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20 results for “static analysis”

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cs.CRcs.SERecentApr 7, 2026

Guiding Symbolic Execution with Static Analysis and LLMs for Vulnerability Discovery

Md Shafiuzzaman, Achintya Desai, Wenbo Guo, Tevfik Bultan

SAILOR automates the construction of symbolic execution harnesses by combining static analysis and LLM-based synthesis, significantly improving the scalability and effectiveness of vulnerability disco…

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cs.PLcs.SETheoreticalRecentJul 17, 2026

A Modular Framework for Stack-Heap and Value Abstractions (Extended Version)

Giacomo Boldini, Luca Negrini, Luca Olivieri, Pietro Ferrara

The paper proposes a generic memory framework for advanced static program analysis, supporting various memory behaviors from different programming languages using Abstract Interpretation theory.

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cs.CRcs.SERecentMay 28, 2026

Control Flow Graph Recovery for Dynamically Loaded Code via Symbolic Library Resolution

Oleksandr Mostovyi

The paper proposes a novel symbolic execution technique that combines speculative library preloading and custom software hooks to recover Control Flow Graphs (CFGs) from binaries that use dynamic code…

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cs.CRRecentMay 13, 2026

Memory Forensics Techniques for Automated Detection and Analysis of Go Malware

Hala Ali, Andrew Case, Irfan Ahmed

The paper introduces a novel memory forensics framework to perform runtime analysis of Go malware, successfully recovering critical execution state and artifacts that are invisible to traditional stat…

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cs.CRRecentMay 8, 2026

Longitudinal Analyses of SAST Tools: A CodeQL Case Study

Jean-Charles Noirot Ferrand, Kyle Domico, Yohan Beugin, Patrick McDaniel

This study conducts a large-scale longitudinal analysis of CodeQL, finding that while the tool is effective at detecting vulnerabilities, its detection capabilities are not guaranteed to be stable acr…

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cs.LOcs.PLcs.SEEmpiricalRecentJun 16, 2026

Verifying the Rust Standard Library

Byron Cook, Remi Delmas, Zyad Hassan, Bart Jacobs +8 more

The largest reported verification campaign for the Rust standard library is presented, integrating complementary tools and analyzing effectiveness.

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cs.SEEmpiricalRecentJul 16, 2026

Leaf: An Instrumentation-based Dynamic Analysis Framework for Rust

Mohammad Omidvar Tehrani, Marco Gaboardi, Nick Sumner, Steven Y. Ko

LEAF is a dynamic analysis framework for Rust that captures MIR-level semantic information and delivers it as an event stream through Dynamic MIR.

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cs.SEcs.CRRecentMar 28, 2026

Finding Memory Leaks in C/C++ Programs via Neuro-Symbolic Augmented Static Analysis

Huihui Huang, Jieke Shi, Bo Wang, Zhou Yang +1 more

MemHint is a neuro-symbolic static analysis pipeline that significantly improves memory leak detection in C/C++ by combining LLM semantic understanding with Z3 symbolic reasoning, detecting more leaks…

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cs.PLTheoreticalRecentJul 19, 2026

CHC-based Automated Verification of WebAssembly Programs

Akihisa Yagi, Ken Sakayori, Naoki Kobayashi

This paper proposes an automated static verification method for a subset of WebAssembly using a CHCs satisfiability solver, addressing challenges of handling indirect function calls and analyzing larg…

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cs.CRRecentJun 1, 2026

PeAR: A Static Binary Rewriting Framework for Binary-Only Fuzzing

Alvin Charles, Adrian Herrera, Peter Oslington, Alwen Tiu

The paper introduces PeAR, a static binary rewriting framework that proves static binary instrumentation (SBI) is a practical and effective alternative to dynamic binary instrumentation (DBI) for high…

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cs.PLcs.CRRecentMay 15, 2026

Compile-time Security Analysis and Optimization of Sensitive String Producers

Mike Samuel, Tom Palmer, Shaw Summa, Robert Grayson

The paper proposes a general, compiler-integrated framework for secure content composition that minimizes the syntactic difference between secure and insecure coding practices.

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cs.SEcs.LOcs.PLEmpiricalRecentJul 1, 2026

Kani: A Model Checker for Rust

Rémi Delmas, Zyad Hassan, Qinheping Hu, Rahul Kumar +8 more

Kani is an open-source model checker for Rust that provides correctness guarantees for safety properties through compilation and a specification language.

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cs.PLcs.AIRecentMay 29, 2026

SEMBridge: Tagless-Final Program Semantics with Weakest-Precondition and Bounded-Checking Interpretations

Eric Liang

SEMBridge is a tagless-final framework that allows a single executable object program to generate multiple program semantics, including weakest-precondition and bounded-checking interpretations, ensur…

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cs.PLTheoreticalRecentJul 16, 2026

Gradually Verifying Unfolding Expressions & Pure Functions

Hazel Torek, Long Tien Nguyen, Priyam Gupta, Jenna DiVincenzo +1 more

This paper presents the formal semantics for unfolding expressions and pure functions in deductive program verifiers for increased modularity.

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cs.LOcs.PLEmpiricalRecentJun 26, 2026

KoAT: Automatic Complexity and Termination Analysis of Integer Programs

Nils Lommen, Éléanore Meyer, Jürgen Giesl

KoAT is a tool that automatically infers complexity bounds and proves termination of integer programs using an alternating modular analysis approach and a portfolio of techniques.

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cs.CRcs.SCRecentMay 25, 2026

Heimdall: Formally Verified Automated Migration of Legacy eBPF Programs to Rust

Vishnu Asutosh Dasu, Monika Santra, Md Rafi Ur Rashid, Ashish Kumar +2 more

The paper introduces Heimdall, an automated pipeline that uses LLMs and formal verification to safely and automatically migrate legacy, potentially buggy eBPF programs written in C to memory-safe Rust…

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cs.PLcs.CRRecentApr 15, 2026

Filament: Denning-Style Information Flow Control for Rust

Jeffrey C. Ching, Quan Zhou, Danfeng Zhang

Filament is a novel, compiler-agnostic static information-flow control (IFC) library for Rust that enables fine-grained, Denning-style tracking of both explicit and implicit data flows with minimal pr…

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cs.SEEmpiricalRecentJul 21, 2026

LLM-Based Invariant Testing for Software Functional Bugs

Ruogu Yang, Yifeng He, Yundi Xu, Yuqing Wei +1 more

LISA is a novel LLM-based invariant testing framework for software functional bugs, achieving higher bug-detection rates and competitive code coverage than fuzzing and prior LLM-based test generation…

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cs.PLTheoreticalRecentJul 1, 2026

Trustworthy Runtime Verification via Bisimulation (Extended Experience Report)

Ryan G. Scott, Ivan Perez, Alwyn E. Goodloe, Mike Dodds +1 more

This paper presents CopilotVerifier, a tool that generates proofs of correctness for the compiled output of the Copilot runtime verification framework.

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