ACM Computing Surveys

Article	Citations
Timed Automata as a Formalism for Expressing Security: A Survey on Theory and Practice	2243
A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness	1732
Open-Ethical AI: Advancements in Open-Source Human-Centric Neural Language Models	1704
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning	1259
A Survey of Heuristics for Profile and Wavefront Reductions	806
A Comprehensive Review on IoT Marketplace Matchmaking: Approaches, Opportunities and Challenges	591
Secure Robotics: Navigating Challenges at the Nexus of Safety, Trust, and Cybersecurity in Cyber-Physical Systems	581
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions	564
A Survey on Security of UAV Swarm Networks: Attacks and Countermeasures	559
Brave New GES World: A Systematic Literature Review of Gestures and Referents in Gesture Elicitation Studies	511
Data Readiness for AI: A 360-Degree Survey	490
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems	411
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks	385
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries	376
A Survey on Concept Drift in Process Mining	371
A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning	367
A Survey on Aspect-Based Sentiment Classification	339
A Review of Olfactory Display Designs for Virtual Reality Environments	313
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences	288
Exploring Neuromorphic Computing Based on Spiking Neural Networks: Algorithms to Hardware	279
A Survey on Embedding Dynamic Graphs	273
A Comprehensive Analysis of Explainable AI for Malware Hunting	266
Demystify the Fuzzing Methods: A Comprehensive Survey	264
Neural Architecture Search Survey: A Hardware Perspective	264
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech	256

Machine Learning and Physics: A Survey of Integrated Models	251
Diffusion Models: A Comprehensive Survey of Methods and Applications	249
Transformers in Vision: A Survey	248
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges	238
Transfer Learning in Sensor-Based Human Activity Recognition: A Survey	234
Systematic Literature Review on Parallel Trajectory-based Metaheuristics	233
Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey	232
Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions	217
Private Graph Data Release: A Survey	216
A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games	212
A Survey on the State of the Art of Causally Consistent Cloud Systems	212
State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era	198
A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective	185
Deep Learning Models for Serendipity Recommendations: A Survey and New Perspectives	185
ISP Meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing	179
Knowledge-based Cyber Physical Security at Smart Home: A Review	178
A Survey on Virtual Network Functions for Media Streaming: Solutions and Future Challenges	176
Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework	175
A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects	174
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks	173
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos	167
A Practical Tutorial on Graph Neural Networks	165
A Survey of Multi-modal Knowledge Graphs: Technologies and Trends	160
A Survey of Security and Privacy Issues in V2X Communication Systems	157
Security and Privacy in Unified Communication	157
From Reactive to Active Sensing: A Survey on Information Gathering in Decision-theoretic Planning	153
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning	153
Domain Generalization in Computational Pathology: Survey and Guidelines	152
Visual Tuning	151
How many FIDO protocols are needed? Analysing the technology, security and compliance	151
A Survey on Hypergraph Representation Learning	146
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems	144
On the Explainability of Natural Language Processing Deep Models	142
A Survey on Synchronous Augmented, Virtual, andMixed Reality Remote Collaboration Systems	141
Dataset Discovery and Exploration: A Survey	140
Evolutionary Large-Scale Multi-Objective Optimization: A Survey	137
Screen Content Quality Assessment: Overview, Benchmark, and Beyond	137
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions	135
Text Classification Using Graph Convolutional Networks: A Comprehensive Survey	134
Botnet Business Models, Takedown Attempts, and the Darkweb Market: A Survey	134
Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications	133
From Perception to Computation: Revisiting Delay Optimization for Connected Autonomous Vehicles	132
The Role of Multi-Agents in Digital Twin Implementation: Short Survey	132
Evolving Paradigms in Automated Program Repair: Taxonomy, Challenges, and Opportunities	132
Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review and Future Directions	130
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities	130
Deep Learning Library Testing: Definition, Methods and Challenges	129
Private and Secure Distributed Deep Learning: A Survey	129
Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey	129
Distributed Scrum: A Case Meta-analysis	129

A Systematic Literature Review on Multi-Robot Task Allocation	126
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey	124
FPGA/GPU-based Acceleration for Frequent Itemsets Mining: A Comprehensive Review	122
A Review of Stability in Topic Modeling: Metrics for Assessing and Techniques for Improving Stability	121
More than Privacy	120
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices	120
Class-Imbalanced Learning on Graphs: A Survey	119
Embedding Compression in Recommender Systems: A Survey	119
Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review	117
Adversary Models for Mobile Device Authentication	114
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges	114
Survey and Taxonomy of Adversarial Reconnaissance Techniques	112
Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review	112
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	111
State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review	109
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit	108
Semantic Knowledge Graphs for the News: A Review	107
A Taxonomy and Survey on Grid-Based Routing Protocols Designed for Wireless Sensor Networks	106
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces	103
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning	103
Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems	103
A Taxonomy and Systematic Review of Gaze Interactions for 2D Displays: Promising Techniques and Opportunities	103
Heterogeneous Federated Learning: State-of-the-art and Research Challenges	102
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap	102
Machine Learning at the Network Edge: A Survey	98
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges	96
Computational Techniques in PET/CT Image Processing for Breast Cancer: A Systematic Mapping Review	93
Cybersecurity of Industrial Cyber-Physical Systems: A Review	93
Mix-Zones as an Effective Privacy Enhancing Technique in Mobile and Vehicular Ad-hoc Networks	93
Examining the Current Status and Emerging Trends in Continuous Authentication Technologies through Citation Network Analysis	93
A Survey of Privacy Attacks in Machine Learning	93
Human Image Generation: A Comprehensive Survey	91
IMPACTS Homeostasis Trust Management System: Optimizing Trust in Human-AI Teams	90
Big Code Search: A Bibliography	90
Natural Language–Based Conceptual Modelling Frameworks: State of the Art and Future Opportunities	89
A Primer on Pretrained Multilingual Language Models	88
Automatic Performance Assessment in Three-dimensional Interactive Haptic Medical Simulators: A Systematic Review	88
Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo	87
A Review on Tools, Mechanics, Benefits, and Challenges of Gamified Software Testing	86
Conversational Agents in Therapeutic Interventions for Neurodevelopmental Disorders: A Survey	84
An Experimental Investigation of Text-based CAPTCHA Attacks and Their Robustness	84
A Survey of Tool Support for Working with Design Decisions in Code	84
Deep Person Generation: A Survey from the Perspective of Face, Pose, and Cloth Synthesis	82
Microarchitectural Attacks in Heterogeneous Systems: A Survey	82
A Survey on Deep Learning for Human Activity Recognition	81
A Survey on Deep Learning for Symbolic Music Generation: Representations, Algorithms, Evaluations, and Challenges	81
A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids	78
Instrumental Variables in Causal Inference and Machine Learning: A Survey	78
Lost in Translation? Found in Evaluation: A Comprehensive Survey on Sentence-Level Translation Evaluation	78
Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs	78
Heterogeneous Network Access and Fusion in Smart Factory: A Survey	77
A Survey on Deep Learning for Human Mobility	77
Wireless Powered Mobile Edge Computing Networks: A Survey	76
Machine Learning into Metaheuristics	75
A Survey of Hardware-Based AES SBoxes: Area, Performance, and Security	74
A Survey on Deep Learning for Design and Generation of Virtual Architecture	74
Separation of Duty in Information Security	74
A Survey of Hardware Improvements to Secure Program Execution	74
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey	73
Strategic Decisions: Survey, Taxonomy, and Future Directions from Artificial Intelligence Perspective	73
Honeyword-based Authentication Techniques for Protecting Passwords: A Survey	73
Cross-Chain Smart Contract Invocations: A Systematic Multi-Vocal Literature Review	73
A Survey on Windows-based Ransomware Taxonomy and Detection Mechanisms	72
Challenges and Opportunities for Practical and Effective Dynamic Information Flow Tracking	70
Android Source Code Vulnerability Detection: A Systematic Literature Review	70
Firmware Over-the-air Programming Techniques for IoT Networks - A Survey	70
BFT in Blockchains: From Protocols to Use Cases	69
A Survey of Side-Channel Attacks on Branch Prediction Units	69
Data Mining on Smartphones: An Introduction and Survey	68
Survey of Approaches for Postprocessing of Static Analysis Alarms	68
Self-supervised Learning for Electroencephalogram: A Systematic Survey	68
A survey of 3D Space Path-Planning Methods and Algorithms	68
Neural Network–Based Financial Volatility Forecasting: A Systematic Review	67
Connect API with Blockchain: A Survey on Blockchain Oracle Implementation	67
Recent Advances for Aerial Object Detection: A Survey	67
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images	67
Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey	67
FairSNA: Algorithmic Fairness in Social Network Analysis	67
A Survey on Emerging Trends and Applications of 5G and 6G to Healthcare Environments	66
Artificial Intelligence for Web 3.0: A Comprehensive Survey	65

Racial Bias within Face Recognition: A Survey	65
A Survey on Task Assignment in Crowdsourcing	65
Integration of Sensing, Communication, and Computing for Metaverse: A Survey	65
Emotion Ontology Studies: A Framework for Expressing Feelings Digitally and its Application to Sentiment Analysis	65
Fairness in Ranking, Part I: Score-Based Ranking	64
Capturing Dynamics of Information Diffusion in SNS: A Survey of Methodology and Techniques	64
A Brief Overview of Universal Sentence Representation Methods: A Linguistic View	64
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey	61
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities	61
An All-Inclusive Taxonomy and Critical Review of Blockchain-Assisted Authentication and Session Key Generation Protocols for IoT	61
Public Datasets for Cloud Computing: A Comprehensive Survey	60
Tackling Climate Change with Machine Learning	60
A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks	60
Automated Program Repair: Emerging Trends Pose and Expose Problems for Benchmarks	60
Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future Directions	60
A Survey on Generative Adversarial Networks: Variants, Applications, and Training	60
A Knowledge Graph-Based Survey on Distributed Ledger Technology for IoT Verticals	59
Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards	59
Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey	59
Proof Scores: A Survey	59
A Survey on Services Placement Algorithms in Integrated Cloud-Fog / Edge Computing	58
Survey on Redundancy Based-Fault tolerance methods for Processors and Hardware accelerators - Trends in Quantum Computing, Heterogeneous Systems and Reliability	58
Maintenance Operations on Cloud, Edge, and IoT Environments: Taxonomy, Survey, and Research Challenges	58
Energy-Efficient Database Systems: A Systematic Survey	58
Video Generative Adversarial Networks: A Review	57
Backdoor Attacks against Voice Recognition Systems: A Survey	57
Computer-aided Design Techniques for Flow-based Microfluidic Lab-on-a-chip Systems	57
A Systematic Collection of Medical Image Datasets for Deep Learning	57
The Evolution of Distributed Systems for Graph Neural Networks and Their Origin in Graph Processing and Deep Learning: A Survey	56
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures	56
AutoML to Date and Beyond: Challenges and Opportunities	56
Security and Privacy on Generative Data in AIGC: A Survey	56
Software-Based Dialogue Systems: Survey, Taxonomy, and Challenges	56
Blockchain-Based Federated Learning for Securing Internet of Things: A Comprehensive Survey	55
3D Face Reconstruction: The Road to Forensics	54
Camera Measurement of Physiological Vital Signs	54
Transforming Large-Size to Lightweight Deep Neural Networks for IoT Applications	54
A Taxonomy of Live Migration Management in Cloud Computing	53
Computing Blindfolded on Data Homomorphically Encrypted under Multiple Keys: A Survey	53
Cybersecurity in Electric and Flying Vehicles: Threats, Challenges, AI Solutions & Future Directions	52
Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges	52
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI	52
Lightweight Deep Learning for Resource-Constrained Environments: A Survey	52
Backdoor Attacks and Defenses Targeting Multi-Domain AI Models: A Comprehensive Review	51
SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols	50
Explainable Deep Reinforcement Learning: State of the Art and Challenges	50
Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques	50
Constructing Neural Network Based Models for Simulating Dynamical Systems	50
From Detection to Application: Recent Advances in Understanding Scientific Tables and Figures	49
A Survey of Deep Learning for Low-shot Object Detection	49
A Survey on Mapping Semi-Structured Data and Graph Data to Relational Data	49
Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach	49
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges	49
The Internet of Bio-Nano Things with Insulin-Glucose, Security and Research Challenges: A Survey	49
DevOps Metrics and KPIs: A Multivocal Literature Review	49
Igniting Language Intelligence: The Hitchhiker’s Guide from Chain-of-Thought Reasoning to Language Agents	49
A Comprehensive Review on Autonomous Navigation	48
Toward Trustworthy Artificial Intelligence (TAI) in the Context of Explainability and Robustness	48
A Survey of Binary Code Fingerprinting Approaches: Taxonomy, Methodologies, and Features	48
War on JITs: Software-Based Attacks and Hybrid Defenses for JIT Compilers - A Comprehensive Survey	48
Cryptographic Primitives in Script-based and Scriptless Payment Channel Networks: A Survey	48
A Joint Study of the Challenges, Opportunities, and Roadmap of MLOps and AIOps: A Systematic Survey	48
A Comprehensive Review and New Taxonomy on Superpixel Segmentation	47
A Comprehensive Survey on Collaborative Data-access Enablers in the IIoT	47
3D Scene Geometry Estimation from 360° Imagery: A Survey	47
A Survey and an Empirical Evaluation of Multi-View Clustering Approaches	46
Towards Smart Education through Internet of Things: A Survey	46
A Systematic Review on Data Scarcity Problem in Deep Learning: Solution and Applications	46
On Identity, Transaction, and Smart Contract Privacy on Permissioned and Permissionless Blockchain: A Comprehensive Survey	46
Deep Multimodal Data Fusion	46
A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks	46
Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review	46
Optimization Techniques for GPU Programming	45
A Systematic Review of Data Quality in CPS and IoT for Industry 4.0	45
Benchmarking Quantum Computers and the Impact of Quantum Noise	45
A Survey on IoT Programming Platforms: A Business-Domain Experts Perspective	45
A Survey on Exploring Real and Virtual Social Network Rumors: State-of-the-Art and Research Challenges	45
Landscape of High-Performance Python to Develop Data Science and Machine Learning Applications	45
Malware Detection with Artificial Intelligence: A Systematic Literature Review	45
A Systematic Literature Review of Novelty Detection in Data Streams: Challenges and Opportunities	45
A Survey on Recent Approaches to Question Difficulty Estimation from Text	44
Deep Reinforcement Learning Verification: A Survey	44
A Survey on Data-driven Software Vulnerability Assessment and Prioritization	44
Synthetic Data for Deep Learning in Computer Vision & Medical Imaging: A Means to Reduce Data Bias	44
GraphQL: A Systematic Mapping Study	44
Mouse Dynamics Behavioral Biometrics: A Survey	44
A Generic Taxonomy for Steganography Methods	44
A Unified Review of Deep Learning for Automated Medical Coding	43
Vehicle Trajectory Data Processing, Analytics, and Applications: A Survey	43
Computational Politeness in Natural Language Processing: A Survey	43
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search	42
A Survey on Ransomware: Evolution, Taxonomy, and Defense Solutions	42
A Survey on Perfectly Secure Verifiable Secret-sharing	42
Deep Learning for Time Series Forecasting: Tutorial and Literature Survey	41
A Model and Survey of Distributed Data-Intensive Systems	41