ACM Computing Surveys

Article	Citations
A Survey of Heuristics for Profile and Wavefront Reductions	1934
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	1900
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	1476
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	669
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	659
Machine Learning and Physics: A Survey of Integrated Models	639
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	618
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	569
A Review of Olfactory Display Designs for Virtual Reality Environments	459
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	413
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	408
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	407
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	381
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	347
Demystify the Fuzzing Methods: A Comprehensive Survey	327
A Survey on Aspect-Based Sentiment Classification	307
Neural Architecture Search Survey: A Hardware Perspective	303
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	301
Data Readiness for AI: A 360-Degree Survey	294
A Survey on Embedding Dynamic Graphs	279
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	276
A Survey on Concept Drift in Process Mining	267
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	265
A Comprehensive Analysis of Explainable AI for Malware Hunting	256
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey	255

Transformers in Vision: A Survey	248
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	245
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	231
A Survey on Kolmogorov-Arnold Network	219
Diffusion Models: A Comprehensive Survey of Methods and Applications	213
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges	210
A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games	207
How many FIDO protocols are needed? Analysing the technology, security and compliance	200
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	199
A Practical Tutorial on Graph Neural Networks	199
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	197
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	196
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	195
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	187
Security and Privacy in Unified Communication	183
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	172
A Survey on the State of the Art of Causally Consistent Cloud Systems	171
Visual Tuning	170
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	164
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	164
Private Graph Data Release: A Survey	163
Domain Generalization in Computational Pathology: Survey and Guidelines	160
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	160
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	160
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	159
Dataset Discovery and Exploration: A Survey	159
Evolutionary Large-Scale Multi-Objective Optimization: A Survey	158
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	151
Knowledge-based Cyber Physical Security at Smart Home: A Review	151
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	150
A Survey of Security and Privacy Issues in V2X Communication Systems	148
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	147
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	146
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	145
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	143
A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective	141
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	140
Understanding World or Predicting Future? A Comprehensive Survey of World Models	138
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	134
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	131
A Survey on Hypergraph Representation Learning	130
On the Explainability of Natural Language Processing Deep Models	127
Screen Content Quality Assessment: Overview, Benchmark, and Beyond	126
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	124
Semantic Knowledge Graphs for the News: A Review	123
Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems	121
Survey and Taxonomy of Adversarial Reconnaissance Techniques	120
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	119
Class-Imbalanced Learning on Graphs: A Survey	119

A Survey of Privacy Attacks in Machine Learning	119
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks	117
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	117
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices	117
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	115
Distributed Scrum: A Case Meta-analysis	115
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey	111
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	110
Deep Learning Library Testing: Definition, Methods and Challenges	109
A Systematic Literature Review on Multi-Robot Task Allocation	108
The Role of Multi-Agents in Digital Twin Implementation: Short Survey	104
FPGA/GPU-based Acceleration for Frequent Itemsets Mining: A Comprehensive Review	104
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review	102
Adversary Models for Mobile Device Authentication	102
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap	101
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	99
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey	99
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit	99
Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review	97
Private and Secure Distributed Deep Learning: A Survey	97
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	96
Embedding Compression in Recommender Systems: A Survey	96
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities	95
Advancing 5G Security and Privacy with AI: A Survey	95
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability	93
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities	92
Machine Learning at the Network Edge: A Survey	90
Cybersecurity of Industrial Cyber-Physical Systems: A Review	88
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces	87
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning	87
Mix-Zones as an Effective Privacy Enhancing Technique in Mobile and Vehicular Ad-hoc Networks	86
Heterogeneous Federated Learning: State-of-the-art and Research Challenges	86
Big Code Search: A Bibliography	84
IMPACTS Homeostasis Trust Management System: Optimizing Trust in Human-AI Teams	83
Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs	83
Conversational Agents in Therapeutic Interventions for Neurodevelopmental Disorders: A Survey	83
Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo	83
A Primer on Pretrained Multilingual Language Models	82
Microarchitectural Attacks in Heterogeneous Systems: A Survey	82
Computational Techniques in PET/CT Image Processing for Breast Cancer: A Systematic Mapping Review	82
Human Image Generation: A Comprehensive Survey	82
A Survey of Tool Support for Working with Design Decisions in Code	81
Natural Language–Based Conceptual Modelling Frameworks: State of the Art and Future Opportunities	81
Automatic Performance Assessment in Three-dimensional Interactive Haptic Medical Simulators: A Systematic Review	80
Examining the Current Status and Emerging Trends in Continuous Authentication Technologies through Citation Network Analysis	80
A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids	79
Heterogeneous Network Access and Fusion in Smart Factory: A Survey	79
Instrumental Variables in Causal Inference and Machine Learning: A Survey	78
Deep Person Generation: A Survey from the Perspective of Face, Pose, and Cloth Synthesis	77
A Review on Tools, Mechanics, Benefits, and Challenges of Gamified Software Testing	76
Lost in Translation? Found in Evaluation: A Comprehensive Survey on Sentence-Level Translation Evaluation	76
A Survey on Deep Learning for Human Mobility	75
A Survey on Deep Learning for Symbolic Music Generation: Representations, Algorithms, Evaluations, and Challenges	75
A Survey on Deep Learning for Human Activity Recognition	74
Wireless Powered Mobile Edge Computing Networks: A Survey	74
An Experimental Investigation of Text-based CAPTCHA Attacks and Their Robustness	74
A Survey on Deep Learning for Design and Generation of Virtual Architecture	73
Neural Network–Based Financial Volatility Forecasting: A Systematic Review	73
Artificial Intelligence for Web 3.0: A Comprehensive Survey	73
Fairness in Ranking, Part I: Score-Based Ranking	73
Emotion Ontology Studies: A Framework for Expressing Feelings Digitally and its Application to Sentiment Analysis	73
An All-Inclusive Taxonomy and Critical Review of Blockchain-Assisted Authentication and Session Key Generation Protocols for IoT	72
Racial Bias within Face Recognition: A Survey	72
Connect API with Blockchain: A Survey on Blockchain Oracle Implementation	72
Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey	71
Cross-Chain Smart Contract Invocations: A Systematic Multi-Vocal Literature Review	71
Android Source Code Vulnerability Detection: A Systematic Literature Review	71
Recent Advances for Aerial Object Detection: A Survey	70
A survey of 3D Space Path-Planning Methods and Algorithms	70
Data Mining on Smartphones: An Introduction and Survey	70
Strategic Decisions: Survey, Taxonomy, and Future Directions from Artificial Intelligence Perspective	70
Deep Learning in Stance Detection: A Survey	70
A Survey of Hardware-Based AES SBoxes: Area, Performance, and Security	70
Integration of Sensing, Communication, and Computing for Metaverse: A Survey	70
Capturing Dynamics of Information Diffusion in SNS: A Survey of Methodology and Techniques	69
Survey of Approaches for Postprocessing of Static Analysis Alarms	69
Firmware Over-the-air Programming Techniques for IoT Networks - A Survey	69
A Survey on Emerging Trends and Applications of 5G and 6G to Healthcare Environments	69
A Survey of Hardware Improvements to Secure Program Execution	68
Separation of Duty in Information Security	67

The Evolution of Reinforcement Learning in Quantitative Finance: A Survey	66
A Survey of Side-Channel Attacks on Branch Prediction Units	66
FairSNA: Algorithmic Fairness in Social Network Analysis	66
A Brief Overview of Universal Sentence Representation Methods: A Linguistic View	66
Honeyword-based Authentication Techniques for Protecting Passwords: A Survey	66
Challenges and Opportunities for Practical and Effective Dynamic Information Flow Tracking	66
A Survey on Task Assignment in Crowdsourcing	65
A Survey on Generative Adversarial Networks: Variants, Applications, and Training	65
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images	65
BFT in Blockchains: From Protocols to Use Cases	64
Tackling Climate Change with Machine Learning	64
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities	63
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey	62
Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey	62
Self-supervised Learning for Electroencephalogram: A Systematic Survey	62
A Survey on Services Placement Algorithms in Integrated Cloud-Fog / Edge Computing	61
Transforming Large-Size to Lightweight Deep Neural Networks for IoT Applications	60
Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques	60
A Systematic Collection of Medical Image Datasets for Deep Learning	60
3D Face Reconstruction: The Road to Forensics	59
Maintenance Operations on Cloud, Edge, and IoT Environments: Taxonomy, Survey, and Research Challenges	59
A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks	59
Survey on Redundancy Based-Fault tolerance methods for Processors and Hardware accelerators - Trends in Quantum Computing, Heterogeneous Systems and Reliability	59
Proof Scores: A Survey	59
Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future Directions	58
Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges	58
Automated Program Repair: Emerging Trends Pose and Expose Problems for Benchmarks	58
Few-Shot Relation Extraction Based on Prompt Learning: A Taxonomy, Survey, Challenges and Future Directions	57
Cybersecurity in Electric and Flying Vehicles: Threats, Challenges, AI Solutions & Future Directions	57
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures	57
Energy-Efficient Database Systems: A Systematic Survey	57
Security and Privacy on Generative Data in AIGC: A Survey	56
Software-Based Dialogue Systems: Survey, Taxonomy, and Challenges	56
Public Datasets for Cloud Computing: A Comprehensive Survey	56
A Taxonomy of Live Migration Management in Cloud Computing	56
Backdoor Attacks and Defenses Targeting Multi-Domain AI Models: A Comprehensive Review	55
AutoML to Date and Beyond: Challenges and Opportunities	55
Backdoor Attacks against Voice Recognition Systems: A Survey	55
Computing Blindfolded on Data Homomorphically Encrypted under Multiple Keys: A Survey	54
Lightweight Deep Learning for Resource-Constrained Environments: A Survey	54
The Evolution of Distributed Systems for Graph Neural Networks and Their Origin in Graph Processing and Deep Learning: A Survey	54
Video Generative Adversarial Networks: A Review	54
SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols	53
Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards	53
Constructing Neural Network Based Models for Simulating Dynamical Systems	53
Explainable Deep Reinforcement Learning: State of the Art and Challenges	53
A Knowledge Graph-Based Survey on Distributed Ledger Technology for IoT Verticals	53
Camera Measurement of Physiological Vital Signs	52
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI	52
Blockchain-Based Federated Learning for Securing Internet of Things: A Comprehensive Survey	52
Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach	51
From Detection to Application: Recent Advances in Understanding Scientific Tables and Figures	50
War on JITs: Software-Based Attacks and Hybrid Defenses for JIT Compilers - A Comprehensive Survey	50
Cryptographic Primitives in Script-based and Scriptless Payment Channel Networks: A Survey	50
A Survey on Mapping Semi-Structured Data and Graph Data to Relational Data	50
The Internet of Bio-Nano Things with Insulin-Glucose, Security and Research Challenges: A Survey	49
Optimization Techniques for GPU Programming	49
A Systematic Review of Data Quality in CPS and IoT for Industry 4.0	49
A Survey of Deep Learning for Low-shot Object Detection	49
Igniting Language Intelligence: The Hitchhiker’s Guide from Chain-of-Thought Reasoning to Language Agents	49
A Survey of Binary Code Fingerprinting Approaches: Taxonomy, Methodologies, and Features	49
A Comprehensive Review on Autonomous Navigation	49
A Comprehensive Review and New Taxonomy on Superpixel Segmentation	48
Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review	48
Towards Smart Education through Internet of Things: A Survey	48
Malware Detection with Artificial Intelligence: A Systematic Literature Review	48
A Comprehensive Survey on Collaborative Data-access Enablers in the IIoT	48
A Systematic Review on Data Scarcity Problem in Deep Learning: Solution and Applications	48
A Survey and an Empirical Evaluation of Multi-View Clustering Approaches	47
A Joint Study of the Challenges, Opportunities, and Roadmap of MLOps and AIOps: A Systematic Survey	47
On Identity, Transaction, and Smart Contract Privacy on Permissioned and Permissionless Blockchain: A Comprehensive Survey	47
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges	47
Toward Trustworthy Artificial Intelligence (TAI) in the Context of Explainability and Robustness	47
3D Scene Geometry Estimation from 360° Imagery: A Survey	46
Vehicle Trajectory Data Processing, Analytics, and Applications: A Survey	46
A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks	46
DevOps Metrics and KPIs: A Multivocal Literature Review	46
Deep Multimodal Data Fusion	46
A Survey on Exploring Real and Virtual Social Network Rumors: State-of-the-Art and Research Challenges	45
Deep Reinforcement Learning Verification: A Survey	45
A Survey on IoT Programming Platforms: A Business-Domain Experts Perspective	45
A Systematic Literature Review of Novelty Detection in Data Streams: Challenges and Opportunities	45
Mouse Dynamics Behavioral Biometrics: A Survey	45
A Generic Taxonomy for Steganography Methods	43
A Unified Review of Deep Learning for Automated Medical Coding	43
Computational Politeness in Natural Language Processing: A Survey	43
Landscape of High-Performance Python to Develop Data Science and Machine Learning Applications	43
A Survey on Recent Approaches to Question Difficulty Estimation from Text	43
A Survey on Data-driven Software Vulnerability Assessment and Prioritization	43
GraphQL: A Systematic Mapping Study	43
A Model and Survey of Distributed Data-Intensive Systems	43
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search	42
Synthetic Data for Deep Learning in Computer Vision & Medical Imaging: A Means to Reduce Data Bias	42
A Survey on Perfectly Secure Verifiable Secret-sharing	42
A Survey of Real-Time Ethernet Modeling and Design Methodologies: From AVB to TSN	42