ACM Computing Surveys

Article	Citations
From Bugs to Benchmarks: A Comprehensive Survey of Software Defect Datasets	2852
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	2721
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	1181
Remote Respiration Measurement with RGB Cameras: A Review and Benchmark	1089
A Comprehensive Survey of Transformers in Text Recognition: Techniques, Challenges, and Future Directions	991
A Survey of Heuristics for Profile and Wavefront Reductions	950
Big Data Analytics and Internet of Things Combined with Artificial Intelligence Techniques for Effective Emergency Management: A Comprehensive Survey	678
A Survey on Aspect-Based Sentiment Classification	565
Neural Architecture Search Survey: A Hardware Perspective	525
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	485
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	476
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	469
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey	441
FPGA-Enabled Machine Learning Applications in Earth Observation: A Systematic Review	425
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	421
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	405
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	372
A Review of Olfactory Display Designs for Virtual Reality Environments	361
A Comprehensive Analysis of Explainable AI for Malware Hunting	354
A Survey on Kolmogorov-Arnold Network	349
Diffusion Models: A Comprehensive Survey of Methods and Applications	334
Machine Learning and Physics: A Survey of Integrated Models	314
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	311
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	297
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	294

Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	293
A Taxonomy and Comparative Analysis of IPv4 Identifier Selection Correctness, Security, and Performance	291
A Comprehensive Survey and Taxonomy of Cybersecurity Challenges and Proactive Measures for IoD	279
Diagnosis of Benign Positional Vertigo: A Systematic Review of Machine Learning and Deep Learning within Videonystagmography	276
DNN Partitioning for Cooperative Inference in Edge Intelligence: Modeling, Solutions, Toolchains	265
Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer?	253
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	250
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	236
Demystify the Fuzzing Methods: A Comprehensive Survey	219
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	217
Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future	217
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	216
Data Readiness for AI: A 360-Degree Survey	216
Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications	213
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	213
Deep Causal Learning: Representation, Discovery and Inference	210
A Survey on the State of the Art of Causally Consistent Cloud Systems	200
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	196
A Systematic Literature Review on Multimodal Text Summarization	194
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	193
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	185
Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring	183
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	183
Domain Generalization in Computational Pathology: Survey and Guidelines	179
Large Language Models for Combinatorial Optimization: A Systematic Review	178
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	175
Concept-based Explainable Artificial Intelligence: A Survey	168
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	167
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	163
A Systematic Literature Review on Explainability for ML/DL-based Software Engineering	162
A Survey of Security and Privacy Issues in V2X Communication Systems	162
Private Graph Data Release: A Survey	162
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	161
On the Explainability of Natural Language Processing Deep Models	159
Utilizing Internet of Things in Human-Building Interaction to Support Sustainable Built Environments	158
The Role of the Internet of Things (IoT) in Achieving the United Nations (UN) Sustainable Development Goals (SDGs) - A Systematic Review	155
Slicing of Probabilistic Programs: A Review of Existing Approaches	153
Dataset Discovery and Exploration: A Survey	151
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	150
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	146
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	141
Knowledge-based Cyber Physical Security at Smart Home: A Review	133
How many FIDO protocols are needed? Analysing the technology, security and compliance	131
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	130
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	128
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects	126
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	126
Systemization of Knowledge (SoK): Visualization Insight -- Two Decades of Research, Practice, and Future Directions	126
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	125
Recent Advances in Automatic Term Extraction: A Comprehensive Survey	125

Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	124
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	123
Understanding World or Predicting Future? A Comprehensive Survey of World Models	123
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	123
A Survey on Hypergraph Representation Learning	122
Visual Tuning	122
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability	122
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices	122
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities	121
Deep Learning Library Testing: Definition, Methods and Challenges	119
Embedding Compression in Recommender Systems: A Survey	117
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	117
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey	117
Distributed Scrum: A Case Meta-analysis	116
Advancing 5G Security and Privacy with AI: A Survey	115
Blockchain Agnostic Protocols: An Analysis of the State of the Art	114
Task Offloading for CAVs Edge Computing Environment: Taxonomy, Critical Review, and Future Road Map	113
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review	113
Function Calling in Large Language Models: Industrial Practices, Challenges, and Future Directions	112
Private and Secure Distributed Deep Learning: A Survey	111
Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review	110
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	109
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	109
Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems	109
Semantic Knowledge Graphs for the News: A Review	108
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces	108
Class-Imbalanced Learning on Graphs: A Survey	107
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning	107
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	107
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	106
Survey and Taxonomy of Adversarial Reconnaissance Techniques	106
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities	106
A Survey of Privacy Attacks in Machine Learning	105
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit	104
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey	104
The Role of Multi-Agents in Digital Twin Implementation: Short Survey	103
A Survey on Deep Learning for Monte Carlo Path Tracing	102
Heterogeneous Federated Learning: State-of-the-art and Research Challenges	102
A Systematic Literature Review on Multi-Robot Task Allocation	102
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks	100
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	99
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	98
A Survey of Tool Support for Working with Design Decisions in Code	98
IMPACTS Homeostasis Trust Management System: Optimizing Trust in Human-AI Teams	97
Natural Language–Based Conceptual Modelling Frameworks: State of the Art and Future Opportunities	97
Wireless Powered Mobile Edge Computing Networks: A Survey	96
Implicit Aspect-Based Sentiment Analysis: A Systematic Review	95
Digital Twins for Cultural Heritage: A Systematic Analysis of the State of the Art	94
Lessons from Formally Verified Deployed Software Systems	94
Big Code Search: A Bibliography	94
Computational Techniques in PET/CT Image Processing for Breast Cancer: A Systematic Mapping Review	93
Mix-Zones as an Effective Privacy Enhancing Technique in Mobile and Vehicular Ad-hoc Networks	93
Lookup Table-based Computing: A Survey from Software Implementations to Hardware Architectures	91
Examining the Current Status and Emerging Trends in Continuous Authentication Technologies through Citation Network Analysis	91
A Review of Open-RAN Intelligence: Opportunities, Challenges, Real-Life Applications and Impacts	90
Lost in Translation? Found in Evaluation: A Comprehensive Survey on Sentence-Level Translation Evaluation	89
A Primer on Pretrained Multilingual Language Models	89
Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo	88
Confidential Computing on Heterogeneous CPU-GPU Systems: Survey and Future Directions	88
A Review on Tools, Mechanics, Benefits, and Challenges of Gamified Software Testing	87
Automatic Performance Assessment in Three-dimensional Interactive Haptic Medical Simulators: A Systematic Review	87
Heterogeneous Network Access and Fusion in Smart Factory: A Survey	87
Conversational Agents in Therapeutic Interventions for Neurodevelopmental Disorders: A Survey	86
Instrumental Variables in Causal Inference and Machine Learning: A Survey	86
Advancements in AI-Generated Content Forensics: A Systematic Literature Review	85
Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs	85
An Experimental Investigation of Text-based CAPTCHA Attacks and Their Robustness	85
Lightweight Consensus in Blockchain: A Systematic Literature Review	84
Unsupervised Deep Learning for Anomaly Detection in Automotive Trucks: A Survey	84
Deep Person Generation: A Survey from the Perspective of Face, Pose, and Cloth Synthesis	84
A Survey on 3D Gaussian Splatting	84
Microarchitectural Attacks in Heterogeneous Systems: A Survey	84
A Survey on Deep Learning for Symbolic Music Generation: Representations, Algorithms, Evaluations, and Challenges	83
A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids	82
Human Image Generation: A Comprehensive Survey	81
Representation Learning in Complex Logical Query Answering on Knowledge Graphs: A Survey	80
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey	80
Separation of Duty in Information Security	80
State-of-the-Art Review and Comparative Experimentation of Emergency Call Prediction Models	80
A Survey of Side-Channel Attacks on Branch Prediction Units	80

Metaverse Platforms for Immersive Healthcare: A Survey on Telemedicine Solutions	79
Android Source Code Vulnerability Detection: A Systematic Literature Review	79
FairSNA: Algorithmic Fairness in Social Network Analysis	79
Racial Bias within Face Recognition: A Survey	79
Adversarial Machine Learning in IoT Security: A Comprehensive Survey	78
A Survey of Hardware Improvements to Secure Program Execution	77
A Survey on Deep Learning for Design and Generation of Virtual Architecture	77
Honeyword-based Authentication Techniques for Protecting Passwords: A Survey	77
Data Mining on Smartphones: An Introduction and Survey	77
A Survey on Emerging Trends and Applications of 5G and 6G to Healthcare Environments	76
Strategic Decisions: Survey, Taxonomy, and Future Directions from Artificial Intelligence Perspective	76
Deep Learning in Stance Detection: A Survey	76
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey	76
A Survey of Hardware-Based AES SBoxes: Area, Performance, and Security	76
A Comprehensive Review of Information Uncertainty Modelling in Domain Ontologies	76
Integration of Sensing, Communication, and Computing for Metaverse: A Survey	76
A survey of 3D Space Path-Planning Methods and Algorithms	75
Connect API with Blockchain: A Survey on Blockchain Oracle Implementation	75
Cross-Chain Smart Contract Invocations: A Systematic Multi-Vocal Literature Review	75
Self-supervised Learning for Electroencephalogram: A Systematic Survey	75
Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey	74
Artificial Intelligence for Web 3.0: A Comprehensive Survey	74
Spatio-Temporal Missing Data Imputation: A Systematic Literature Review with a Focus on Statistical and Machine Learning-Based Approaches	73
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey	72
Fairness in Ranking, Part I: Score-Based Ranking	72
Emotion Ontology Studies: A Framework for Expressing Feelings Digitally and its Application to Sentiment Analysis	71
Recent Advances for Aerial Object Detection: A Survey	71
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities	71
An All-Inclusive Taxonomy and Critical Review of Blockchain-Assisted Authentication and Session Key Generation Protocols for IoT	71
Energy-Efficient Database Systems: A Systematic Survey	70
Proof Scores: A Survey	69
A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks	69
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures	69
A Knowledge Graph-Based Survey on Distributed Ledger Technology for IoT Verticals	69
Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges	68
A Taxonomy of Live Migration Management in Cloud Computing	68
Cybersecurity in Electric and Flying Vehicles: Threats, Challenges, AI Solutions & Future Directions	67
Automated Program Repair: Emerging Trends Pose and Expose Problems for Benchmarks	67
A Survey on Services Placement Algorithms in Integrated Cloud-Fog / Edge Computing	67
Public Datasets for Cloud Computing: A Comprehensive Survey	66
Comparing the Humanness of Machine-Generated and Human-Authored Text	66
Cloud Outsourcing Risk Management for Cloud Consumers: A Systematic Literature Review	66
Software-Based Dialogue Systems: Survey, Taxonomy, and Challenges	66
Backdoor Attacks against Voice Recognition Systems: A Survey	65
Constructing Neural Network Based Models for Simulating Dynamical Systems	65
The Evolution of Distributed Systems for Graph Neural Networks and Their Origin in Graph Processing and Deep Learning: A Survey	64
Transforming Large-Size to Lightweight Deep Neural Networks for IoT Applications	64
Security and Privacy on Generative Data in AIGC: A Survey	63
A Systematic Collection of Medical Image Datasets for Deep Learning	63
3D Face Reconstruction: The Road to Forensics	62
Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey	62
Survey on Redundancy Based-Fault tolerance methods for Processors and Hardware accelerators - Trends in Quantum Computing, Heterogeneous Systems and Reliability	62
Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques	62
Few-Shot Relation Extraction Based on Prompt Learning: A Taxonomy, Survey, Challenges and Future Directions	62
Lightweight Deep Learning for Resource-Constrained Environments: A Survey	62
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI	61
Understanding Hallucinations in Large Visual and Language Models	61
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art	61
Blockchain-Based Federated Learning for Securing Internet of Things: A Comprehensive Survey	61
Backdoor Attacks and Defenses Targeting Multi-Domain AI Models: A Comprehensive Review	60
Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future Directions	60
A Survey on Privacy-Preserving Computing in the Automotive Domain	59
Resource Management for Mission-Critical Applications in Edge Computing: Systematic Review on Recent Research and Open Issues	58
Explainable Deep Reinforcement Learning: State of the Art and Challenges	58
AI-Enhanced Cybersecurity in Edge Computing: Threats, Solutions, and Future Directions	58
Camera Measurement of Physiological Vital Signs	58
Maintenance Operations on Cloud, Edge, and IoT Environments: Taxonomy, Survey, and Research Challenges	57
SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols	57
War on JITs: Software-Based Attacks and Hybrid Defenses for JIT Compilers - A Comprehensive Survey	56
Common Threads in Incremental Data Flow Analysis: A Comprehensive Survey	56
Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review	56
Graph-Based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey	55
Toward Efficient Underwater Visual Perception through Image Enhancement, Compression, and Understanding	55
The Internet of Bio-Nano Things with Insulin-Glucose, Security and Research Challenges: A Survey	55
3D Scene Geometry Estimation from 360° Imagery: A Survey	55
A Survey of FPGA-based 3D CNN Accelerators and Hardware-aware Algorithmic Optimizations	55
A Comprehensive Survey on Collaborative Data-access Enablers in the IIoT	55
From Detection to Application: Recent Advances in Understanding Scientific Tables and Figures	55
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges	54
A Survey of Deep Learning for Low-shot Object Detection	54
A Survey on Bundle Recommendation: Methods, Applications, and Challenges	54
DevOps Metrics and KPIs: A Multivocal Literature Review	54
A Survey on Spatio-Temporal Prediction: From Transformers to Foundation Models	54
A Systematic Literature Review of Healthcare Embedded Systems Using AI-based Biosignal Analysis	53
Malware Detection with Artificial Intelligence: A Systematic Literature Review	53
Towards Smart Education through Internet of Things: A Survey	53
A Survey on Retrieval-Augmented Text Generation for Large Language Models	53
Cryptographic Primitives in Script-based and Scriptless Payment Channel Networks: A Survey	52
A Joint Study of the Challenges, Opportunities, and Roadmap of MLOps and AIOps: A Systematic Survey	51
Cross-lingual Offensive Language Detection: A Systematic Review of Dataset, Approach and Challenge	51
Igniting Language Intelligence: The Hitchhiker’s Guide from Chain-of-Thought Reasoning to Language Agents	51
A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks	51
Survey on Explainable AI for Traditional Machine Learning and Domains	51
Optimization Techniques for GPU Programming	51
A Comprehensive Review and New Taxonomy on Superpixel Segmentation	51