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A Survey of Binary Code Fingerprinting Approaches: Taxonomy, Methodologies, and Features

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What this work says

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

inferredcites →https://doi.org/10.1002/cpe.4794openalex-snapshot
An automated and scalable formal process for detecting fault injection vulnerabilities in binaries
inferredcites →https://doi.org/10.1007/978-3-319-04283-1_6openalex-snapshot
DroidAPIMiner: Mining API-Level Features for Robust Malware Detection in Android
inferredcites →https://doi.org/10.1007/978-3-319-08509-8_2openalex-snapshot
Identifying Shared Software Components to Support Malware Forensics
inferredcites →https://doi.org/10.1007/978-3-319-18467-8_28openalex-snapshot
Memoized Semantics-Based Binary Diffing with Application to Malware Lineage Inference
inferredcites →https://doi.org/10.1007/978-3-319-58469-0_23openalex-snapshot
BinSign: Fingerprinting Binary Functions to Support Automated Analysis of Code Executables
inferredcites →https://doi.org/10.1007/978-3-319-60876-1_14openalex-snapshot
BinShape: Scalable and Robust Binary Library Function Identification Using Function Shape
inferredcites →https://doi.org/10.1007/978-3-319-66399-9_16openalex-snapshot
Identifying Multiple Authors in a Binary Program
inferredcites →https://doi.org/10.1007/978-3-319-68690-5_26openalex-snapshot
Learning Types for Binaries
inferredcites →https://doi.org/10.1007/978-3-319-93411-2_6openalex-snapshot
BINARM: Scalable and Efficient Detection of Vulnerabilities in Firmware Images of Intelligent Electronic Devices
inferredcites →https://doi.org/10.1007/978-3-319-99073-6_2openalex-snapshot
On Leveraging Coding Habits for Effective Binary Authorship Attribution
inferredcites →https://doi.org/10.1007/978-3-540-31980-1_24openalex-snapshot
Symstra: A Framework for Generating Object-Oriented Unit Tests Using Symbolic Execution
inferredcites →https://doi.org/10.1007/978-3-540-31985-6_19openalex-snapshot
CodeSurfer/x86—A Platform for Analyzing x86 Executables
inferredcites →https://doi.org/10.1007/978-3-540-70545-1_40openalex-snapshot
Jakstab: A Static Analysis Platform for Binaries
inferredcites →https://doi.org/10.1007/978-3-540-89862-7_1openalex-snapshot
BitBlaze: A New Approach to Computer Security via Binary Analysis
inferredcites →https://doi.org/10.1007/978-3-642-04342-0_7openalex-snapshot
PE-Miner: Mining Structural Information to Detect Malicious Executables in Realtime
inferredcites →https://doi.org/10.1007/978-3-642-11747-3_3openalex-snapshot
Idea: Opcode-Sequence-Based Malware Detection
inferredcites →https://doi.org/10.1007/978-3-642-21424-0_13openalex-snapshot
Retrofitting Security in COTS Software with Binary Rewriting
inferredcites →https://doi.org/10.1007/978-3-642-22786-8_6openalex-snapshot
Byte Level n–Gram Analysis for Malware Detection
inferredcites →https://doi.org/10.1007/s11219-018-9435-5openalex-snapshot
CVSkSA: cross-architecture vulnerability search in firmware based on kNN-SVM and attributed control flow graph
inferredcites →https://doi.org/10.1007/s11416-005-0002-9openalex-snapshot
Malware phylogeny generation using permutations of code
inferredcites →https://doi.org/10.1007/s11416-010-0148-yopenalex-snapshot
Hunting for undetectable metamorphic viruses
inferredcites →https://doi.org/10.1007/s11416-016-0283-1openalex-snapshot
An investigation of byte n-gram features for malware classification
inferredcites →https://doi.org/10.1016/j.cose.2018.07.012openalex-snapshot
Malware lineage in the wild
inferredcites →https://doi.org/10.1016/j.csda.2008.10.015openalex-snapshot
Improving malware detection by applying multi-inducer ensemble
inferredcites →https://doi.org/10.1016/j.diin.2014.03.012openalex-snapshot
OBA2: An Onion approach to Binary code Authorship Attribution
inferredcites →https://doi.org/10.1016/j.diin.2015.01.011openalex-snapshot
SIGMA: A Semantic Integrated Graph Matching Approach for identifying reused functions in binary code
inferredcites →https://doi.org/10.1016/j.diin.2015.05.015openalex-snapshot
BinComp: A stratified approach to compiler provenance Attribution
inferredcites →https://doi.org/10.1016/j.diin.2016.04.002openalex-snapshot
BinGold: Towards robust binary analysis by extracting the semantics of binary code as semantic flow graphs (SFGs)
inferredcites →https://doi.org/10.1016/j.diin.2019.01.028openalex-snapshot
On the feasibility of binary authorship characterization
inferredcites →https://doi.org/10.1016/j.ins.2011.08.020openalex-snapshot
Opcode sequences as representation of executables for data-mining-based unknown malware detection
inferredcites →https://doi.org/10.1016/j.scico.2009.02.007openalex-snapshot
Comparison and evaluation of code clone detection techniques and tools: A qualitative approach
inferredcites →https://doi.org/10.1016/j.scico.2019.01.001openalex-snapshot
TrABin: Trustworthy analyses of binaries
inferredcites →https://doi.org/10.1023/a:1012535017876openalex-snapshot
Rules and Tools for Software Evolution Planning and Management
inferredcites →https://doi.org/10.1093/comjnl/bxu148openalex-snapshot
Annotated Control Flow Graph for Metamorphic Malware Detection
inferredcites →https://doi.org/10.1109/2.471178openalex-snapshot
The Paradyn parallel performance measurement tool
inferredcites →https://doi.org/10.1109/access.2018.2792941openalex-snapshot
SAMADroid: A Novel 3-Level Hybrid Malware Detection Model for Android Operating System
inferredcites →https://doi.org/10.1109/access.2018.2844349openalex-snapshot
A Novel Dynamic Android Malware Detection System With Ensemble Learning
inferredcites →https://doi.org/10.1109/access.2019.2910268openalex-snapshot
A Consistently-Executing Graph-Based Approach for Malware Packer Identification
inferredcites →https://doi.org/10.1109/access.2019.2917668openalex-snapshot
Machine Learning-Based Analysis of Program Binaries: A Comprehensive Study
inferredcites →https://doi.org/10.1109/acsac.2008.22openalex-snapshot
McBoost: Boosting Scalability in Malware Collection and Analysis Using Statistical Classification of Executables
inferredcites →https://doi.org/10.1109/aina.2014.59openalex-snapshot
MARD: A Framework for Metamorphic Malware Analysis and Real-Time Detection
inferredcites →https://doi.org/10.1109/dsa.2017.15openalex-snapshot
CVSSA: Cross-Architecture Vulnerability Search in Firmware Based on Support Vector Machine and Attributed Control Flow Graph
inferredcites →https://doi.org/10.1109/dsa.2017.16openalex-snapshot
An Experimental Study of Four Methods for Homology Analysis of Firmware Vulnerability
inferredcites →https://doi.org/10.1109/dsn.2017.58openalex-snapshot
Towards Automated Discovery of Crash-Resistant Primitives in Binary Executables
inferredcites →https://doi.org/10.1109/icc.2011.5963012openalex-snapshot
In-Execution Malware Detection Using Task Structures of Linux Processes
inferredcites →https://doi.org/10.1109/icmla.2012.70openalex-snapshot
Binary Function Clustering Using Semantic Hashes
inferredcites →https://doi.org/10.1109/ipdps.2007.370254openalex-snapshot
Stack Trace Analysis for Large Scale Debugging
inferredcites →https://doi.org/10.1109/iscc47284.2019.8969663openalex-snapshot
Applied Comparative Evaluation of the Metasploit Evasion Module
inferredcites →https://doi.org/10.1109/malware.2016.7888739openalex-snapshot
DySign: dynamic fingerprinting for the automatic detection of android malware
inferredcites →https://doi.org/10.1109/msp.2007.31openalex-snapshot
Code Normalization for Self-Mutating Malware
inferredcites →https://doi.org/10.1109/saner.2016.50openalex-snapshot
Cross-Architecture Binary Semantics Understanding via Similar Code Comparison
inferredcites →https://doi.org/10.1109/saner.2018.8330204openalex-snapshot
Detecting third-party libraries in Android applications with high precision and recall
inferredcites →https://doi.org/10.1109/saner.2019.8667970openalex-snapshot
AVATAR: Fixing Semantic Bugs with Fix Patterns of Static Analysis Violations
inferredcites →https://doi.org/10.1109/sc.2002.10062openalex-snapshot
Active Harmony: Towards Automated Performance Tuning
inferredcites →https://doi.org/10.1109/sere.2012.20openalex-snapshot
CRAX: Software Crash Analysis for Automatic Exploit Generation by Modeling Attacks as Symbolic Continuations
inferredcites →https://doi.org/10.1109/sere.2014.21openalex-snapshot
BinClone: Detecting Code Clones in Malware
inferredcites →https://doi.org/10.1109/sp.2010.12openalex-snapshot
Identifying Dormant Functionality in Malware Programs
inferredcites →https://doi.org/10.1109/sp.2012.13openalex-snapshot
ReDeBug: Finding Unpatched Code Clones in Entire OS Distributions
inferredcites →https://doi.org/10.1109/sp.2012.31openalex-snapshot
Unleashing Mayhem on Binary Code
inferredcites →https://doi.org/10.1109/sp.2015.49openalex-snapshot
Cross-Architecture Bug Search in Binary Executables
inferredcites →https://doi.org/10.1109/sp.2015.50openalex-snapshot
Program-Adaptive Mutational Fuzzing
inferredcites →https://doi.org/10.1109/sp.2015.54openalex-snapshot
Automatic Inference of Search Patterns for Taint-Style Vulnerabilities
inferredcites →https://doi.org/10.1109/sp.2016.17openalex-snapshot
SOK: (State of) The Art of War: Offensive Techniques in Binary Analysis
inferredcites →https://doi.org/10.1109/sp.2018.00054openalex-snapshot
Understanding Linux Malware
inferredcites →https://doi.org/10.1109/sp.2019.00003openalex-snapshot
Asm2Vec: Boosting Static Representation Robustness for Binary Clone Search against Code Obfuscation and Compiler Optimization
inferredcites →https://doi.org/10.1109/spw.2016.25openalex-snapshot
DroidScribe: Classifying Android Malware Based on Runtime Behavior
inferredcites →https://doi.org/10.1109/surv.2013.070813.00214openalex-snapshot
Smartphone Malware and Its Propagation Modeling: A Survey
inferredcites →https://doi.org/10.1109/surv.2013.101613.00077openalex-snapshot
Evolution, Detection and Analysis of Malware for Smart Devices
inferredcites →https://doi.org/10.1109/tdsc.2008.30openalex-snapshot
SigFree: A Signature-Free Buffer Overflow Attack Blocker
inferredcites →https://doi.org/10.1109/tdsc.2013.40openalex-snapshot
Control Flow-Based Malware VariantDetection
inferredcites →https://doi.org/10.1109/tdsc.2016.2536605openalex-snapshot
MADAM: Effective and Efficient Behavior-based Android Malware Detection and Prevention
inferredcites →https://doi.org/10.1109/tifs.2016.2646641openalex-snapshot
Monet: A User-Oriented Behavior-Based Malware Variants Detection System for Android
inferredcites →https://doi.org/10.1109/tip.2006.873443openalex-snapshot
Fingerprint recognition by combining global structure and local cues
inferredcites →https://doi.org/10.1109/tr.2018.2884143openalex-snapshot
Type Learning for Binaries and Its Applications
inferredcites →https://doi.org/10.1109/tse.2015.2470241openalex-snapshot
Using Reduced Execution Flow Graph to Identify Library Functions in Binary Code
inferredcites →https://doi.org/10.1109/tsmc.1985.6313426openalex-snapshot
A fuzzy K-nearest neighbor algorithm
inferredcites →https://doi.org/10.1109/tsmca.2007.904745openalex-snapshot
Improve Computer-Aided Diagnosis With Machine Learning Techniques Using Undiagnosed Samples
inferredcites →https://doi.org/10.1145/1047659.1040332openalex-snapshot
Precise interprocedural analysis using random interpretation
inferredcites →https://doi.org/10.1145/1060745.1060840openalex-snapshot
LSH forest
inferredcites →https://doi.org/10.1145/1062455.1062533openalex-snapshot
Check 'n' crash
inferredcites →https://doi.org/10.1145/1065010.1065036openalex-snapshot
DART
inferredcites →https://doi.org/10.1145/1102546.1102560openalex-snapshot
Hybrid static-dynamic attacks against software protection mechanisms
inferredcites →https://doi.org/10.1145/1327452.1327492openalex-snapshot
MapReduce
inferredcites →https://doi.org/10.1145/1327452.1327494openalex-snapshot
Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions
inferredcites →https://doi.org/10.1145/1559845.1559905openalex-snapshot
Quality and efficiency in high dimensional nearest neighbor search
inferredcites →https://doi.org/10.1145/1572272.1572287openalex-snapshot
Detecting code clones in binary executables
inferredcites →https://doi.org/10.1145/174675.177907openalex-snapshot
Value dependence graphs
inferredcites →https://doi.org/10.1145/1749608.1749612openalex-snapshot
WYSINWYX
inferredcites →https://doi.org/10.1145/1806672.1806678openalex-snapshot
Extracting compiler provenance from program binaries
inferredcites →https://doi.org/10.1145/1806907.1806912openalex-snapshot
Efficient and accurate nearest neighbor and closest pair search in high-dimensional space
inferredcites →https://doi.org/10.1145/1978672.1978683openalex-snapshot
Toward a standard benchmark for computer security research
inferredcites →https://doi.org/10.1145/1985441.1985453openalex-snapshot
Finding software license violations through binary code clone detection
inferredcites →https://doi.org/10.1145/2001420.2001433openalex-snapshot
Recovering the toolchain provenance of binary code
inferredcites →https://doi.org/10.1145/2020408.2020419openalex-snapshot
Supervised learning for provenance-similarity of binaries
inferredcites →https://doi.org/10.1145/2024569.2024571openalex-snapshot
Labeling library functions in stripped binaries
inferredcites →https://doi.org/10.1145/2046707.2046742openalex-snapshot
BitShred
inferredcites →https://doi.org/10.1145/2089125.2089126openalex-snapshot
A survey on automated dynamic malware-analysis techniques and tools
inferredcites →https://doi.org/10.1145/2093548.2093564openalex-snapshot
SAGE
inferredcites →https://doi.org/10.1145/2110356.2110358openalex-snapshot
The S2E Platform
inferredcites →https://doi.org/10.1145/2213836.2213898openalex-snapshot
Locality-sensitive hashing scheme based on dynamic collision counting
inferredcites →https://doi.org/10.1145/2248487.2151012openalex-snapshot
Path-exploration lifting
inferredcites →https://doi.org/10.1145/2379690.2379692openalex-snapshot
Automated tracing and visualization of software security structure and properties
inferredcites →https://doi.org/10.1145/2420950.2420981openalex-snapshot
Augmenting vulnerability analysis of binary code
inferredcites →https://doi.org/10.1145/2430553.2430556openalex-snapshot
Kernel mode API spectroscopy for incident response and digital forensics
inferredcites →https://doi.org/10.1145/2430553.2430557openalex-snapshot
BinSlayer
inferredcites →https://doi.org/10.1145/2463676.2465300openalex-snapshot
Turbo iso
inferredcites →https://doi.org/10.1145/2499370.2462165openalex-snapshot
Scalable variable and data type detection in a binary rewriter
inferredcites →https://doi.org/10.1145/2508859.2516664openalex-snapshot
Obfuscation resilient binary code reuse through trace-oriented programming
inferredcites →https://doi.org/10.1145/2560217.2560219openalex-snapshot
Automatic exploit generation
inferredcites →https://doi.org/10.1145/2635868.2635900openalex-snapshot
Semantics-based obfuscation-resilient binary code similarity comparison with applications to software plagiarism detection
inferredcites →https://doi.org/10.1145/2664243.2664269openalex-snapshot
Leveraging semantic signatures for bug search in binary programs
inferredcites →https://doi.org/10.1145/2666356.2594337openalex-snapshot
Automatic runtime error repair and containment via recovery shepherding
inferredcites →https://doi.org/10.1145/2666356.2594343openalex-snapshot
Tracelet-based code search in executables
inferredcites →https://doi.org/10.1145/2714576.2714639openalex-snapshot
Automated Identification of Cryptographic Primitives in Binary Code with Data Flow Graph Isomorphism
inferredcites →https://doi.org/10.1145/2746194.2746202openalex-snapshot
An empirical study of global malware encounters
inferredcites →https://doi.org/10.1145/2843859.2843867openalex-snapshot
Repeatable Reverse Engineering with PANDA
inferredcites →https://doi.org/10.1145/2896499openalex-snapshot
Type Inference on Executables
inferredcites →https://doi.org/10.1145/2897073.2897094openalex-snapshot
Understanding code smells in Android applications
inferredcites →https://doi.org/10.1145/2897845.2897927openalex-snapshot
R-Droid
inferredcites →https://doi.org/10.1145/2931037.2931047openalex-snapshot
Binary code is not easy
inferredcites →https://doi.org/10.1145/2939672.2939719openalex-snapshot
Kam1n0
inferredcites →https://doi.org/10.1145/2950290.2950350openalex-snapshot
BinGo: cross-architecture cross-OS binary search
inferredcites →https://doi.org/10.1145/2976749.2978333openalex-snapshot
Reliable Third-Party Library Detection in Android and its Security Applications
inferredcites →https://doi.org/10.1145/2976749.2978370openalex-snapshot
Scalable Graph-based Bug Search for Firmware Images
inferredcites →https://doi.org/10.1145/2980983.2908126openalex-snapshot
Statistical similarity of binaries
inferredcites →https://doi.org/10.1145/3029806.3029825openalex-snapshot
DroidSieve
inferredcites →https://doi.org/10.1145/3052973.3052974openalex-snapshot
BinSequence
inferredcites →https://doi.org/10.1145/3052973.3052995openalex-snapshot
Extracting Conditional Formulas for Cross-Platform Bug Search
inferredcites →https://doi.org/10.1145/3052973.3055156openalex-snapshot
BRIDEMAID
inferredcites →https://doi.org/10.1145/3097983.3098026openalex-snapshot
HinDroid
inferredcites →https://doi.org/10.1145/3175492openalex-snapshot
FOSSIL
inferredcites →https://doi.org/10.1145/321921.321925openalex-snapshot
An Algorithm for Subgraph Isomorphism
inferredcites →https://doi.org/10.1145/3243734.3243866openalex-snapshot
Debin
inferredcites →https://doi.org/10.1145/3276517openalex-snapshot
DeepBugs: a learning approach to name-based bug detection
inferredcites →https://doi.org/10.1145/3296957.3177157openalex-snapshot
FirmUp
inferredcites →https://doi.org/10.1145/3313391openalex-snapshot
MaMaDroid
inferredcites →https://doi.org/10.1145/3329786openalex-snapshot
Dynamic Malware Analysis in the Modern Era—A State of the Art Survey
inferredcites →https://doi.org/10.1145/3428293openalex-snapshot
Neural reverse engineering of stripped binaries using augmented control flow graphs
inferredcites →https://doi.org/10.1145/77606.77608openalex-snapshot
Interprocedural slicing using dependence graphs
inferredcites →https://doi.org/10.1145/800020.808263openalex-snapshot
The program dependence graph in a software development environment
inferredcites →https://doi.org/10.1145/872757.872770openalex-snapshot
Winnowing
inferredcites →https://doi.org/10.1145/93548.93576openalex-snapshot
Dynamic program slicing
inferredcites →https://doi.org/10.1147/sj.153.0225openalex-snapshot
A model of large program development
inferredcites →https://doi.org/10.1155/2014/260905openalex-snapshot
A Malware Detection Scheme Based on Mining Format Information
inferredcites →https://doi.org/10.14722/ndss.2015.23294openalex-snapshot
Firmalice - Automatic Detection of Authentication Bypass Vulnerabilities in Binary Firmware
inferredcites →https://doi.org/10.14722/ndss.2016.23185openalex-snapshot
discovRE: Efficient Cross-Architecture Identification of Bugs in Binary Code
inferredcites →https://doi.org/10.14722/ndss.2018.23304openalex-snapshot
When Coding Style Survives Compilation: De-anonymizing Programmers from Executable Binaries
inferredcites →https://doi.org/10.14778/2311906.2311907openalex-snapshot
Efficient subgraph matching on billion node graphs
inferredcites →https://doi.org/10.14778/2732939.2732947openalex-snapshot
SK-LSH
inferredcites →https://doi.org/10.14778/2824032.2824041openalex-snapshot
Bonding vertex sets over distributed graph
inferredcites →https://doi.org/10.21236/ada538737openalex-snapshot
Binary Code Extraction and Interface Identification for Security Applications
inferredcites →https://doi.org/10.37419/lr.v3.i3.7openalex-snapshot
All Your IP Are Belong to Us
inferredcites →https://doi.org/10.4236/jsea.2018.116020openalex-snapshot
Matching Source Code Using Abstract Syntax Trees in Version Control Systems
inferredcites →https://doi.org/10.48456/tr-844openalex-snapshot
Decompilation as search
inferredcites →https://doi.org/10.5555/1115566.1115568openalex-snapshot
On the effectiveness of clone detection by string matching
inferredcites →https://doi.org/10.5555/1855741.1855756openalex-snapshot
KLEE: unassisted and automatic generation of high-coverage tests for complex systems programs
inferredcites →https://doi.org/10.5555/2664398.2664404openalex-snapshot
Java bytecode clone detection via relaxation on code fingerprint and semantic web reasoning

What points at this work

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

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Binary Code Analysis for Cybersecurity: A Systematic Review of Forensic Techniques in Vulnerability Detection and Anti-Evasion Strategies
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AI in Education: Improving Quality for Both Centralized and Decentralized Frameworks
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Explainable Machine Learning for Malware Detection: A SHAP-Based LightGBM Framework
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TransferFuzz: Fuzzing with Historical Trace for Verifying Propagated Vulnerability Code
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Levels of Binary Equivalence for the Comparison of Binaries from Alternative Builds
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gLTSdiff: A Generalized Framework for Structural Comparison of Software Behavior
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Explainable Gradient-Boosted Malware Detection Using SHAP and Static PE Features
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Homomorphic encryption domain asymmetric fingerprinting scheme for 3D models of oblique photography
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Binary Function Clone Search in the Presence of Code Obfuscation and Optimization over Multi-CPU Architectures
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LibAM: An Area Matching Framework for Detecting Third-Party Libraries in Binaries
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CodeExtract: Enhancing Binary Code Similarity Detection with Code Extraction Techniques
inferred← citeshttps://doi.org/10.1145/3653973openalex-snapshot
Identifying Authorship in Malicious Binaries: Features, Challenges & Datasets
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VeriBin: A Malware Authorship Verification Approach for APT Tracking through Explainable and Functionality-Debiasing Adversarial Representation Learning
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Análisis comparativo de técnicas de protección de software para prevenir el acceso no autorizado y la distribución ilegal
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