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Buffer Overflow Vulnerability Prediction from x86 Executables Using Static Analysis and Machine Learning
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1109/52.976940openalex-snapshot
Improving security using extensible lightweight static analysis
inferredcites →https://doi.org/10.1109/acsac.2006.50openalex-snapshot
Static Detection of Vulnerabilities in x86 Executables
inferredcites →https://doi.org/10.1109/icse.2013.6606610openalex-snapshot
Mining SQL injection and cross site scripting vulnerabilities using hybrid program analysis
inferredcites →https://doi.org/10.1109/tdsc.2008.30openalex-snapshot
SigFree: A Signature-Free Buffer Overflow Attack Blocker
inferredcites →https://doi.org/10.1145/1029894.1029911openalex-snapshot
Testing static analysis tools using exploitable buffer overflows from open source code
inferredcites →https://doi.org/10.1145/1315245.1315311openalex-snapshot
Predicting vulnerable software components
inferredcites →https://doi.org/10.1145/1518684.1518686openalex-snapshot
Instruction-level countermeasures against stack-based buffer overflow attacks
inferredcites →https://doi.org/10.1145/1572272.1572299openalex-snapshot
Loop-extended symbolic execution on binary programs
inferredcites →https://doi.org/10.1145/1988630.1988632openalex-snapshot
An initial study on the use of execution complexity metrics as indicators of software vulnerabilities
inferredcites →https://doi.org/10.1145/2001420.2001423openalex-snapshot
Statically-directed dynamic automated test generation
inferredcites →https://doi.org/10.1145/2505420.2505421openalex-snapshot
Buffer overflow patching for C and C++ programs
inferredcites →https://doi.org/10.5555/2486788.2486873openalex-snapshot
Mining SQL injection and cross site scripting vulnerabilities using hybrid program analysis
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Survey of Techniques to Detect Cwes in Program Binaries
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Tamper Detection and Correction of ELF Binaries by Remote Parties via Merkle Trees
inferred← citeshttps://doi.org/10.1007/978-3-031-19208-1_23openalex-snapshot
BERT-Based Vulnerability Type Identification with Effective Program Representation
inferred← citeshttps://doi.org/10.1007/s10207-021-00551-wopenalex-snapshot
Machine learning approach to vulnerability detection in OAuth 2.0 authentication and authorization flow
inferred← citeshttps://doi.org/10.1007/s10207-024-00882-4openalex-snapshot
Automating shareable cyber threat intelligence production for closed source software vulnerabilities: a deep learning based detection system
inferred← citeshttps://doi.org/10.1016/j.cose.2021.102286openalex-snapshot
HAN-BSVD: A hierarchical attention network for binary software vulnerability detection
inferred← citeshttps://doi.org/10.1109/access.2019.2917668openalex-snapshot
Machine Learning-Based Analysis of Program Binaries: A Comprehensive Study
inferred← citeshttps://doi.org/10.1109/access.2023.3312613openalex-snapshot
A Systematic Literature Review on Software Vulnerability Prediction Models
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Compiler Provenance Recovery for Multi-CPU Architectures Using a Centrifuge Mechanism
inferred← citeshttps://doi.org/10.1109/access.2025.3565980openalex-snapshot
TEDVIL: Leveraging Transformer-Based Embeddings for Vulnerability Detection in Lifted Code
inferred← citeshttps://doi.org/10.1109/ase63991.2025.00107openalex-snapshot
Protecting Source Code Privacy When Hunting Memory Bugs
inferred← citeshttps://doi.org/10.1109/bdcloud.2018.00062openalex-snapshot
A Comprehensive Detection of Memory Corruption Vulnerabilities for C/C++ Programs
inferred← citeshttps://doi.org/10.1109/cars61786.2024.10778724openalex-snapshot
Bi-Directional Transformers vs. word2vec: Discovering Vulnerabilities in Lifted Compiled Code
inferred← citeshttps://doi.org/10.1109/compsac51774.2021.00194openalex-snapshot
A Preliminary Study on Common Programming Mistakes that Lead to Buffer Overflow Vulnerability
inferred← citeshttps://doi.org/10.1109/csci58124.2022.00156openalex-snapshot
SREP+SAST: A Comparison of Tools for Reverse Engineering Machine Code to Detect Cybersecurity Vulnerabilities in Binary Executables
inferred← citeshttps://doi.org/10.1109/dsn69566.2026.00068openalex-snapshot
Ruby: Unmasking Unsafe Rust in Stripped Binaries via Machine Learning
inferred← citeshttps://doi.org/10.1109/iccitm56309.2022.10031734openalex-snapshot
Machine Learning for Software Vulnerability Detection: A Survey
inferred← citeshttps://doi.org/10.1109/iccws53234.2021.9703043openalex-snapshot
Enhancement in Buffer Overflow (BOF) Detection Capability of Cppcheck Static Analysis Tool
inferred← citeshttps://doi.org/10.1109/icipcn67432.2026.11438287openalex-snapshot
Machine Learning Driven Security Vulnerability Detection in Large-Scale Enterprise Software Systems
inferred← citeshttps://doi.org/10.1109/ispa-bdcloud-socialcom-sustaincom57177.2022.00093openalex-snapshot
An Effective Buffer Overflow Detection With Super Data-Flow Graphs
inferred← citeshttps://doi.org/10.1109/tdsc.2024.3397660openalex-snapshot
BinBert: Binary Code Understanding With a Fine-Tunable and Execution-Aware Transformer
inferred← citeshttps://doi.org/10.1145/3209914.3226150openalex-snapshot
Research on Key Data Structure Localization Technology of Buffer Overflow Vulnerability
inferred← citeshttps://doi.org/10.1145/3236454.3236455openalex-snapshot
Buffer overflow detection for C programs is hard to learn
inferred← citeshttps://doi.org/10.1145/3658644.3691407openalex-snapshot
Poster: Protecting Source Code Privacy When Hunting Bugs
inferred← citeshttps://doi.org/10.1155/2022/7645210openalex-snapshot
IRePf: An Instruction Reorganization Virtual Platform for Kernel Stack Overflow Detection
inferred← citeshttps://doi.org/10.14722/bar.2020.23001openalex-snapshot
o-glassesX: Compiler Provenance Recovery with Attention Mechanism from a Short Code Fragment
inferred← citeshttps://doi.org/10.24251/hicss.2023.813openalex-snapshot
ODSS: A Ghidra-based Static Analysis Tool for Detecting Stack-Based Buffer Overflows
inferred← citeshttps://doi.org/10.32657/10356/68915openalex-snapshot
Auditing buffer overflow vulnerabilities using program analysis and data mining techniques
inferred← citeshttps://doi.org/10.3390/electronics11132023openalex-snapshot
A Systematic Review of Fault Injection Attacks on IoT Systems
inferred← citeshttps://doi.org/10.4018/ijsssp.2018070101openalex-snapshot
What Do We Know About Buffer Overflow Detection?
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