ACM Computing Surveys

Article	Citations
A Survey of Heuristics for Profile and Wavefront Reductions	2351
Escorting the Confidentiality and Integrity of UAVs: What Exactly Can Trusted Execution Environment Offer?	2265
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	1991
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey	883
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	812
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	790
A Review of Olfactory Display Designs for Virtual Reality Environments	783
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	545
Remote Respiration Measurement with RGB Cameras: A Review and Benchmark	534
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	519
A Comprehensive Survey of Transformers in Text Recognition: Techniques, Challenges, and Future Directions	460
Data Readiness for AI: A 360-Degree Survey	449
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	410
A Taxonomy and Comparative Analysis of IPv4 Identifier Selection Correctness, Security, and Performance	399
A Comprehensive Analysis of Explainable AI for Malware Hunting	390
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	375
Underwater Optical Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future	347
Machine Learning and Physics: A Survey of Integrated Models	344
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	338
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	335
A Survey on Aspect-Based Sentiment Classification	318
Demystify the Fuzzing Methods: A Comprehensive Survey	299
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	298
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	296
Neural Architecture Search Survey: A Hardware Perspective	287

A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	274
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	269
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	266
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	244
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	240
A Survey on Kolmogorov-Arnold Network	235
Transformers in Vision: A Survey	234
Diffusion Models: A Comprehensive Survey of Methods and Applications	231
Future UAV/Drone Systems for Intelligent Active Surveillance and Monitoring	220
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	220
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	219
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	213
A Survey on the State of the Art of Causally Consistent Cloud Systems	208
Security and Privacy in Unified Communication	206
Slicing of Probabilistic Programs: A Review of Existing Approaches	205
The Role of the Internet of Things (IoT) in Achieving the United Nations (UN) Sustainable Development Goals (SDGs) - A Systematic Review	191
A Systematic Literature Review on Multimodal Text Summarization	188
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	188
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	184
A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective	180
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	177
Concept-based Explainable Artificial Intelligence: A Survey	174
A Practical Tutorial on Graph Neural Networks	171
Visual Tuning	170
Knowledge-based Cyber Physical Security at Smart Home: A Review	168
Private Graph Data Release: A Survey	167
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	163
Deep Causal Learning: Representation, Discovery and Inference	161
How many FIDO protocols are needed? Analysing the technology, security and compliance	159
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	158
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	157
A Systematic Literature Review on Explainability for ML/DL-based Software Engineering	156
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	155
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges	155
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	154
Domain Generalization in Computational Pathology: Survey and Guidelines	153
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	152
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	151
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	150
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects	148
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	148
A Survey on Hypergraph Representation Learning	141
On the Explainability of Natural Language Processing Deep Models	141
Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications	140
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	139
Dataset Discovery and Exploration: A Survey	138
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	138
A Survey of Security and Privacy Issues in V2X Communication Systems	137
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	133
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	133

A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games	132
Understanding World or Predicting Future? A Comprehensive Survey of World Models	128
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability	122
Advancing 5G Security and Privacy with AI: A Survey	120
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities	120
Deep Learning Library Testing: Definition, Methods and Challenges	119
Private and Secure Distributed Deep Learning: A Survey	117
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks	116
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices	115
Distributed Scrum: A Case Meta-analysis	115
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	113
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	113
A Survey on Deep Learning for Monte Carlo Path Tracing	109
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey	108
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	107
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review	107
Survey and Taxonomy of Adversarial Reconnaissance Techniques	107
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	106
The Role of Multi-Agents in Digital Twin Implementation: Short Survey	105
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	104
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	104
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces	104
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities	104
A Survey of Privacy Attacks in Machine Learning	102
Semantic Knowledge Graphs for the News: A Review	101
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey	99
Class-Imbalanced Learning on Graphs: A Survey	98
Heterogeneous Federated Learning: State-of-the-art and Research Challenges	98
A Systematic Literature Review on Multi-Robot Task Allocation	98
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning	97
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit	96
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	96
Blockchain Agnostic Protocols: An Analysis of the State of the Art	95
Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems	94
Embedding Compression in Recommender Systems: A Survey	94
Cybersecurity of Industrial Cyber-Physical Systems: A Review	93
Lost in Translation? Found in Evaluation: A Comprehensive Survey on Sentence-Level Translation Evaluation	93
Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review	93
A Survey of Tool Support for Working with Design Decisions in Code	92
Advancements in AI-Generated Content Forensics: A Systematic Literature Review	92
Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo	92
Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs	91
Human Image Generation: A Comprehensive Survey	91
Conversational Agents in Therapeutic Interventions for Neurodevelopmental Disorders: A Survey	90
An Experimental Investigation of Text-based CAPTCHA Attacks and Their Robustness	90
A Survey on Deep Learning for Symbolic Music Generation: Representations, Algorithms, Evaluations, and Challenges	89
A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids	89
Computational Techniques in PET/CT Image Processing for Breast Cancer: A Systematic Mapping Review	88
Microarchitectural Attacks in Heterogeneous Systems: A Survey	87
Automatic Performance Assessment in Three-dimensional Interactive Haptic Medical Simulators: A Systematic Review	87
Lightweight Consensus in Blockchain: A Systematic Literature Review	87
Natural Language–Based Conceptual Modelling Frameworks: State of the Art and Future Opportunities	87
Instrumental Variables in Causal Inference and Machine Learning: A Survey	85
A Primer on Pretrained Multilingual Language Models	85
Examining the Current Status and Emerging Trends in Continuous Authentication Technologies through Citation Network Analysis	85
Deep Person Generation: A Survey from the Perspective of Face, Pose, and Cloth Synthesis	84
Big Code Search: A Bibliography	84
IMPACTS Homeostasis Trust Management System: Optimizing Trust in Human-AI Teams	84
A Review of Open-RAN Intelligence: Opportunities, Challenges, Real-Life Applications and Impacts	83
A Review on Tools, Mechanics, Benefits, and Challenges of Gamified Software Testing	83
Heterogeneous Network Access and Fusion in Smart Factory: A Survey	82
Wireless Powered Mobile Edge Computing Networks: A Survey	82
Mix-Zones as an Effective Privacy Enhancing Technique in Mobile and Vehicular Ad-hoc Networks	80
Unsupervised Deep Learning for Anomaly Detection in Automotive Trucks: A Survey	80
A Survey of Side-Channel Attacks on Branch Prediction Units	79
A survey of 3D Space Path-Planning Methods and Algorithms	79
Data Mining on Smartphones: An Introduction and Survey	79
Metaverse Platforms for Immersive Healthcare: A Survey on Telemedicine Solutions	78
A Brief Overview of Universal Sentence Representation Methods: A Linguistic View	78
Deep Learning in Stance Detection: A Survey	78
A Survey on Task Assignment in Crowdsourcing	77
A Survey on Emerging Trends and Applications of 5G and 6G to Healthcare Environments	77
Cross-Chain Smart Contract Invocations: A Systematic Multi-Vocal Literature Review	76
Representation Learning in Complex Logical Query Answering on Knowledge Graphs: A Survey	76
Survey of Approaches for Postprocessing of Static Analysis Alarms	76
Honeyword-based Authentication Techniques for Protecting Passwords: A Survey	76
A Survey of Hardware-Based AES SBoxes: Area, Performance, and Security	76
Self-supervised Learning for Electroencephalogram: A Systematic Survey	76
Android Source Code Vulnerability Detection: A Systematic Literature Review	76
Integration of Sensing, Communication, and Computing for Metaverse: A Survey	75

FairSNA: Algorithmic Fairness in Social Network Analysis	75
Separation of Duty in Information Security	75
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey	74
Racial Bias within Face Recognition: A Survey	74
A Survey on Deep Learning for Design and Generation of Virtual Architecture	74
Recent Advances for Aerial Object Detection: A Survey	74
An All-Inclusive Taxonomy and Critical Review of Blockchain-Assisted Authentication and Session Key Generation Protocols for IoT	73
Neural Network–Based Financial Volatility Forecasting: A Systematic Review	72
Artificial Intelligence for Web 3.0: A Comprehensive Survey	72
BFT in Blockchains: From Protocols to Use Cases	70
Connect API with Blockchain: A Survey on Blockchain Oracle Implementation	70
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images	70
Emotion Ontology Studies: A Framework for Expressing Feelings Digitally and its Application to Sentiment Analysis	69
Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey	69
A Survey of Hardware Improvements to Secure Program Execution	68
Tackling Climate Change with Machine Learning	68
Fairness in Ranking, Part I: Score-Based Ranking	67
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey	66
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities	66
Proof Scores: A Survey	66
Strategic Decisions: Survey, Taxonomy, and Future Directions from Artificial Intelligence Perspective	66
Automated Program Repair: Emerging Trends Pose and Expose Problems for Benchmarks	65
Energy-Efficient Database Systems: A Systematic Survey	65
Survey on Redundancy Based-Fault tolerance methods for Processors and Hardware accelerators - Trends in Quantum Computing, Heterogeneous Systems and Reliability	65
A Taxonomy of Live Migration Management in Cloud Computing	65
A Knowledge Graph-Based Survey on Distributed Ledger Technology for IoT Verticals	65
The Evolution of Distributed Systems for Graph Neural Networks and Their Origin in Graph Processing and Deep Learning: A Survey	64
Backdoor Attacks and Defenses Targeting Multi-Domain AI Models: A Comprehensive Review	63
Maintenance Operations on Cloud, Edge, and IoT Environments: Taxonomy, Survey, and Research Challenges	62
Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey	62
Constructing Neural Network Based Models for Simulating Dynamical Systems	62
Camera Measurement of Physiological Vital Signs	62
Few-Shot Relation Extraction Based on Prompt Learning: A Taxonomy, Survey, Challenges and Future Directions	61
Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future Directions	61
Software-Based Dialogue Systems: Survey, Taxonomy, and Challenges	61
A Survey on Services Placement Algorithms in Integrated Cloud-Fog / Edge Computing	60
Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques	60
A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks	60
Video Generative Adversarial Networks: A Review	59
SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols	59
Resource Management for Mission-Critical Applications in Edge Computing: Systematic Review on Recent Research and Open Issues	59
Cybersecurity in Electric and Flying Vehicles: Threats, Challenges, AI Solutions & Future Directions	59
Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards	59
A Survey on Privacy-Preserving Computing in the Automotive Domain	59
A Systematic Collection of Medical Image Datasets for Deep Learning	58
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures	57
Public Datasets for Cloud Computing: A Comprehensive Survey	57
Backdoor Attacks against Voice Recognition Systems: A Survey	56
Explainable Deep Reinforcement Learning: State of the Art and Challenges	56
Security and Privacy on Generative Data in AIGC: A Survey	56
Lightweight Deep Learning for Resource-Constrained Environments: A Survey	56
3D Face Reconstruction: The Road to Forensics	56
Blockchain-Based Federated Learning for Securing Internet of Things: A Comprehensive Survey	56
Transforming Large-Size to Lightweight Deep Neural Networks for IoT Applications	55
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI	55
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art	55
Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges	55
A Survey of Deep Learning for Low-shot Object Detection	54
From Detection to Application: Recent Advances in Understanding Scientific Tables and Figures	54
War on JITs: Software-Based Attacks and Hybrid Defenses for JIT Compilers - A Comprehensive Survey	54
Cryptographic Primitives in Script-based and Scriptless Payment Channel Networks: A Survey	54
A Survey on Mapping Semi-Structured Data and Graph Data to Relational Data	53
Common Threads in Incremental Data Flow Analysis: A Comprehensive Survey	53
A Comprehensive Survey on Collaborative Data-access Enablers in the IIoT	53
A Systematic Review of Data Quality in CPS and IoT for Industry 4.0	52
Igniting Language Intelligence: The Hitchhiker’s Guide from Chain-of-Thought Reasoning to Language Agents	52
Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review	52
Towards Smart Education through Internet of Things: A Survey	52
A Systematic Review on Data Scarcity Problem in Deep Learning: Solution and Applications	52
A Survey of Binary Code Fingerprinting Approaches: Taxonomy, Methodologies, and Features	52
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges	52
The Internet of Bio-Nano Things with Insulin-Glucose, Security and Research Challenges: A Survey	52
Optimization Techniques for GPU Programming	52
A Survey of FPGA-based 3D CNN Accelerators and Hardware-aware Algorithmic Optimizations	52
DevOps Metrics and KPIs: A Multivocal Literature Review	51
Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach	51
A Survey on Spatio-Temporal Prediction: From Transformers to Foundation Models	51
A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks	51
A Joint Study of the Challenges, Opportunities, and Roadmap of MLOps and AIOps: A Systematic Survey	50
Malware Detection with Artificial Intelligence: A Systematic Literature Review	49
3D Scene Geometry Estimation from 360° Imagery: A Survey	49
Toward Trustworthy Artificial Intelligence (TAI) in the Context of Explainability and Robustness	49
A Survey and an Empirical Evaluation of Multi-View Clustering Approaches	48
A Comprehensive Review on Autonomous Navigation	48
A Comprehensive Review and New Taxonomy on Superpixel Segmentation	48
A Model and Survey of Distributed Data-Intensive Systems	47
Memory Analysis for Malware Detection: A Comprehensive Survey Using the OSCAR Methodology	47
On Identity, Transaction, and Smart Contract Privacy on Permissioned and Permissionless Blockchain: A Comprehensive Survey	47
Computational Politeness in Natural Language Processing: A Survey	47
SE Perspective on LLMs: Biases in Code Generation, Code Interpretability, and Code Security Risks	47
Deep Multimodal Data Fusion	47
A Generic Taxonomy for Steganography Methods	47
A Unified Review of Deep Learning for Automated Medical Coding	46
A Survey on IoT Programming Platforms: A Business-Domain Experts Perspective	46
A Survey on Perfectly Secure Verifiable Secret-sharing	46