ACM Computing Surveys

Article	Citations
A Survey of Heuristics for Profile and Wavefront Reductions	2029
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	1989
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	1609
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	726
Machine Learning and Physics: A Survey of Integrated Models	687
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	686
A Comprehensive Analysis of Explainable AI for Malware Hunting	643
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey	618
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	478
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	439
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	436
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	415
A Survey on Embedding Dynamic Graphs	397
A Survey on Aspect-Based Sentiment Classification	376
Demystify the Fuzzing Methods: A Comprehensive Survey	348
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	330
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	330
Data Readiness for AI: A 360-Degree Survey	316
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	306
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	293
Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer?	292
Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future	281
Neural Architecture Search Survey: A Hardware Perspective	278
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	278
A Survey on Kolmogorov-Arnold Network	264

A Review of Olfactory Display Designs for Virtual Reality Environments	262
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	259
A Survey on Concept Drift in Process Mining	245
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	242
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	222
Transformers in Vision: A Survey	221
Diffusion Models: A Comprehensive Survey of Methods and Applications	220
A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games	217
How many FIDO protocols are needed? Analysing the technology, security and compliance	209
A Practical Tutorial on Graph Neural Networks	208
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	205
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	205
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges	202
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	193
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	188
Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring	184
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects	181
A Systematic Literature Review on Multimodal Text Summarization	180
Understanding World or Predicting Future? A Comprehensive Survey of World Models	175
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	175
Deep Causal Learning: Representation, Discovery and Inference	175
The Role of the Internet of Things (IoT) in Achieving the United Nations (UN) Sustainable Development Goals (SDGs) - A Systematic Review	173
A Survey of Security and Privacy Issues in V2X Communication Systems	172
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	168
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	168
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	167
A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective	165
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	163
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	162
A Survey on the State of the Art of Causally Consistent Cloud Systems	157
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	157
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	156
Domain Generalization in Computational Pathology: Survey and Guidelines	154
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	150
Security and Privacy in Unified Communication	148
Visual Tuning	146
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	146
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	144
Dataset Discovery and Exploration: A Survey	142
Private Graph Data Release: A Survey	138
Evolutionary Large-Scale Multi-Objective Optimization: A Survey	137
Knowledge-based Cyber Physical Security at Smart Home: A Review	136
A Systematic Literature Review on Explainability for ML/DL-based Software Engineering	135
Slicing of Probabilistic Programs: A Review of Existing Approaches	133
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	130
A Survey on Hypergraph Representation Learning	129
Screen Content Quality Assessment: Overview, Benchmark, and Beyond	129
On the Explainability of Natural Language Processing Deep Models	128
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	127
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	127

Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications	126
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices	125
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	125
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	122
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	121
Distributed Scrum: A Case Meta-analysis	121
Deep Learning Library Testing: Definition, Methods and Challenges	120
FPGA/GPU-based Acceleration for Frequent Itemsets Mining: A Comprehensive Review	118
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	116
Adversary Models for Mobile Device Authentication	116
Private and Secure Distributed Deep Learning: A Survey	115
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities	109
Embedding Compression in Recommender Systems: A Survey	109
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability	108
Advancing 5G Security and Privacy with AI: A Survey	108
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning	106
A Systematic Literature Review on Multi-Robot Task Allocation	105
Blockchain Agnostic Protocols: An Analysis of the State of the Art	104
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey	102
Class-Imbalanced Learning on Graphs: A Survey	102
Survey and Taxonomy of Adversarial Reconnaissance Techniques	101
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	101
Semantic Knowledge Graphs for the News: A Review	100
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	100
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	99
Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems	98
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review	97
The Role of Multi-Agents in Digital Twin Implementation: Short Survey	97
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit	95
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	95
Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review	94
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap	93
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey	92
Machine Learning at the Network Edge: A Survey	91
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities	89
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks	88
A Survey of Privacy Attacks in Machine Learning	87
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces	87
Heterogeneous Federated Learning: State-of-the-art and Research Challenges	86
Cybersecurity of Industrial Cyber-Physical Systems: A Review	86
A Review on Tools, Mechanics, Benefits, and Challenges of Gamified Software Testing	85
Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo	85
Lost in Translation? Found in Evaluation: A Comprehensive Survey on Sentence-Level Translation Evaluation	85
Mix-Zones as an Effective Privacy Enhancing Technique in Mobile and Vehicular Ad-hoc Networks	85
IMPACTS Homeostasis Trust Management System: Optimizing Trust in Human-AI Teams	85
An Experimental Investigation of Text-based CAPTCHA Attacks and Their Robustness	85
Human Image Generation: A Comprehensive Survey	84
Advancements in AI-Generated Content Forensics: A Systematic Literature Review	84
Computational Techniques in PET/CT Image Processing for Breast Cancer: A Systematic Mapping Review	84
Automatic Performance Assessment in Three-dimensional Interactive Haptic Medical Simulators: A Systematic Review	83
Natural Language–Based Conceptual Modelling Frameworks: State of the Art and Future Opportunities	83
A Primer on Pretrained Multilingual Language Models	83
Examining the Current Status and Emerging Trends in Continuous Authentication Technologies through Citation Network Analysis	81
A Survey of Tool Support for Working with Design Decisions in Code	81
Instrumental Variables in Causal Inference and Machine Learning: A Survey	81
Deep Person Generation: A Survey from the Perspective of Face, Pose, and Cloth Synthesis	80
Microarchitectural Attacks in Heterogeneous Systems: A Survey	80
Conversational Agents in Therapeutic Interventions for Neurodevelopmental Disorders: A Survey	79
A Survey on Deep Learning for Symbolic Music Generation: Representations, Algorithms, Evaluations, and Challenges	78
A Survey on Deep Learning for Human Activity Recognition	78
Big Code Search: A Bibliography	78
Heterogeneous Network Access and Fusion in Smart Factory: A Survey	77
Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs	77
A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids	76
Wireless Powered Mobile Edge Computing Networks: A Survey	76
Deep Learning in Stance Detection: A Survey	75
A Survey on Deep Learning for Human Mobility	75
A survey of 3D Space Path-Planning Methods and Algorithms	75
Emotion Ontology Studies: A Framework for Expressing Feelings Digitally and its Application to Sentiment Analysis	75
A Survey of Hardware-Based AES SBoxes: Area, Performance, and Security	75
Data Mining on Smartphones: An Introduction and Survey	74
Metaverse Platforms for Immersive Healthcare: A Survey on Telemedicine Solutions	73
Honeyword-based Authentication Techniques for Protecting Passwords: A Survey	73
A Survey on Task Assignment in Crowdsourcing	73
Racial Bias within Face Recognition: A Survey	72
A Survey on Generative Adversarial Networks: Variants, Applications, and Training	72
A Survey on Emerging Trends and Applications of 5G and 6G to Healthcare Environments	72
Strategic Decisions: Survey, Taxonomy, and Future Directions from Artificial Intelligence Perspective	71
Integration of Sensing, Communication, and Computing for Metaverse: A Survey	71
Firmware Over-the-air Programming Techniques for IoT Networks - A Survey	71

Separation of Duty in Information Security	70
A Survey on Deep Learning for Design and Generation of Virtual Architecture	70
A Survey of Hardware Improvements to Secure Program Execution	69
A Brief Overview of Universal Sentence Representation Methods: A Linguistic View	69
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey	69
A Survey of Side-Channel Attacks on Branch Prediction Units	69
Challenges and Opportunities for Practical and Effective Dynamic Information Flow Tracking	69
Android Source Code Vulnerability Detection: A Systematic Literature Review	69
FairSNA: Algorithmic Fairness in Social Network Analysis	68
Self-supervised Learning for Electroencephalogram: A Systematic Survey	68
Capturing Dynamics of Information Diffusion in SNS: A Survey of Methodology and Techniques	67
Survey of Approaches for Postprocessing of Static Analysis Alarms	67
Cross-Chain Smart Contract Invocations: A Systematic Multi-Vocal Literature Review	67
BFT in Blockchains: From Protocols to Use Cases	66
Recent Advances for Aerial Object Detection: A Survey	66
Artificial Intelligence for Web 3.0: A Comprehensive Survey	65
Fairness in Ranking, Part I: Score-Based Ranking	65
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images	65
Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey	64
Neural Network–Based Financial Volatility Forecasting: A Systematic Review	64
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey	63
An All-Inclusive Taxonomy and Critical Review of Blockchain-Assisted Authentication and Session Key Generation Protocols for IoT	63
Connect API with Blockchain: A Survey on Blockchain Oracle Implementation	63
Tackling Climate Change with Machine Learning	63
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities	63
Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey	63
Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques	62
A Survey on Services Placement Algorithms in Integrated Cloud-Fog / Edge Computing	62
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures	61
Software-Based Dialogue Systems: Survey, Taxonomy, and Challenges	61
Resource Management for Mission-critical Applications in Edge Computing: Systematic Review on Recent Research and Open Issues	61
Computing Blindfolded on Data Homomorphically Encrypted under Multiple Keys: A Survey	60
Transforming Large-Size to Lightweight Deep Neural Networks for IoT Applications	60
Video Generative Adversarial Networks: A Review	60
Few-Shot Relation Extraction Based on Prompt Learning: A Taxonomy, Survey, Challenges and Future Directions	59
The Evolution of Distributed Systems for Graph Neural Networks and Their Origin in Graph Processing and Deep Learning: A Survey	59
Cybersecurity in Electric and Flying Vehicles: Threats, Challenges, AI Solutions & Future Directions	59
A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks	59
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art	59
3D Face Reconstruction: The Road to Forensics	58
Proof Scores: A Survey	57
Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future Directions	57
Automated Program Repair: Emerging Trends Pose and Expose Problems for Benchmarks	56
Public Datasets for Cloud Computing: A Comprehensive Survey	56
Energy-Efficient Database Systems: A Systematic Survey	56
Backdoor Attacks against Voice Recognition Systems: A Survey	55
A Systematic Collection of Medical Image Datasets for Deep Learning	55
Backdoor Attacks and Defenses Targeting Multi-Domain AI Models: A Comprehensive Review	55
Survey on Redundancy Based-Fault tolerance methods for Processors and Hardware accelerators - Trends in Quantum Computing, Heterogeneous Systems and Reliability	55
A Taxonomy of Live Migration Management in Cloud Computing	54
Constructing Neural Network Based Models for Simulating Dynamical Systems	54
Lightweight Deep Learning for Resource-Constrained Environments: A Survey	54
Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards	54
Maintenance Operations on Cloud, Edge, and IoT Environments: Taxonomy, Survey, and Research Challenges	54
Security and Privacy on Generative Data in AIGC: A Survey	53
Explainable Deep Reinforcement Learning: State of the Art and Challenges	53
Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges	53
A Knowledge Graph-Based Survey on Distributed Ledger Technology for IoT Verticals	53
Blockchain-Based Federated Learning for Securing Internet of Things: A Comprehensive Survey	52
Camera Measurement of Physiological Vital Signs	52
SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols	52
From Detection to Application: Recent Advances in Understanding Scientific Tables and Figures	51
AutoML to Date and Beyond: Challenges and Opportunities	51
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI	51
A Survey on Mapping Semi-Structured Data and Graph Data to Relational Data	51
A Joint Study of the Challenges, Opportunities, and Roadmap of MLOps and AIOps: A Systematic Survey	50
The Internet of Bio-Nano Things with Insulin-Glucose, Security and Research Challenges: A Survey	50
War on JITs: Software-Based Attacks and Hybrid Defenses for JIT Compilers - A Comprehensive Survey	50
Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach	50
Cryptographic Primitives in Script-based and Scriptless Payment Channel Networks: A Survey	50
A Survey of Deep Learning for Low-shot Object Detection	50
DevOps Metrics and KPIs: A Multivocal Literature Review	49
Optimization Techniques for GPU Programming	49
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges	49
Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review	49
A Survey and an Empirical Evaluation of Multi-View Clustering Approaches	49
A Survey of Binary Code Fingerprinting Approaches: Taxonomy, Methodologies, and Features	49
Igniting Language Intelligence: The Hitchhiker’s Guide from Chain-of-Thought Reasoning to Language Agents	48
Malware Detection with Artificial Intelligence: A Systematic Literature Review	48
A Systematic Review of Data Quality in CPS and IoT for Industry 4.0	48
On Identity, Transaction, and Smart Contract Privacy on Permissioned and Permissionless Blockchain: A Comprehensive Survey	48
A Systematic Review on Data Scarcity Problem in Deep Learning: Solution and Applications	47
3D Scene Geometry Estimation from 360° Imagery: A Survey	47
Towards Smart Education through Internet of Things: A Survey	47
A Comprehensive Review on Autonomous Navigation	47
A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks	47
A Comprehensive Review and New Taxonomy on Superpixel Segmentation	46
A Generic Taxonomy for Steganography Methods	46
A Comprehensive Survey on Collaborative Data-access Enablers in the IIoT	46
Deep Multimodal Data Fusion	46
A Systematic Literature Review of Novelty Detection in Data Streams: Challenges and Opportunities	46
Toward Trustworthy Artificial Intelligence (TAI) in the Context of Explainability and Robustness	46
A Survey on Exploring Real and Virtual Social Network Rumors: State-of-the-Art and Research Challenges	46
Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey	45
Guided Depth Map Super-Resolution: A Survey	45