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Scaling static analyses at Facebook

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What this work says

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

inferredcites →https://doi.org/10.1007/3-540-45937-5_13openalex-snapshot
Modular Static Program Analysis
inferredcites →https://doi.org/10.1007/978-3-319-17524-9_1openalex-snapshot
Moving Fast with Software Verification
inferredcites →https://doi.org/10.1007/978-3-319-96145-3_3openalex-snapshot
Formal Reasoning About the Security of Amazon Web Services
inferredcites →https://doi.org/10.1007/978-3-319-99725-4_5openalex-snapshot
Experience Developing and Deploying Concurrency Analysis at Facebook
inferredcites →https://doi.org/10.1109/mic.2013.25openalex-snapshot
Development and Deployment at Facebook
inferredcites →https://doi.org/10.1109/ms.2004.1293079openalex-snapshot
Righting software
inferredcites →https://doi.org/10.1109/scam.2018.00009openalex-snapshot
From Start-ups to Scale-ups: Opportunities and Open Problems for Static and Dynamic Program Analysis
inferredcites →https://doi.org/10.1145/1240624.1240730openalex-snapshot
Disruption and recovery of computing tasks
inferredcites →https://doi.org/10.1145/1328438.1328467openalex-snapshot
Generating precise and concise procedure summaries
inferredcites →https://doi.org/10.1145/1646353.1646374openalex-snapshot
A few billion lines of code later
inferredcites →https://doi.org/10.1145/2049697.2049700openalex-snapshot
Compositional Shape Analysis by Means of Bi-Abduction
inferredcites →https://doi.org/10.1145/2984450.2984457openalex-snapshot
Concurrent separation logic
inferredcites →https://doi.org/10.1145/3188720openalex-snapshot
Lessons from building static analysis tools at Google
inferredcites →https://doi.org/10.1145/3209108.3209109openalex-snapshot
Continuous Reasoning
inferredcites →https://doi.org/10.1145/3211968openalex-snapshot
Separation logic
inferredcites →https://doi.org/10.1145/3276514openalex-snapshot
RacerD: compositional static race detection
inferredcites →https://doi.org/10.1145/3290370openalex-snapshot
A true positives theorem for a static race detector
inferredcites →https://doi.org/10.1145/512950.512973openalex-snapshot
Abstract interpretation

What points at this work

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

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Quality culture boosts agile transformation—Action research in a business‐to‐business software business
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Reality Check on Formal Methods in Industry: A Study of Verum Dezyne
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Code‐level model checking in the software development workflow at Amazon Web Services
inferred← citeshttps://doi.org/10.1002/stvr.1793openalex-snapshot
Model checking C++ programs
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Annotation-Based Static Analysis for Personal Data Protection
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Local Reasoning About the Presence of Bugs: Incorrectness Separation Logic
inferred← citeshttps://doi.org/10.1007/978-3-030-54997-8_3openalex-snapshot
Reasoning About Shared-Variable Concurrency: Interactions Between Research Threads
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Ernst Denert Award for Software Engineering 2019
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Applications of Synchronized Pushdown Systems
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Static Resource Analysis at Scale (Extended Abstract)
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Rooting Formal Methods Within Higher Education Curricula for Computer Science and Software Engineering — A White Paper —
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Cybersecurity Education and Formal Methods
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Provenance-Based Security Audits and Its Application to COVID-19 Contact Tracing Apps
inferred← citeshttps://doi.org/10.1007/978-3-030-89051-3_2openalex-snapshot
Function Pointer Eliminator for C Programs
inferred← citeshttps://doi.org/10.1007/978-3-030-94583-1_17openalex-snapshot
Generalized Arrays for Stainless Frames
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Limits and difficulties in the design of under-approximation abstract domains
inferred← citeshttps://doi.org/10.1007/978-3-030-99527-0_30openalex-snapshot
The Static Analyzer Infer in SV-COMP (Competition Contribution)
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Automated Verification of Concurrent Search Structures
inferred← citeshttps://doi.org/10.1007/978-3-031-21388-5_11openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-031-24841-2_19openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-031-25312-6_31openalex-snapshot
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An Efficient Cyclic Entailment Procedure in a Fragment of Separation Logic
inferred← citeshttps://doi.org/10.1007/978-3-031-44245-2_15openalex-snapshot
A Product of Shape and Sequence Abstractions
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Lifting On-Demand Analysis to Higher-Order Languages
inferred← citeshttps://doi.org/10.1007/978-3-031-44245-2_7openalex-snapshot
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The Top-Down Solver—An Exercise in $$\text {A}^{2}$$I
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inferred← citeshttps://doi.org/10.1007/s10009-024-00777-8openalex-snapshot
Inference of access policies through static analysis
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A manifesto for applicable formal methods
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A longitudinal study of static analysis warning evolution and the effects of PMD on software quality in Apache open source projects
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CPGHunter: LLM-guided semantic modeling for scalable vulnerability detection via taint analysis
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The magic of triangles: An empirical study on peer connection stability in a developer social network and project’s outcomes
inferred← citeshttps://doi.org/10.1016/j.jlamp.2026.101187openalex-snapshot
Compositional backward shape analysis by means of bi-abduction
inferred← citeshttps://doi.org/10.1017/s147106842500002xopenalex-snapshot
Provenance Guided Rollback Suggestions
inferred← citeshttps://doi.org/10.1093/logcom/exab083openalex-snapshot
Declarative continuous reasoning in the cloud-IoT continuum
inferred← citeshttps://doi.org/10.1109/access.2025.3650540openalex-snapshot
Type Region Model and Its Application in Program Static Detection
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Transformation of Vulnerability Management Through Artificial Intelligence: An Overview of Generative and Learning Models
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Challenging the Stigma of Formal Program Repair
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Examining the Relationship of Code and Architectural Smells with Software Vulnerabilities
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A Compositional Deadlock Detector for Android Java
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Fact-Aligned and Template-Constrained Static Analyzer Rule Enhancement with LLMs
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Incremental Program Analysis in the Wild: An Empirical Study on Real-World Program Changes
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DALEQ - Explainable Equivalence for Java Bytecode
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Nudging Students Toward Better Software Engineering Behaviors
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Teaching a Project-Based Course at a Safe Distance: An Experience Report
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Bridging the Gap: Automated Analysis of Sancus
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Commit-Message-Augmented Static Analysis of Cross-Site Scripting Fixes in Java Web Applications
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Requirements-based Code Model Checking
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Empirically-Informed Approaches to Shift Vulnerability Detection to the Left
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On the use of static analysis to engage students with software quality improvement: An experience with PMD
inferred← citeshttps://doi.org/10.1109/icse-seip58684.2023.00034openalex-snapshot
Long-term Static Analysis Rule Quality Monitoring Using True Negatives
inferred← citeshttps://doi.org/10.1109/icse-seip58684.2023.00036openalex-snapshot
The Challenges of Shift Left Static Analysis
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Learning to Boost Disjunctive Static Bug-Finders
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Closing the Gap: A User Study on the Real-world Usefulness of AI-powered Vulnerability Detection & Repair in the IDE
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inferred← citeshttps://doi.org/10.1145/3632897openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3639477.3639742openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3643782openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3648441openalex-snapshot
Interactive Abstract Interpretation with Demanded Summarization
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Outcome Separation Logic: Local Reasoning for Correctness and Incorrectness with Computational Effects
inferred← citeshttps://doi.org/10.1145/3650212.3652110openalex-snapshot
Precise Compositional Buffer Overflow Detection via Heap Disjointness
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Hyper Hoare Logic: (Dis-)Proving Program Hyperproperties
inferred← citeshttps://doi.org/10.1145/3660767openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3666014openalex-snapshot
Limits and Difficulties in the Design of Under-Approximation Abstract Domains
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Formal Methods in Industry
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Unified Analysis Techniques for Programs with Outcomes
inferred← citeshttps://doi.org/10.1145/3689720openalex-snapshot
Non-termination Proving at Scale
inferred← citeshttps://doi.org/10.1145/3689756openalex-snapshot
Hypra: A Deductive Program Verifier for Hyper Hoare Logic
inferred← citeshttps://doi.org/10.1145/3689944.3696165openalex-snapshot
On the Security Blind Spots of Software Composition Analysis
inferred← citeshttps://doi.org/10.1145/3691620.3695599openalex-snapshot
Enhancing Compositional Static Analysis with Dynamic Analysis
inferred← citeshttps://doi.org/10.1145/3696630.3734199openalex-snapshot
Harden and Catch for Just-in-Time Assured LLM-Based Software Testing: Open Research Challenges
inferred← citeshttps://doi.org/10.1145/3701625.3701650openalex-snapshot
Evaluating Source Code Quality with Large Language Models: a comparative study
inferred← citeshttps://doi.org/10.1145/3702231openalex-snapshot
The Role of Formal Methods in Computer Science Education
inferred← citeshttps://doi.org/10.1145/3716848openalex-snapshot
Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study
inferred← citeshttps://doi.org/10.1145/3720486openalex-snapshot
Revealing Sources of (Memory) Errors via Backward Analysis
inferred← citeshttps://doi.org/10.1145/3729303openalex-snapshot
Polygon: Symbolic Reasoning for SQL using Conflict-Driven Under-Approximation Search
inferred← citeshttps://doi.org/10.1145/3729404openalex-snapshot
Understanding Industry Perspectives of Static Application Security Testing (SAST) Evaluation
inferred← citeshttps://doi.org/10.1145/3735544.3735583openalex-snapshot
Compositional Static Callgraph Reachability Analysis for WhatsApp Android App Health
inferred← citeshttps://doi.org/10.1145/3743131openalex-snapshot
Outcome Logic: A Unified Approach to the Metatheory of Program Logics with Branching Effects
inferred← citeshttps://doi.org/10.1145/3744916.3764560openalex-snapshot
Write Your Own Code Checker: An Automated Test-Driven Checker Development Approach with LLMs
inferred← citeshttps://doi.org/10.1145/3756681.3756999openalex-snapshot
LAMeD: LLM-generated Annotations for Memory Leak Detection
inferred← citeshttps://doi.org/10.1145/3759425.3763390openalex-snapshot
Position: Vibe Coding Needs Vibe Reasoning: Improving Vibe Coding with Formal Verification
inferred← citeshttps://doi.org/10.1145/3759429.3762617openalex-snapshot
Synchronous Programming for Kids: A Manifesto
inferred← citeshttps://doi.org/10.1145/3763051openalex-snapshot
Quantified Underapproximation via Labeled Bunches
inferred← citeshttps://doi.org/10.1145/3763081openalex-snapshot
Two Approaches to Fast Bytecode Frontend for Static Analysis
inferred← citeshttps://doi.org/10.1145/3763163openalex-snapshot
Large Language Model Powered Symbolic Execution
inferred← citeshttps://doi.org/10.1145/3776688openalex-snapshot
U-Turn: Enhancing Incorrectness Analysis by Reversing Direction
inferred← citeshttps://doi.org/10.1145/3788853.3803091openalex-snapshot
SQLens: Continuous Code-to-SQL Visibility in the Wild
inferred← citeshttps://doi.org/10.1145/3803437.3805202openalex-snapshot
Just-in-Time Catching Test Generation at Meta
inferred← citeshttps://doi.org/10.1145/3808264openalex-snapshot
Trace-Guided Synthesis of Effectful Test Generators
inferred← citeshttps://doi.org/10.1145/3808351openalex-snapshot
Abstract Interpretation with Confidence: Quantifying the Precision of Dataflow Analysis with Probabilities
inferred← citeshttps://doi.org/10.1145/3814987.3814990openalex-snapshot
Scaling Static Code Analysis Adoption at WhatsApp iOS
inferred← citeshttps://doi.org/10.1145/3832783.3834427openalex-snapshot
Barista: Synthesizing Typestate Specifications with LLM Agents
inferred← citeshttps://doi.org/10.1145/3832783.3834530openalex-snapshot
FlowChecker: One Command to Model Check Control-Flow Rules in Industrial Java
inferred← citeshttps://doi.org/10.1145/3832783.3837508openalex-snapshot
From Thread to Pool: Modeling and Static Detection of Thread Pool Misuses in Java Programs
inferred← citeshttps://doi.org/10.14722/bar.2021.23002openalex-snapshot
Effects of Precise and Imprecise Value-Set Analysis (VSA) Information on Manual Code Analysis
inferred← citeshttps://doi.org/10.1787/39c4481a-fropenalex-snapshot
Résumé
inferred← citeshttps://doi.org/10.1787/5ee71f34-enopenalex-snapshot
AI and the Future of Skills, Volume 1
inferred← citeshttps://doi.org/10.1787/5fe70a0c-enopenalex-snapshot
Common sense skills: Artificial intelligence and the workplace
inferred← citeshttps://doi.org/10.1787/65774a32-enopenalex-snapshot
New approaches to understanding the impact of computers on work and education
inferred← citeshttps://doi.org/10.1787/cf9db84c-deopenalex-snapshot
Zusammenfassung
inferred← citeshttps://doi.org/10.1787/fcd5e244-enopenalex-snapshot
Assessing Natural Language Processing
inferred← citeshttps://doi.org/10.1787/feecd512-enopenalex-snapshot
Taxonomy of cognitive abilities and measures for assessing artificial intelligence and robotics capabilities
inferred← citeshttps://doi.org/10.2200/s01089ed1v01y202104csl013openalex-snapshot
Automated Verification of Concurrent Search Structures
inferred← citeshttps://doi.org/10.24963/ijcai.2020/233openalex-snapshot
A Framework for Reasoning about Dynamic Axioms in Description Logics
inferred← citeshttps://doi.org/10.29007/dhpwopenalex-snapshot
Learning Data Structure Shapes from Memory Graphs
inferred← citeshttps://doi.org/10.29007/kg4vopenalex-snapshot
VIRAS: Conflict-Driven Quantifier Elimination for Integer-Real Arithmetic
inferred← citeshttps://doi.org/10.3390/app14135542openalex-snapshot
A Method for Processing Static Analysis Alarms Based on Deep Learning
inferred← citeshttps://doi.org/10.3390/computers15080542openalex-snapshot
A Lightweight Hybrid Graph-Neural-Network and Heuristic Framework for Practical Software Vulnerability Assessment in Production Codebases
inferred← citeshttps://doi.org/10.3390/jcp6050163openalex-snapshot
Raw CVE/CWE Retrieval Does Not Improve LLM-Based Vulnerability Detection in Python: A Pre-Specified Null Result and a Retrieval-Dose Audit
inferred← citeshttps://doi.org/10.4204/eptcs.325.22openalex-snapshot
Continuous Reasoning for Managing Next-Gen Distributed Applications
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