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
A Survey on Aspect-Based Sentiment Classification	223
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	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
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	188
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	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
Large Language Models for Combinatorial Optimization: A Systematic Review	166
A Survey of Security and Privacy Issues in V2X Communication Systems	166
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	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
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	135
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	135
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
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
Concept-based Explainable Artificial Intelligence: A Survey	130
A Survey on Hypergraph Representation Learning	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
On the Explainability of Natural Language Processing Deep Models	126
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
Deep Learning Library Testing: Definition, Methods and Challenges	125
Embedding Compression in Recommender Systems: A Survey	123
Challenges and Opportunities in Mobile Network Security for Vertical Applications: 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
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	119
A Survey on Deep Learning for Monte Carlo Path Tracing	119
A Systematic Literature Review on Multi-Robot Task Allocation	118
Private and Secure Distributed Deep Learning: A Survey	117
Survey and Taxonomy of Adversarial Reconnaissance Techniques	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
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
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	112
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities	111
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning	111
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey	110
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	110
A Survey of Privacy Attacks in Machine Learning	110
From Rules to Reasoning: A Survey of Large Language Model-Based Approaches to Scientific Hypothesis and Idea Generation	109
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
Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review	106
Semantic Knowledge Graphs for the News: A Review	106
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks	105
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	105
The Role of Multi-Agents in Digital Twin Implementation: Short Survey	103
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
Task Offloading for CAVs Edge Computing Environment: Taxonomy, Critical Review, and Future Road Map	102
Heterogeneous Federated Learning: State-of-the-art and Research Challenges	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
Implicit Aspect-Based Sentiment Analysis: A Systematic Review	98
Digital Twins for Cultural Heritage: A Systematic Analysis of the State of the Art	98
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
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
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
Microarchitectural Attacks in Heterogeneous Systems: A Survey	91
Deep Person Generation: A Survey from the Perspective of Face, Pose, and Cloth Synthesis	91
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
Unsupervised Deep Learning for Anomaly Detection in Automotive Trucks: A Survey	90
Lightweight Consensus in Blockchain: A Systematic Literature Review	90
A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids	89
A Survey on 3D Gaussian Splatting	89
Wireless Powered Mobile Edge Computing Networks: A Survey	89
Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs	87
Instrumental Variables in Causal Inference and Machine Learning: A Survey	87
IMPACTS Homeostasis Trust Management System: Optimizing Trust in Human-AI Teams	86
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
A Review of Open-RAN Intelligence: Opportunities, Challenges, Real-Life Applications and Impacts	84
Lessons from Formally Verified Deployed Software Systems	84
Human Image Generation: A Comprehensive Survey	84
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
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
A Survey of Side-Channel Attacks on Branch Prediction Units	82
State-of-the-Art Review and Comparative Experimentation of Emergency Call Prediction Models	82
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey	81
Connect API with Blockchain: A Survey on Blockchain Oracle Implementation	81
Spatio-Temporal Missing Data Imputation: A Systematic Literature Review with a Focus on Statistical and Machine Learning-Based Approaches	81
Metaverse Platforms for Immersive Healthcare: A Survey on Telemedicine Solutions	80
Emotion Ontology Studies: A Framework for Expressing Feelings Digitally and its Application to Sentiment Analysis	80
Fairness in Ranking, Part I: Score-Based Ranking	79
Integration of Sensing, Communication, and Computing for Metaverse: A Survey	79
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
Artificial Intelligence for Web 3.0: A Comprehensive Survey	78
Cross-Chain Smart Contract Invocations: A Systematic Multi-Vocal Literature Review	78
Racial Bias within Face Recognition: A Survey	78
A Survey on Emerging Trends and Applications of 5G and 6G to Healthcare Environments	77
Representation Learning in Complex Logical Query Answering on Knowledge Graphs: A Survey	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
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey	72
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities	72
A survey of 3D Space Path-Planning Methods and Algorithms	72
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
Proof Scores: A Survey	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
3D Face Reconstruction: The Road to Forensics	68
A Systematic Collection of Medical Image Datasets for Deep Learning	68
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
Transforming Large-Size to Lightweight Deep Neural Networks for IoT Applications	67
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
A Survey on Privacy-Preserving Computing in the Automotive Domain	66
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
Cybersecurity in Electric and Flying Vehicles: Threats, Challenges, AI Solutions & Future Directions	65
Understanding Hallucinations in Large Visual and Language Models	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
A Survey on Services Placement Algorithms in Integrated Cloud-Fog / Edge Computing	62
SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols	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
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
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI	59
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
Cyber Resilience in IoT Networks Revisited: Frameworks, Mechanisms, and Future Directions	58
Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review	58
A Survey of Deep Learning for Low-shot Object Detection	57
DevOps Metrics and KPIs: A Multivocal Literature Review	57
A Comprehensive Review on Autonomous Navigation	56
Common Threads in Incremental Data Flow Analysis: A Comprehensive Survey	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
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
Toward Efficient Underwater Visual Perception through Image Enhancement, Compression, and Understanding	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