ACM Computing Surveys

Article	Citations
A Survey of Heuristics for Profile and Wavefront Reductions	3335
A Taxonomy and Comparative Analysis of IPv4 Identifier Selection Correctness, Security, and Performance	2869
A Comprehensive Survey and Taxonomy of Cybersecurity Challenges and Proactive Measures for IoD	1277
From Bugs to Benchmarks: A Comprehensive Survey of Software Defect Datasets	1194
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	1056
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	1007
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	742
Big Data Analytics and Internet of Things Combined with Artificial Intelligence Techniques for Effective Emergency Management: A Comprehensive Survey	615
The Landscape of GPU-Centric Communication	569
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey	548
Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer?	515
DNN Partitioning for Cooperative Inference in Edge Intelligence: Modeling, Solutions, Toolchains	498
FPGA-Enabled Machine Learning Applications in Earth Observation: A Systematic Review	487
Data Readiness for AI: A 360-Degree Survey	472
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	453
A Comprehensive Survey of Transformers in Text Recognition: Techniques, Challenges, and Future Directions	440
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	424
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	396
A Review of Olfactory Display Designs for Virtual Reality Environments	392
Remote Respiration Measurement with RGB Cameras: A Review and Benchmark	376
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	372
Diagnosis of Benign Positional Vertigo: A Systematic Review of Machine Learning and Deep Learning within Videonystagmography	356
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	348
Machine Learning and Physics: A Survey of Integrated Models	329
A Survey on Kolmogorov-Arnold Network	328

Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	313
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	310
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	303
A Survey on Aspect-Based Sentiment Classification	291
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	290
Demystify the Fuzzing Methods: A Comprehensive Survey	278
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	268
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	260
Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future	251
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	243
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	238
A Comprehensive Analysis of Explainable AI for Malware Hunting	238
Neural Architecture Search Survey: A Hardware Perspective	233
Diffusion Models: A Comprehensive Survey of Methods and Applications	233
A Systematic Literature Review on Explainability for ML/DL-based Software Engineering	230
Utilizing Internet of Things in Human-Building Interaction to Support Sustainable Built Environments	229
Slicing of Probabilistic Programs: A Review of Existing Approaches	223
A Survey on the State of the Art of Causally Consistent Cloud Systems	213
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	212
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	211
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	208
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	203
Recent Advances in Automatic Term Extraction: A Comprehensive Survey	196
Systemization of Knowledge (SoK): Visualization Insight -- Two Decades of Research, Practice, and Future Directions	194
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	193
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	191
How many FIDO protocols are needed? Analysing the technology, security and compliance	190
Dataset Discovery and Exploration: A Survey	188
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	186
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	182
Visual Tuning	181
Private Graph Data Release: A Survey	179
Domain Generalization in Computational Pathology: Survey and Guidelines	172
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	172
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	171
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	171
Enhancing Privacy-Preserving Software Development from a Developers' Perspective: A Survey	167
Deep Causal Learning: Representation, Discovery and Inference	160
Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring	159
Knowledge-based Cyber Physical Security at Smart Home: A Review	156
The Role of the Internet of Things (IoT) in Achieving the United Nations (UN) Sustainable Development Goals (SDGs) - A Systematic Review	151
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	151
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	148
Large Language Models for Combinatorial Optimization: A Systematic Review	144
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	143
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	142
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	142
Understanding World or Predicting Future? A Comprehensive Survey of World Models	140
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	139
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	139

On the Explainability of Natural Language Processing Deep Models	138
Concept-based Explainable Artificial Intelligence: A Survey	137
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	137
Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications	134
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects	133
A Survey of Security and Privacy Issues in V2X Communication Systems	133
A Survey on Hypergraph Representation Learning	132
A Systematic Literature Review on Multimodal Text Summarization	132
Distributed Scrum: A Case Meta-analysis	131
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities	131
A Survey on Deep Learning for Monte Carlo Path Tracing	130
Function Calling in Large Language Models: Industrial Practices, Challenges, and Future Directions	129
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey	128
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	127
The Role of Multi-Agents in Digital Twin Implementation: Short Survey	125
Embedding Compression in Recommender Systems: A Survey	125
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey	124
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability	124
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks	124
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	123
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	123
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	123
Blockchain Agnostic Protocols: An Analysis of the State of the Art	122
From Rules to Reasoning: A Survey of Large Language Model-Based Approaches to Scientific Hypothesis and Idea Generation	120
Task Offloading for CAVs Edge Computing Environment: Taxonomy, Critical Review, and Future Road Map	118
Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review	117
Semantic Knowledge Graphs for the News: A Review	116
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning	116
A Systematic Literature Review on Multi-Robot Task Allocation	116
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces	115
Private and Secure Distributed Deep Learning: A Survey	115
Survey and Taxonomy of Adversarial Reconnaissance Techniques	115
Class-Imbalanced Learning on Graphs: A Survey	114
Towards Reliable Forgetting: A Survey on Machine Unlearning Verification	114
Deep Learning Library Testing: Definition, Methods and Challenges	113
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities	113
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review	112
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	112
Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems	112
Advancing 5G Security and Privacy with AI: A Survey	111
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices	110
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	109
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	108
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit	107
Heterogeneous Federated Learning: State-of-the-art and Research Challenges	107
A Survey of Tool Support for Working with Design Decisions in Code	106
A Survey of Privacy Attacks in Machine Learning	106
Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo	104
Implicit Aspect-Based Sentiment Analysis: A Systematic Review	104
Digital Twins for Cultural Heritage: A Systematic Analysis of the State of the Art	104
Instrumental Variables in Causal Inference and Machine Learning: A Survey	103
Natural Language–Based Conceptual Modelling Frameworks: State of the Art and Future Opportunities	103
Unsupervised Deep Learning for Anomaly Detection in Automotive Trucks: A Survey	102
Deep Person Generation: A Survey from the Perspective of Face, Pose, and Cloth Synthesis	102
Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs	102
Big Code Search: A Bibliography	102
A Review of Open-RAN Intelligence: Opportunities, Challenges, Real-Life Applications and Impacts	102
Examining the Current Status and Emerging Trends in Continuous Authentication Technologies through Citation Network Analysis	100
Lookup Table-based Computing: A Survey from Software Implementations to Hardware Architectures	99
Mix-Zones as an Effective Privacy Enhancing Technique in Mobile and Vehicular Ad-hoc Networks	98
Computational Techniques in PET/CT Image Processing for Breast Cancer: A Systematic Mapping Review	98
Automatic Performance Assessment in Three-dimensional Interactive Haptic Medical Simulators: A Systematic Review	98
Lost in Translation? Found in Evaluation: A Comprehensive Survey on Sentence-Level Translation Evaluation	97
A Review on Tools, Mechanics, Benefits, and Challenges of Gamified Software Testing	96
A Primer on Pretrained Multilingual Language Models	96
Lightweight Consensus in Blockchain: A Systematic Literature Review	96
Confidential Computing on Heterogeneous CPU-GPU Systems: Survey and Future Directions	95
Advancements in AI-Generated Content Forensics: A Systematic Literature Review	95
A Survey on 3D Gaussian Splatting	95
Wireless Powered Mobile Edge Computing Networks: A Survey	95
Conversational Agents in Therapeutic Interventions for Neurodevelopmental Disorders: A Survey	92
IMPACTS Homeostasis Trust Management System: Optimizing Trust in Human-AI Teams	92
Human Image Generation: A Comprehensive Survey	92
Website Fingerprinting Attacks and Defense Techniques: A Survey	92
A Survey on Deep Learning for Symbolic Music Generation: Representations, Algorithms, Evaluations, and Challenges	91
Lessons from Formally Verified Deployed Software Systems	91
An Experimental Investigation of Text-based CAPTCHA Attacks and Their Robustness	91
Heterogeneous Network Access and Fusion in Smart Factory: A Survey	90
Microarchitectural Attacks in Heterogeneous Systems: A Survey	90
Data Mining on Smartphones: An Introduction and Survey	90

A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids	90
A Survey of Hardware Improvements to Secure Program Execution	89
A Comprehensive Review of Information Uncertainty Modelling in Domain Ontologies	89
Android Source Code Vulnerability Detection: A Systematic Literature Review	89
Adversarial Machine Learning in IoT Security: A Comprehensive Survey	88
Spatio-Temporal Missing Data Imputation: A Systematic Literature Review with a Focus on Statistical and Machine Learning-Based Approaches	87
State-of-the-Art Review and Comparative Experimentation of Emergency Call Prediction Models	87
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey	86
An All-Inclusive Taxonomy and Critical Review of Blockchain-Assisted Authentication and Session Key Generation Protocols for IoT	86
Emotion Ontology Studies: A Framework for Expressing Feelings Digitally and its Application to Sentiment Analysis	86
Metaverse Platforms for Immersive Healthcare: A Survey on Telemedicine Solutions	86
Connect API with Blockchain: A Survey on Blockchain Oracle Implementation	86
Honeyword-based Authentication Techniques for Protecting Passwords: A Survey	86
Strategic Decisions: Survey, Taxonomy, and Future Directions from Artificial Intelligence Perspective	85
Deep Learning in Stance Detection: A Survey	85
A Survey of Hardware-Based AES SBoxes: Area, Performance, and Security	85
A Survey on Deep Learning for Design and Generation of Virtual Architecture	84
Fairness in Ranking, Part I: Score-Based Ranking	84
A survey of 3D Space Path-Planning Methods and Algorithms	83
Cross-Chain Smart Contract Invocations: A Systematic Multi-Vocal Literature Review	82
Representation Learning in Complex Logical Query Answering on Knowledge Graphs: A Survey	82
A Survey of Side-Channel Attacks on Branch Prediction Units	81
Artificial Intelligence for Web 3.0: A Comprehensive Survey	81
Towards Pervasive Distributed Agentic Generative AI - A State of The Art	81
A Survey on Emerging Trends and Applications of 5G and 6G to Healthcare Environments	80
Metrics for Privacy-Preserving Generative Models: A Comprehensive Survey	80
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey	80
Recent Advances for Aerial Object Detection: A Survey	79
Racial Bias within Face Recognition: A Survey	79
FairSNA: Algorithmic Fairness in Social Network Analysis	78
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey	78
Separation of Duty in Information Security	78
Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey	78
Integration of Sensing, Communication, and Computing for Metaverse: A Survey	78
Self-supervised Learning for Electroencephalogram: A Systematic Survey	78
Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges	77
Proof Scores: A Survey	77
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities	77
Software-Based Dialogue Systems: Survey, Taxonomy, and Challenges	76
Automated Program Repair: Emerging Trends Pose and Expose Problems for Benchmarks	76
Backdoor Attacks against Voice Recognition Systems: A Survey	73
A Survey on Privacy-Preserving Computing in the Automotive Domain	73
A Knowledge Graph-Based Survey on Distributed Ledger Technology for IoT Verticals	72
Survey on Redundancy Based-Fault tolerance methods for Processors and Hardware accelerators - Trends in Quantum Computing, Heterogeneous Systems and Reliability	72
Few-Shot Relation Extraction Based on Prompt Learning: A Taxonomy, Survey, Challenges and Future Directions	72
Public Datasets for Cloud Computing: A Comprehensive Survey	72
AI-Enhanced Cybersecurity in Edge Computing: Threats, Solutions, and Future Directions	72
A Taxonomy of Live Migration Management in Cloud Computing	71
Comparing the Humanness of Machine-Generated and Human-Authored Text	71
A Systematic Collection of Medical Image Datasets for Deep Learning	71
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures	71
Camera Measurement of Physiological Vital Signs	71
Energy-Efficient Database Systems: A Systematic Survey	70
A Survey on Services Placement Algorithms in Integrated Cloud-Fog / Edge Computing	70
Cloud Outsourcing Risk Management for Cloud Consumers: A Systematic Literature Review	70
Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey	69
Maintenance Operations on Cloud, Edge, and IoT Environments: Taxonomy, Survey, and Research Challenges	68
Backdoor Attacks and Defenses Targeting Multi-Domain AI Models: A Comprehensive Review	68
Cybersecurity in Electric and Flying Vehicles: Threats, Challenges, AI Solutions & Future Directions	68
Cyber Resilience in IoT Networks Revisited: Frameworks, Mechanisms, and Future Directions	67
Constructing Neural Network Based Models for Simulating Dynamical Systems	67
Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques	67
Lightweight Deep Learning for Resource-Constrained Environments: A Survey	67
The Evolution of Distributed Systems for Graph Neural Networks and Their Origin in Graph Processing and Deep Learning: A Survey	67
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art	66
Transforming Large-Size to Lightweight Deep Neural Networks for IoT Applications	66
Understanding Hallucinations in Large Visual and Language Models	65
Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future Directions	65
Security and Privacy on Generative Data in AIGC: A Survey	64
Explainable Deep Reinforcement Learning: State of the Art and Challenges	64
Resource Management for Mission-Critical Applications in Edge Computing: Systematic Review on Recent Research and Open Issues	64
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI	64
Blockchain-Based Federated Learning for Securing Internet of Things: A Comprehensive Survey	64
3D Face Reconstruction: The Road to Forensics	63
SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols	63
A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks	63
Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review	62
A Survey on Mapping Semi-Structured Data and Graph Data to Relational Data	62
Cryptographic Primitives in Script-based and Scriptless Payment Channel Networks: A Survey	62
Common Threads in Incremental Data Flow Analysis: A Comprehensive Survey	62
Toward Efficient Underwater Visual Perception through Image Enhancement, Compression, and Understanding	61
3D Scene Geometry Estimation from 360° Imagery: A Survey	60
Survey on Explainable AI for Traditional Machine Learning and Domains	60
A Survey on Bundle Recommendation: Methods, Applications, and Challenges	60
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges	60
From Detection to Application: Recent Advances in Understanding Scientific Tables and Figures	60
Towards Smart Education through Internet of Things: A Survey	59
A Comprehensive Survey on Collaborative Data-access Enablers in the IIoT	59
Cross-lingual Offensive Language Detection: A Systematic Review of Dataset, Approach and Challenge	59
Clinical XAI: A Tutorial on Concepts, Methods, and Modalities from Linear Models to LLMs	59
A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks	59
A Survey on Spatio-Temporal Prediction: From Transformers to Foundation Models	58
Large-Scale UAV Swarm Coordination for Sensing and Communication: A Spatiotemporal Perspective	58
A Survey of Deep Learning for Low-shot Object Detection	57
A Joint Study of the Challenges, Opportunities, and Roadmap of MLOps and AIOps: A Systematic Survey	57