ACM Computing Surveys

Article	Citations
A Survey of Heuristics for Profile and Wavefront Reductions	2443
Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer?	2356
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	2130
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	938
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	850
Remote Respiration Measurement with RGB Cameras: A Review and Benchmark	837
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	827
Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future	568
A Comprehensive Survey of Transformers in Text Recognition: Techniques, Challenges, and Future Directions	562
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey	539
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	479
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	474
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	433
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	421
A Review of Olfactory Display Designs for Virtual Reality Environments	414
A Comprehensive Analysis of Explainable AI for Malware Hunting	403
A Taxonomy and Comparative Analysis of IPv4 Identifier Selection Correctness, Security, and Performance	366
Demystify the Fuzzing Methods: A Comprehensive Survey	365
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	353
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	347
Data Readiness for AI: A 360-Degree Survey	335
Machine Learning and Physics: A Survey of Integrated Models	327
A Comprehensive Survey and Taxonomy of Cybersecurity Challenges and Proactive Measures for IoD	319
Neural Architecture Search Survey: A Hardware Perspective	313
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	303

A Survey on Aspect-Based Sentiment Classification	281
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	281
A Survey on Kolmogorov-Arnold Network	278
DNN Partitioning for Cooperative Inference in Edge Intelligence: Modeling, Solutions, Toolchains	255
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	248
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	248
Transformers in Vision: A Survey	247
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	243
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	235
Diffusion Models: A Comprehensive Survey of Methods and Applications	230
Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring	229
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	228
Visual Tuning	223
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	223
How many FIDO protocols are needed? Analysing the technology, security and compliance	219
Domain Generalization in Computational Pathology: Survey and Guidelines	216
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	200
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects	198
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	194
A Practical Tutorial on Graph Neural Networks	191
Security and Privacy in Unified Communication	189
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	185
A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games	185
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	179
On the Explainability of Natural Language Processing Deep Models	179
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	178
A Survey on the State of the Art of Causally Consistent Cloud Systems	175
Slicing of Probabilistic Programs: A Review of Existing Approaches	174
The Role of the Internet of Things (IoT) in Achieving the United Nations (UN) Sustainable Development Goals (SDGs) - A Systematic Review	173
A Systematic Literature Review on Multimodal Text Summarization	171
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	169
A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective	167
A Systematic Literature Review on Explainability for ML/DL-based Software Engineering	166
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges	163
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	162
Concept-based Explainable Artificial Intelligence: A Survey	162
Knowledge-based Cyber Physical Security at Smart Home: A Review	161
Deep Causal Learning: Representation, Discovery and Inference	152
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	152
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	151
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	151
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	151
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	148
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	148
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	144
Private Graph Data Release: A Survey	143
A Survey on Hypergraph Representation Learning	143
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	142
Understanding World or Predicting Future? A Comprehensive Survey of World Models	139
A Survey of Security and Privacy Issues in V2X Communication Systems	139

Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications	138
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	137
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	133
Dataset Discovery and Exploration: A Survey	131
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability	130
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities	126
Blockchain Agnostic Protocols: An Analysis of the State of the Art	123
A Survey on Deep Learning for Monte Carlo Path Tracing	123
Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review	122
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	121
Deep Learning Library Testing: Definition, Methods and Challenges	120
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	119
Advancing 5G Security and Privacy with AI: A Survey	117
Private and Secure Distributed Deep Learning: A Survey	115
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	114
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	114
Task Offloading for CAVs Edge Computing Environment: Taxonomy, Critical Review, and Future Road Map	114
Class-Imbalanced Learning on Graphs: A Survey	113
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review	112
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey	111
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	108
Semantic Knowledge Graphs for the News: A Review	106
Embedding Compression in Recommender Systems: A Survey	106
A Systematic Literature Review on Multi-Robot Task Allocation	106
Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems	106
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices	105
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning	105
The Role of Multi-Agents in Digital Twin Implementation: Short Survey	104
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	103
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks	102
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey	102
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit	102
A Survey of Privacy Attacks in Machine Learning	102
Distributed Scrum: A Case Meta-analysis	102
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces	100
Survey and Taxonomy of Adversarial Reconnaissance Techniques	99
Cybersecurity of Industrial Cyber-Physical Systems: A Review	98
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	97
Heterogeneous Federated Learning: State-of-the-art and Research Challenges	96
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities	96
Lost in Translation? Found in Evaluation: A Comprehensive Survey on Sentence-Level Translation Evaluation	95
Advancements in AI-Generated Content Forensics: A Systematic Literature Review	95
Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo	95
A Survey of Tool Support for Working with Design Decisions in Code	94
A Primer on Pretrained Multilingual Language Models	93
Lightweight Consensus in Blockchain: A Systematic Literature Review	93
Automatic Performance Assessment in Three-dimensional Interactive Haptic Medical Simulators: A Systematic Review	93
Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs	92
Mix-Zones as an Effective Privacy Enhancing Technique in Mobile and Vehicular Ad-hoc Networks	92
Natural Language–Based Conceptual Modelling Frameworks: State of the Art and Future Opportunities	91
Big Code Search: A Bibliography	91
Heterogeneous Network Access and Fusion in Smart Factory: A Survey	91
IMPACTS Homeostasis Trust Management System: Optimizing Trust in Human-AI Teams	90
Unsupervised Deep Learning for Anomaly Detection in Automotive Trucks: A Survey	90
A Review on Tools, Mechanics, Benefits, and Challenges of Gamified Software Testing	90
Instrumental Variables in Causal Inference and Machine Learning: A Survey	90
Examining the Current Status and Emerging Trends in Continuous Authentication Technologies through Citation Network Analysis	90
Lookup Table-based Computing: A Survey from Software Implementations to Hardware Architectures	90
An Experimental Investigation of Text-based CAPTCHA Attacks and Their Robustness	89
A Review of Open-RAN Intelligence: Opportunities, Challenges, Real-Life Applications and Impacts	89
Computational Techniques in PET/CT Image Processing for Breast Cancer: A Systematic Mapping Review	88
Human Image Generation: A Comprehensive Survey	88
Deep Person Generation: A Survey from the Perspective of Face, Pose, and Cloth Synthesis	88
A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids	87
Conversational Agents in Therapeutic Interventions for Neurodevelopmental Disorders: A Survey	84
Microarchitectural Attacks in Heterogeneous Systems: A Survey	83
A Survey on Deep Learning for Symbolic Music Generation: Representations, Algorithms, Evaluations, and Challenges	83
Metaverse Platforms for Immersive Healthcare: A Survey on Telemedicine Solutions	82
Wireless Powered Mobile Edge Computing Networks: A Survey	82
Data Mining on Smartphones: An Introduction and Survey	82
Deep Learning in Stance Detection: A Survey	82
Honeyword-based Authentication Techniques for Protecting Passwords: A Survey	82
A Survey on Task Assignment in Crowdsourcing	81
A Brief Overview of Universal Sentence Representation Methods: A Linguistic View	81
Neural Network–Based Financial Volatility Forecasting: A Systematic Review	80
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey	80
A Survey of Hardware-Based AES SBoxes: Area, Performance, and Security	79
Adversarial Machine Learning in IoT Security: A Comprehensive Survey	79
Representation Learning in Complex Logical Query Answering on Knowledge Graphs: A Survey	79
Separation of Duty in Information Security	79

Fairness in Ranking, Part I: Score-Based Ranking	79
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey	78
State-of-the-Art Review and Comparative Experimentation of Emergency Call Prediction Models	78
A Survey of Hardware Improvements to Secure Program Execution	78
A Survey on Deep Learning for Design and Generation of Virtual Architecture	77
Strategic Decisions: Survey, Taxonomy, and Future Directions from Artificial Intelligence Perspective	77
BFT in Blockchains: From Protocols to Use Cases	77
A survey of 3D Space Path-Planning Methods and Algorithms	76
Artificial Intelligence for Web 3.0: A Comprehensive Survey	76
Integration of Sensing, Communication, and Computing for Metaverse: A Survey	76
Connect API with Blockchain: A Survey on Blockchain Oracle Implementation	75
Emotion Ontology Studies: A Framework for Expressing Feelings Digitally and its Application to Sentiment Analysis	74
Cross-Chain Smart Contract Invocations: A Systematic Multi-Vocal Literature Review	74
FairSNA: Algorithmic Fairness in Social Network Analysis	73
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images	73
Racial Bias within Face Recognition: A Survey	72
A Survey on Emerging Trends and Applications of 5G and 6G to Healthcare Environments	72
Survey of Approaches for Postprocessing of Static Analysis Alarms	71
Android Source Code Vulnerability Detection: A Systematic Literature Review	71
Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey	71
An All-Inclusive Taxonomy and Critical Review of Blockchain-Assisted Authentication and Session Key Generation Protocols for IoT	71
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey	70
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities	70
Tackling Climate Change with Machine Learning	70
Self-supervised Learning for Electroencephalogram: A Systematic Survey	68
A Survey of Side-Channel Attacks on Branch Prediction Units	68
Recent Advances for Aerial Object Detection: A Survey	67
Transforming Large-Size to Lightweight Deep Neural Networks for IoT Applications	67
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art	67
Energy-Efficient Database Systems: A Systematic Survey	66
Proof Scores: A Survey	66
A Knowledge Graph-Based Survey on Distributed Ledger Technology for IoT Verticals	65
Automated Program Repair: Emerging Trends Pose and Expose Problems for Benchmarks	65
Few-Shot Relation Extraction Based on Prompt Learning: A Taxonomy, Survey, Challenges and Future Directions	65
Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey	64
3D Face Reconstruction: The Road to Forensics	64
Constructing Neural Network Based Models for Simulating Dynamical Systems	64
A Survey on Privacy-Preserving Computing in the Automotive Domain	64
Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques	63
A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks	63
Maintenance Operations on Cloud, Edge, and IoT Environments: Taxonomy, Survey, and Research Challenges	63
Survey on Redundancy Based-Fault tolerance methods for Processors and Hardware accelerators - Trends in Quantum Computing, Heterogeneous Systems and Reliability	63
Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards	62
Software-Based Dialogue Systems: Survey, Taxonomy, and Challenges	62
Security and Privacy on Generative Data in AIGC: A Survey	62
Camera Measurement of Physiological Vital Signs	62
Backdoor Attacks against Voice Recognition Systems: A Survey	62
The Evolution of Distributed Systems for Graph Neural Networks and Their Origin in Graph Processing and Deep Learning: A Survey	61
A Systematic Collection of Medical Image Datasets for Deep Learning	61
Public Datasets for Cloud Computing: A Comprehensive Survey	60
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures	60
Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges	60
Resource Management for Mission-Critical Applications in Edge Computing: Systematic Review on Recent Research and Open Issues	60
A Survey on Services Placement Algorithms in Integrated Cloud-Fog / Edge Computing	59
Backdoor Attacks and Defenses Targeting Multi-Domain AI Models: A Comprehensive Review	59
A Taxonomy of Live Migration Management in Cloud Computing	58
Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future Directions	58
SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols	58
Blockchain-Based Federated Learning for Securing Internet of Things: A Comprehensive Survey	58
Video Generative Adversarial Networks: A Review	58
Explainable Deep Reinforcement Learning: State of the Art and Challenges	58
Cybersecurity in Electric and Flying Vehicles: Threats, Challenges, AI Solutions & Future Directions	58
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI	57
Lightweight Deep Learning for Resource-Constrained Environments: A Survey	57
War on JITs: Software-Based Attacks and Hybrid Defenses for JIT Compilers - A Comprehensive Survey	56
Cryptographic Primitives in Script-based and Scriptless Payment Channel Networks: A Survey	56
Toward Efficient Underwater Visual Perception through Image Enhancement, Compression, and Understanding	55
A Survey on Spatio-Temporal Prediction: From Transformers to Foundation Models	55
Common Threads in Incremental Data Flow Analysis: A Comprehensive Survey	55
From Detection to Application: Recent Advances in Understanding Scientific Tables and Figures	55
A Survey of Deep Learning for Low-shot Object Detection	55
A Survey of Binary Code Fingerprinting Approaches: Taxonomy, Methodologies, and Features	54
A Comprehensive Review on Autonomous Navigation	54
A Survey of FPGA-based 3D CNN Accelerators and Hardware-aware Algorithmic Optimizations	54
A Survey on Mapping Semi-Structured Data and Graph Data to Relational Data	54
Optimization Techniques for GPU Programming	54
Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review	54
3D Scene Geometry Estimation from 360° Imagery: A Survey	54
A Comprehensive Survey on Collaborative Data-access Enablers in the IIoT	54
Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach	53
A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks	53
Igniting Language Intelligence: The Hitchhiker’s Guide from Chain-of-Thought Reasoning to Language Agents	53
Malware Detection with Artificial Intelligence: A Systematic Literature Review	53
Toward Trustworthy Artificial Intelligence (TAI) in the Context of Explainability and Robustness	53
A Comprehensive Review and New Taxonomy on Superpixel Segmentation	52
On Identity, Transaction, and Smart Contract Privacy on Permissioned and Permissionless Blockchain: A Comprehensive Survey	52
Towards Smart Education through Internet of Things: A Survey	51
DevOps Metrics and KPIs: A Multivocal Literature Review	51
A Joint Study of the Challenges, Opportunities, and Roadmap of MLOps and AIOps: A Systematic Survey	51
A Systematic Review of Data Quality in CPS and IoT for Industry 4.0	51
The Internet of Bio-Nano Things with Insulin-Glucose, Security and Research Challenges: A Survey	50
Deep Multimodal Data Fusion	50
Computational Politeness in Natural Language Processing: A Survey	50
A Systematic Review on Data Scarcity Problem in Deep Learning: Solution and Applications	50
SE Perspective on LLMs: Biases in Code Generation, Code Interpretability, and Code Security Risks	50