ACM Computing Surveys

Article	Citations
A Comprehensive Survey of Transformers in Text Recognition: Techniques, Challenges, and Future Directions	3040
A Survey of Heuristics for Profile and Wavefront Reductions	2781
A Taxonomy and Comparative Analysis of IPv4 Identifier Selection Correctness, Security, and Performance	1222
DNN Partitioning for Cooperative Inference in Edge Intelligence: Modeling, Solutions, Toolchains	1133
A Comprehensive Survey and Taxonomy of Cybersecurity Challenges and Proactive Measures for IoD	1017
Diagnosis of Benign Positional Vertigo: A Systematic Review of Machine Learning and Deep Learning within Videonystagmography	974
Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer?	708
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	585
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	542
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	499
Remote Respiration Measurement with RGB Cameras: A Review and Benchmark	496
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	482
The Landscape of GPU-Centric Communication	459
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	445
Big Data Analytics and Internet of Things Combined with Artificial Intelligence Techniques for Effective Emergency Management: A Comprehensive Survey	433
Demystify the Fuzzing Methods: A Comprehensive Survey	419
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	378
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	373
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	372
From Bugs to Benchmarks: A Comprehensive Survey of Software Defect Datasets	361
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	347
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey	332
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	328
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	321
Neural Architecture Search Survey: A Hardware Perspective	303

Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	302
FPGA-Enabled Machine Learning Applications in Earth Observation: A Systematic Review	299
A Comprehensive Analysis of Explainable AI for Malware Hunting	289
Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future	282
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	271
Data Readiness for AI: A 360-Degree Survey	266
A Survey on Kolmogorov-Arnold Network	256
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	237
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	229
A Review of Olfactory Display Designs for Virtual Reality Environments	228
Diffusion Models: A Comprehensive Survey of Methods and Applications	227
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	223
A Survey on Aspect-Based Sentiment Classification	223
Machine Learning and Physics: A Survey of Integrated Models	222
How many FIDO protocols are needed? Analysing the technology, security and compliance	221
A Systematic Literature Review on Explainability for ML/DL-based Software Engineering	215
Private Graph Data Release: A Survey	210
The Role of the Internet of Things (IoT) in Achieving the United Nations (UN) Sustainable Development Goals (SDGs) - A Systematic Review	205
Utilizing Internet of Things in Human-Building Interaction to Support Sustainable Built Environments	200
Slicing of Probabilistic Programs: A Review of Existing Approaches	198
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	197
A Survey on the State of the Art of Causally Consistent Cloud Systems	189
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	188
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	188
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	184
Dataset Discovery and Exploration: A Survey	183
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	174
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	170
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	169
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	169
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	167
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	166
Large Language Models for Combinatorial Optimization: A Systematic Review	166
A Survey of Security and Privacy Issues in V2X Communication Systems	166
Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring	163
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	162
Domain Generalization in Computational Pathology: Survey and Guidelines	161
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	157
A Systematic Literature Review on Multimodal Text Summarization	154
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	149
Recent Advances in Automatic Term Extraction: A Comprehensive Survey	145
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	135
Systemization of Knowledge (SoK): Visualization Insight -- Two Decades of Research, Practice, and Future Directions	135
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	135
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	135
Deep Causal Learning: Representation, Discovery and Inference	134
Knowledge-based Cyber Physical Security at Smart Home: A Review	132
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects	131
A Survey on Hypergraph Representation Learning	130
Concept-based Explainable Artificial Intelligence: A Survey	130

Understanding World or Predicting Future? A Comprehensive Survey of World Models	129
Visual Tuning	129
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	128
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	127
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	126
Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications	126
On the Explainability of Natural Language Processing Deep Models	126
Deep Learning Library Testing: Definition, Methods and Challenges	125
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey	123
Embedding Compression in Recommender Systems: A Survey	123
Distributed Scrum: A Case Meta-analysis	122
Advancing 5G Security and Privacy with AI: A Survey	121
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review	120
Function Calling in Large Language Models: Industrial Practices, Challenges, and Future Directions	120
Blockchain Agnostic Protocols: An Analysis of the State of the Art	120
A Survey on Deep Learning for Monte Carlo Path Tracing	119
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	119
A Systematic Literature Review on Multi-Robot Task Allocation	118
Survey and Taxonomy of Adversarial Reconnaissance Techniques	117
Private and Secure Distributed Deep Learning: A Survey	117
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	116
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices	114
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities	113
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	112
Class-Imbalanced Learning on Graphs: A Survey	112
Towards Reliable Forgetting: A Survey on Machine Unlearning Verification	112
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	112
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit	112
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning	111
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities	111
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	110
A Survey of Privacy Attacks in Machine Learning	110
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey	110
Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems	109
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces	109
From Rules to Reasoning: A Survey of Large Language Model-Based Approaches to Scientific Hypothesis and Idea Generation	109
Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review	106
Semantic Knowledge Graphs for the News: A Review	106
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	105
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks	105
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability	103
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	103
The Role of Multi-Agents in Digital Twin Implementation: Short Survey	103
Heterogeneous Federated Learning: State-of-the-art and Research Challenges	102
Task Offloading for CAVs Edge Computing Environment: Taxonomy, Critical Review, and Future Road Map	102
A Survey of Tool Support for Working with Design Decisions in Code	100
Natural Language–Based Conceptual Modelling Frameworks: State of the Art and Future Opportunities	100
Digital Twins for Cultural Heritage: A Systematic Analysis of the State of the Art	98
Implicit Aspect-Based Sentiment Analysis: A Systematic Review	98
Big Code Search: A Bibliography	96
Confidential Computing on Heterogeneous CPU-GPU Systems: Survey and Future Directions	96
Lookup Table-based Computing: A Survey from Software Implementations to Hardware Architectures	96
Lost in Translation? Found in Evaluation: A Comprehensive Survey on Sentence-Level Translation Evaluation	96
Examining the Current Status and Emerging Trends in Continuous Authentication Technologies through Citation Network Analysis	96
A Primer on Pretrained Multilingual Language Models	96
Automatic Performance Assessment in Three-dimensional Interactive Haptic Medical Simulators: A Systematic Review	94
Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo	94
A Review on Tools, Mechanics, Benefits, and Challenges of Gamified Software Testing	93
Conversational Agents in Therapeutic Interventions for Neurodevelopmental Disorders: A Survey	92
Advancements in AI-Generated Content Forensics: A Systematic Literature Review	91
A Survey on Deep Learning for Symbolic Music Generation: Representations, Algorithms, Evaluations, and Challenges	91
An Experimental Investigation of Text-based CAPTCHA Attacks and Their Robustness	91
Microarchitectural Attacks in Heterogeneous Systems: A Survey	91
Deep Person Generation: A Survey from the Perspective of Face, Pose, and Cloth Synthesis	91
Lightweight Consensus in Blockchain: A Systematic Literature Review	90
Unsupervised Deep Learning for Anomaly Detection in Automotive Trucks: A Survey	90
A Survey on 3D Gaussian Splatting	89
Wireless Powered Mobile Edge Computing Networks: A Survey	89
A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids	89
Instrumental Variables in Causal Inference and Machine Learning: A Survey	87
Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs	87
Computational Techniques in PET/CT Image Processing for Breast Cancer: A Systematic Mapping Review	86
Mix-Zones as an Effective Privacy Enhancing Technique in Mobile and Vehicular Ad-hoc Networks	86
Website Fingerprinting Attacks and Defense Techniques: A Survey	86
Heterogeneous Network Access and Fusion in Smart Factory: A Survey	86
IMPACTS Homeostasis Trust Management System: Optimizing Trust in Human-AI Teams	86
Lessons from Formally Verified Deployed Software Systems	84
Human Image Generation: A Comprehensive Survey	84
A Review of Open-RAN Intelligence: Opportunities, Challenges, Real-Life Applications and Impacts	84
A Comprehensive Review of Information Uncertainty Modelling in Domain Ontologies	83

Honeyword-based Authentication Techniques for Protecting Passwords: A Survey	83
Adversarial Machine Learning in IoT Security: A Comprehensive Survey	83
Data Mining on Smartphones: An Introduction and Survey	83
A Survey on Deep Learning for Design and Generation of Virtual Architecture	83
Separation of Duty in Information Security	83
A Survey of Hardware Improvements to Secure Program Execution	83
State-of-the-Art Review and Comparative Experimentation of Emergency Call Prediction Models	82
A Survey of Side-Channel Attacks on Branch Prediction Units	82
Spatio-Temporal Missing Data Imputation: A Systematic Literature Review with a Focus on Statistical and Machine Learning-Based Approaches	81
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey	81
Connect API with Blockchain: A Survey on Blockchain Oracle Implementation	81
Emotion Ontology Studies: A Framework for Expressing Feelings Digitally and its Application to Sentiment Analysis	80
Metaverse Platforms for Immersive Healthcare: A Survey on Telemedicine Solutions	80
Deep Learning in Stance Detection: A Survey	79
A Survey of Hardware-Based AES SBoxes: Area, Performance, and Security	79
Strategic Decisions: Survey, Taxonomy, and Future Directions from Artificial Intelligence Perspective	79
Fairness in Ranking, Part I: Score-Based Ranking	79
Integration of Sensing, Communication, and Computing for Metaverse: A Survey	79
Cross-Chain Smart Contract Invocations: A Systematic Multi-Vocal Literature Review	78
Racial Bias within Face Recognition: A Survey	78
Artificial Intelligence for Web 3.0: A Comprehensive Survey	78
Representation Learning in Complex Logical Query Answering on Knowledge Graphs: A Survey	77
A Survey on Emerging Trends and Applications of 5G and 6G to Healthcare Environments	77
Self-supervised Learning for Electroencephalogram: A Systematic Survey	76
Recent Advances for Aerial Object Detection: A Survey	75
FairSNA: Algorithmic Fairness in Social Network Analysis	75
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey	74
Android Source Code Vulnerability Detection: A Systematic Literature Review	74
An All-Inclusive Taxonomy and Critical Review of Blockchain-Assisted Authentication and Session Key Generation Protocols for IoT	73
Metrics for Privacy-Preserving Generative Models: A Comprehensive Survey	73
Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey	73
A survey of 3D Space Path-Planning Methods and Algorithms	72
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey	72
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities	72
Proof Scores: A Survey	71
A Taxonomy of Live Migration Management in Cloud Computing	71
Energy-Efficient Database Systems: A Systematic Survey	71
Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges	71
Automated Program Repair: Emerging Trends Pose and Expose Problems for Benchmarks	70
Public Datasets for Cloud Computing: A Comprehensive Survey	69
A Knowledge Graph-Based Survey on Distributed Ledger Technology for IoT Verticals	69
A Systematic Collection of Medical Image Datasets for Deep Learning	68
3D Face Reconstruction: The Road to Forensics	68
Transforming Large-Size to Lightweight Deep Neural Networks for IoT Applications	67
Backdoor Attacks against Voice Recognition Systems: A Survey	67
Software-Based Dialogue Systems: Survey, Taxonomy, and Challenges	67
Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey	67
A Survey on Privacy-Preserving Computing in the Automotive Domain	66
Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques	66
Survey on Redundancy Based-Fault tolerance methods for Processors and Hardware accelerators - Trends in Quantum Computing, Heterogeneous Systems and Reliability	66
Cybersecurity in Electric and Flying Vehicles: Threats, Challenges, AI Solutions & Future Directions	65
Understanding Hallucinations in Large Visual and Language Models	65
AI-Enhanced Cybersecurity in Edge Computing: Threats, Solutions, and Future Directions	65
Resource Management for Mission-Critical Applications in Edge Computing: Systematic Review on Recent Research and Open Issues	65
A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks	64
Constructing Neural Network Based Models for Simulating Dynamical Systems	64
Security and Privacy on Generative Data in AIGC: A Survey	64
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art	64
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures	63
Backdoor Attacks and Defenses Targeting Multi-Domain AI Models: A Comprehensive Review	63
Few-Shot Relation Extraction Based on Prompt Learning: A Taxonomy, Survey, Challenges and Future Directions	63
Camera Measurement of Physiological Vital Signs	63
Maintenance Operations on Cloud, Edge, and IoT Environments: Taxonomy, Survey, and Research Challenges	63
SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols	62
A Survey on Services Placement Algorithms in Integrated Cloud-Fog / Edge Computing	62
Explainable Deep Reinforcement Learning: State of the Art and Challenges	61
Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future Directions	61
The Evolution of Distributed Systems for Graph Neural Networks and Their Origin in Graph Processing and Deep Learning: A Survey	60
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI	59
Cloud Outsourcing Risk Management for Cloud Consumers: A Systematic Literature Review	59
Blockchain-Based Federated Learning for Securing Internet of Things: A Comprehensive Survey	59
Comparing the Humanness of Machine-Generated and Human-Authored Text	59
Cyber Resilience in IoT Networks Revisited: Frameworks, Mechanisms, and Future Directions	58
Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review	58
Lightweight Deep Learning for Resource-Constrained Environments: A Survey	58
Graph-Based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey	58
Cryptographic Primitives in Script-based and Scriptless Payment Channel Networks: A Survey	58
3D Scene Geometry Estimation from 360° Imagery: A Survey	58
War on JITs: Software-Based Attacks and Hybrid Defenses for JIT Compilers - A Comprehensive Survey	58
DevOps Metrics and KPIs: A Multivocal Literature Review	57
A Survey of Deep Learning for Low-shot Object Detection	57
Common Threads in Incremental Data Flow Analysis: A Comprehensive Survey	56
A Comprehensive Review on Autonomous Navigation	56
Igniting Language Intelligence: The Hitchhiker’s Guide from Chain-of-Thought Reasoning to Language Agents	55
A Survey on Mapping Semi-Structured Data and Graph Data to Relational Data	55
Toward Efficient Underwater Visual Perception through Image Enhancement, Compression, and Understanding	54
A Survey and an Empirical Evaluation of Multi-View Clustering Approaches	54
Cross-lingual Offensive Language Detection: A Systematic Review of Dataset, Approach and Challenge	54
A Systematic Review of Data Quality in CPS and IoT for Industry 4.0	54
Survey on Explainable AI for Traditional Machine Learning and Domains	53
From Detection to Application: Recent Advances in Understanding Scientific Tables and Figures	53
A Survey on Retrieval-Augmented Text Generation for Large Language Models	52
Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach	52
Towards Smart Education through Internet of Things: A Survey	52
Optimization Techniques for GPU Programming	52