on Heartbleed
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Classifying Bugs with Interpolants
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A Survey of Satisfiability Modulo Theory
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Ranking Source Code Static Analysis Warnings for Continuous Monitoring of FLOSS Repositories
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A Tutorial on Satisfiability Modulo Theories
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Automatically Refining Abstract Interpretations
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IntFinder: Automatically Detecting Integer Bugs in x86 Binary Program
inferredcites →https://doi.org/10.1007/978-3-642-27940-9_20openalex-snapshot
Sound Non-statistical Clustering of Static Analysis Alarms
inferredcites →https://doi.org/10.1007/978-3-642-34281-3_23openalex-snapshot
SMT-Based False Positive Elimination in Static Program Analysis
inferredcites →https://doi.org/10.1007/978-3-642-45293-2_6openalex-snapshot
Pruning False Positives of Static Data-Race Detection via Thread Specialization
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A variable-level automated defect identification model based on machine learning
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An empirical study on combining diverse static analysis tools for web security vulnerabilities based on development scenarios
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Haifa verification conference 2007
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Deductive software verification
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Certification of software for real-time safety-critical systems: state of the art
inferredcites →https://doi.org/10.1007/s11334-012-0192-5openalex-snapshot
Model checking driven static analysis for the real world: designing and tuning large scale bug detection
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An analysis on secure coding using symbolic execution engine
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Filtering false alarms of buffer overflow analysis using SMT solvers
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A systematic literature review of actionable alert identification techniques for automated static code analysis
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A systematic mapping study on the combination of static and dynamic quality assurance techniques
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Static analysis of android apps: A systematic literature review
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An empirical study on classification methods for alarms from a bug-finding static C analyzer
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Auditing buffer overflow vulnerabilities using hybrid static–dynamic analysis
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History-Driven Fix for Code Quality Issues
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Investigation of Coding Violations Focusing on Authorships of Source Files
inferredcites →https://doi.org/10.1109/aero.2005.1559604openalex-snapshot
Precise and Scalable Static Program Analysis of NASA Flight Software
inferredcites →https://doi.org/10.1109/aero.2008.4526576openalex-snapshot
A Software Safety Certification Tool for Automatically Generated Guidance, Navigation and Control Code
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Using Machine Learning Techniques to Classify and Predict Static Code Analysis Tool Warnings
inferredcites →https://doi.org/10.1109/apsec.2012.97openalex-snapshot
Precise Analysis of Large Industry Code
inferredcites →https://doi.org/10.1109/apsec.2013.33openalex-snapshot
Diagnosis-Oriented Alarm Correlations
inferredcites →https://doi.org/10.1109/apsec.2014.81openalex-snapshot
Reducing False Alarms from an Industrial-Strength Static Analyzer by SVM
inferredcites →https://doi.org/10.1109/apsec48747.2019.00019openalex-snapshot
Multiple Program Analysis Techniques Enable Precise Check for SEI CERT C Coding Standard
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Software Vulnerability Detection Using Backward Trace Analysis and Symbolic Execution
inferredcites →https://doi.org/10.1109/ase.2001.989812openalex-snapshot
Combining static analysis and model checking for software analysis
inferredcites →https://doi.org/10.1109/ase.2008.29openalex-snapshot
Reducing False Positives by Combining Abstract Interpretation and Bounded Model Checking
inferredcites →https://doi.org/10.1109/cgo14663.2009openalex-snapshot
2009 International Symposium on Code Generation and Optimization
inferredcites →https://doi.org/10.1109/compsac.2006.55openalex-snapshot
Integrating Static and Dynamic Analysis for Detecting Vulnerabilities
inferredcites →https://doi.org/10.1109/compsac.2011.91openalex-snapshot
SoftWare IMmunization (SWIM) - A Combination of Static Analysis and Automatic Testing
inferredcites →https://doi.org/10.1109/compsac.2012.22openalex-snapshot
An Effective Defect Detection and Warning Prioritization Approach for Resource Leaks
inferredcites →https://doi.org/10.1109/compsacw.2011.26openalex-snapshot
Test-Driving Static Analysis Tools in Search of C Code Vulnerabilities
inferredcites →https://doi.org/10.1109/csse14048.2008openalex-snapshot
2008 International Conference on Computer Science and Software Engineering
inferredcites →https://doi.org/10.1109/esem18081.2011openalex-snapshot
2011 International Symposium on Empirical Software Engineering and Measurement
inferredcites →https://doi.org/10.1109/icsm.2013.89openalex-snapshot
Automated Classification of Static Code Analysis Alerts: A Case Study
inferredcites →https://doi.org/10.1109/icsme.2014.97openalex-snapshot
Improving Review of Clustered-Code Analysis Warnings
inferredcites →https://doi.org/10.1109/icsme.2016.63openalex-snapshot
From Quick Fixes to Slow Fixes: Reimagining Static Analysis Resolutions to Enable Design Space Exploration
inferredcites →https://doi.org/10.1109/icst.2009.45openalex-snapshot
A Model Building Process for Identifying Actionable Static Analysis Alerts
inferredcites →https://doi.org/10.1109/icst.2011.51openalex-snapshot
EFindBugs: Effective Error Ranking for FindBugs
inferredcites →https://doi.org/10.1109/icst.2017.53openalex-snapshot
Efficient Safety Proofs for Industry-Scale Code Using Abstractions and Bounded Model Checking
inferredcites →https://doi.org/10.1109/icst.2019.00048openalex-snapshot
Classifying False Positive Static Checker Alarms in Continuous Integration Using Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/ispras.2017.00010openalex-snapshot
Anxiety: A Dynamic Symbolic Execution Framework
inferredcites →https://doi.org/10.1109/issre.2004.1openalex-snapshot
A Comparison of Bug Finding Tools for Java
inferredcites →https://doi.org/10.1109/ms.2003.1207453openalex-snapshot
Tool support for fine-grained software inspection
inferredcites →https://doi.org/10.1109/ms.2008.130openalex-snapshot
Using Static Analysis to Find Bugs
inferredcites →https://doi.org/10.1109/ms.2017.3571566openalex-snapshot
International Conference on Software Engineering
inferredcites →https://doi.org/10.1109/qrs-c.2017.110openalex-snapshot
A Framework for Combining and Ranking Static Analysis Tool Findings Based on Tool Performance Statistics
inferredcites →https://doi.org/10.1109/qrs.2019.00042openalex-snapshot
Reorganizing and Optimizing Post-Inspection on Suspicious Bug Reports in Path-Sensitive Analysis
inferredcites →https://doi.org/10.1109/qsic.2008.30openalex-snapshot
An Approach to Merge Results of Multiple Static Analysis Tools (Short Paper)
inferredcites →https://doi.org/10.1109/qsic.2009.10openalex-snapshot
A Hybrid Approach to Detecting Security Defects in Programs
inferredcites →https://doi.org/10.1109/saner.2015.7081867openalex-snapshot
On implementational variations in static analysis tools
inferredcites →https://doi.org/10.1109/saner.2016.105openalex-snapshot
Analyzing the State of Static Analysis: A Large-Scale Evaluation in Open Source Software
inferredcites →https://doi.org/10.1109/saner.2016.63openalex-snapshot
At Ease with Your Warnings: The Principles of the Salutogenesis Model Applied to Automatic Static Analysis
inferredcites →https://doi.org/10.1109/saner.2017.7884656openalex-snapshot
UAV: Warnings from multiple Automated Static Analysis Tools at a glance
inferredcites →https://doi.org/10.1109/scam.2008.12openalex-snapshot
DTS - A Software Defects Testing System
inferredcites →https://doi.org/10.1109/scam.2008.24openalex-snapshot
Automated Detection of Code Vulnerabilities Based on Program Analysis and Model Checking
inferredcites →https://doi.org/10.1109/scam.2013.6648191openalex-snapshot
Review efforts reduction by partitioning of static analysis warnings
inferredcites →https://doi.org/10.1109/scam.2016.25openalex-snapshot
Survey of Approaches for Handling Static Analysis Alarms
inferredcites →https://doi.org/10.1109/scam.2019.00013openalex-snapshot
Automatically Generating Fix Suggestions in Response to Static Code Analysis Warnings
inferredcites →https://doi.org/10.1109/snpd.2016.7515929openalex-snapshot
Detecting integer overflow in Windows binary executables based on symbolic execution
inferredcites →https://doi.org/10.1109/tse.2005.63openalex-snapshot
Automatic mining of source code repositories to improve bug finding techniques
inferredcites →https://doi.org/10.1109/tse.2006.38openalex-snapshot
On the value of static analysis for fault detection in software
inferredcites →https://doi.org/10.1109/tse.2010.28openalex-snapshot
How Reliable Are Systematic Reviews in Empirical Software Engineering?
inferredcites →https://doi.org/10.1109/tse.2018.2884955openalex-snapshot
Mining Fix Patterns for FindBugs Violations
inferredcites →https://doi.org/10.1109/tse.2020.3004525openalex-snapshot
Why Do Software Developers Use Static Analysis Tools? A User-Centered Study of Developer Needs and Motivations
inferredcites →https://doi.org/10.1109/wcre.2012.37openalex-snapshot
A Framework to Compare Alert Ranking Algorithms
inferredcites →https://doi.org/10.1109/wcre.2013.6671303openalex-snapshot
Clustering static analysis defect reports to reduce maintenance costs
inferredcites →https://doi.org/10.1134/11086.1608-3261openalex-snapshot
Programming and Computer Software
inferredcites →https://doi.org/10.1134/s0361768810040055openalex-snapshot
The use of dynamic analysis for generation of input data that demonstrates critical bugs and vulnerabilities in programs
inferredcites →https://doi.org/10.1134/s036176881805002xopenalex-snapshot
Directed Dynamic Symbolic Execution for Static Analysis Warnings Confirmation
inferredcites →https://doi.org/10.1145/1287624.1287633openalex-snapshot
Which warnings should I fix first?
inferredcites →https://doi.org/10.1145/1287624.1287654openalex-snapshot
RELAY
inferredcites →https://doi.org/10.1145/1295014.1295042openalex-snapshot
Using groupings of static analysis alerts to identify files likely to contain field failures
inferredcites →https://doi.org/10.1145/1348250.1348254openalex-snapshot
DSD-Crasher
inferredcites →https://doi.org/10.1145/1349332.1349339openalex-snapshot
Adaptively ranking alerts generated from automated static analysis
inferredcites →https://doi.org/10.1145/1409720.1409733openalex-snapshot
A catalogue of lightweight visualizations to support code smell inspection
inferredcites →https://doi.org/10.1145/1858996.1859013openalex-snapshot
Automatic construction of an effective training set for prioritizing static analysis warnings
inferredcites →https://doi.org/10.1145/1953355.1953369openalex-snapshot
Effective false positive filtering for evolving software
inferredcites →https://doi.org/10.1145/2103621.2103662openalex-snapshot
Underspecified harnesses and interleaved bugs
inferredcites →https://doi.org/10.1145/2254064.2254087openalex-snapshot
Automated error diagnosis using abductive inference
inferredcites →https://doi.org/10.1145/2351676.2351685openalex-snapshot
To what extent could we detect field defects? an empirical study of false negatives in static bug finding tools
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Almost-correct specifications
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Automatic detection and correction of web application vulnerabilities using data mining to predict false positives
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An automated approach to detect violations with high confidence in incremental code using a learning system
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Verification modulo versions
inferredcites →https://doi.org/10.1145/2597073.2597100openalex-snapshot
Finding patterns in static analysis alerts: improving actionable alert ranking
inferredcites →https://doi.org/10.1145/2601248.2601268openalex-snapshot
Guidelines for snowballing in systematic literature studies and a replication in software engineering
inferredcites →https://doi.org/10.1145/2660267.2660339openalex-snapshot
ALETHEIA
inferredcites →https://doi.org/10.1145/2745802.2745818openalex-snapshot
Experiences from using snowballing and database searches in systematic literature studies
inferredcites →https://doi.org/10.1145/2970276.2970282openalex-snapshot
BovInspector: automatic inspection and repair of buffer overflow vulnerabilities
inferredcites →https://doi.org/10.1145/2970276.2970347openalex-snapshot
What developers want and need from program analysis: an empirical study
inferredcites →https://doi.org/10.1145/3095021openalex-snapshot
Sound Non-Statistical Clustering of Static Analysis Alarms
inferredcites →https://doi.org/10.1145/3133881openalex-snapshot
Effective interactive resolution of static analysis alarms
inferredcites →https://doi.org/10.1145/3192366.3192417openalex-snapshot
User-guided program reasoning using Bayesian inference
inferredcites →https://doi.org/10.1145/3193992.3194003openalex-snapshot
Formal verification of automotive embedded software
inferredcites →https://doi.org/10.1145/3194095.3194100openalex-snapshot
Prioritizing alerts from multiple static analysis tools, using classification models
inferredcites →https://doi.org/10.1145/3236024.3264599openalex-snapshot
WarningsGuru: integrating statistical bug models with static analysis to provide timely and specific bug warnings
inferredcites →https://doi.org/10.1145/3314221.3314616openalex-snapshot
Continuously reasoning about programs using differential Bayesian inference
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Phoenix: automated data-driven synthesis of repairs for static analysis violations
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Getafix: learning to fix bugs automatically
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Annual Computer Security Applications Conference
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Symbolic execution and program testing
inferredcites →https://doi.org/10.1155/2017/5452396openalex-snapshot
Assisting in Auditing of Buffer Overflow Vulnerabilities via Machine Learning
inferredcites →https://doi.org/10.12783/dtcse/cimns2017/16332openalex-snapshot
Dominant Alarm Research and Implementation Based on Static Defect Detection
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Inter-Procedural Diagnosis Path Generation for Automatic Confirmation of Program Suspected Faults
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Checking System Rules Using System-Specific, Programmer-Written Compiler Extensions
inferredcites →https://doi.org/10.4018/978-1-5225-0945-5.ch004openalex-snapshot
Combining Static Code Analysis and Machine Learning for Automatic Detection of Security Vulnerabilities in Mobile Apps
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ISA: A Source Code Static Vulnerability Detection System Based on Data Fusion

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Mitigating False Positive Static Analysis Warnings: Progress, Challenges, and Opportunities
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VulRESC: A Vulnerability Detection Framework Based on Risk Path Extraction and Inter-Procedural Semantic Completion
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COMBINED APPROACHES TO THE STATIC CODE ANALYSIS USING NEURAL NETWORKS
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.