IEEE Transactions on Information Forensics and Security

Article	Citations
Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack	263
CR-DAP: A Comprehensive and Regulatory Decentralized Anonymous Payment System	230
A Note on “Secure and Efficient Outsourcing of PCA-Based Face Recognition”	216
A Decentralized Threshold Credential Management With Fine-Grained Authentication for VANETs	197
Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code	139
Reinforcement Learning-Based Personalized Differentially Private Federated Learning	134
Learnable Prompts With Neighbor-Aware Correction for Text-Based Person Search	124
PCSR: Enabling Cross-Modal Semantic Retrieval With Privacy Preservation	120
SF2Net: Sequence Feature Fusion Network for Palmprint Verification	120
Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning	116
PUF-Phenotype: A Robust and Noise-Resilient Approach to Aid Group-Based Authentication With DRAM-PUFs Using Machine Learning	115
Low Complexity Byzantine-Resilient Federated Learning	111
sBugChecker: A Systematic Framework for Detecting Solidity Compiler-Introduced Bugs	110
Toward Automatic Heap Exploit Generation by Using Heap Layout Constraints on Binary Programs	105
Outlier-Resistant Non-Fragile Control of Nonlinear Networked Systems Under DoS Attacks and Multi-Variable Event-Triggered SC Protocol	100
Owner-Enabled Secure Authorized Keyword Search Over Encrypted Data With Flexible Metadata	98
Uncoordinated Syntactic Privacy: A New Composable Metric for Multiple, Independent Data Publishing	98
SSME: A Semi-Supervised Specific Emitter Identification Method With Manifold Enhancement	93
BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing	93
Multi-User Beam Training and Transmission Design for Covert Millimeter-Wave Communication	92
Stealthy Backdoors as Compression Artifacts	92
BatchAuth: A Physical Layer Batch Authentication Scheme for Multiple Backscatter Devices	92
Multisource Heterogeneous Specific Emitter Identification Using Attention Mechanism-Based RFF Fusion Method	91
Traceable and Collision-Resilient Differential Privacy	91
Enhancing Federated Learning With Differentially Private Continuous Data Release via k -Ary Trees	89

On Message Authentication Channel Capacity Over a Wiretap Channel	89
High Resolution Fingerprint Retrieval Based on Pore Indexing and Graph Comparison	89
Double-Layered Dual-Syndrome Trellis Codes Utilizing Channel Knowledge for Robust Steganography	88
Beyond Access Pattern: Efficient Volume-Hiding Multi-Range Queries Over Outsourced Data Services	88
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification	86
Seeing Traffic Paths: Encrypted Traffic Classification With Path Signature Features	85
Minipatch: Undermining DNN-Based Website Fingerprinting With Adversarial Patches	83
TCPP: Achieving Privacy-Preserving Trajectory Correlation With Differential Privacy	83
CleanerCLIP: Fine-Grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning	81
Citywide Multi-Step Crime Prediction via Context-Aware Bayesian Tensor Decomposition	81
ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework	80
Practical Multi-Party Private Set Intersection Protocols	79
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks	78
A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State Estimation	78
FADE: A Dataset for Detecting Falling Objects Around Buildings in Video	78
FVFSNet: Frequency-Spatial Coupling Network for Finger Vein Authentication	77
Decision-Based Adversarial Attack With Frequency Mixup	76
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification	75
Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation	75
Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation	74
No Time for Remodulation: A PHY Steganographic Symbiotic Channel Over Constant Envelope	74
Unknown Cyber Threat Discovery Empowered by Genetic Evolution Without Prior Knowledge	73
A General Purpose Data and Query Privacy Preserving Protocol for Wireless Sensor Networks	73
Revisiting the Masking Strategy: A Side-Channel Attack on CRYSTALS-Kyber	72
Attackers Are Not the Same! Unveiling the Impact of Feature Distribution on Label Inference Attacks	72
SecBNN: Efficient Secure Inference on Binary Neural Networks	71
On the Impact of Pollution Attacks on Coding-Based Distributed Storage Systems	70
SIa-CBc: Sensitive Intent-Assisted and Crucial Behavior-Cognized Malware Detection Based on Human Brain Cognitive Theory	69
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks	69
The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter	69
Adversarial Examples Against WiFi Fingerprint-Based Localization in the Physical World	68
The Implications of Insecure Use of Fonts Against PDF Documents and Web Pages	68
Implicit Alignment-Based Cross-Modal Symbiotic Network for Text-to-Image Person Re-Identification	66
FLGuardian: Defending Against Model Poisoning Attacks via Fine-Grained Detection in Federated Learning	65
Turritopsis: Practical Dynamic Asynchronous BFT	65
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization	64
G2V2former: Graph Guided Video Vision Transformer for Face Anti-Spoofing	64
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	63
Enhancing Model Generalization for Efficient Cross-Device Side-Channel Analysis	63
CMXsafe: A Proxy Layer for Securing Internet-of-Things Communications	62
Palm Vein Recognition Under Unconstrained and Weak-Cooperative Conditions	62
MOJO: MOtion Pattern Learning and JOint-Based Fine-Grained Mining for Person Re-Identification Based on 4D LiDAR Point Clouds	62
Detection of Unknown Attacks Through Encrypted Traffic: A Gaussian Prototype-Aided Variational Autoencoder Framework	62
Attacking Mouse Dynamics Authentication Using Novel Wasserstein Conditional DCGAN	62
ABP-DKM: An Efficient Decentralized Key Management Scheme Based on Asymmetric Bivariate Polynomial	61
Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption	61
Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios	61
NoLeaks: Differentially Private Causal Discovery Under Functional Causal Model	60
Online Two-Stage Channel-Based Lightweight Authentication Method for Time-Varying Scenarios	60
Generalized Autonomous Path Proxy Re-Encryption Scheme to Support Branch Functionality	59

Corrections to “On the Security of a Revocable Cross-Domain Anonymous Authentication in IIoT”	58
Mixed-Bit Sampling Marking: Toward Unifying Document Authentication in Copy-Sensitive Graphical Codes	58
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach	58
Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms	58
Dangers Behind Charging VR Devices: Hidden Side Channel Attacks via Charging Cables	57
BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis	57
Patronus: Plug-and-play and Near-lossless Facial Privacy Enhancement Against Reconstruction Attacks	57
BESA: Boosting Encoder Stealing Attack With Perturbation Recovery	57
Anonymous and Efficient (t, n)-Threshold Ownership Transfer for Cloud EMRs Auditing	57
Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments	57
Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models	57
GuessFuse: Hybrid Password Guessing With Multi-View	56
Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection	56
Multi-Key Similar Data Search on Encrypted Storage With Secure Pay-Per-Query	55
On Covert Communication Performance With Outdated CSI in Wireless Greedy Relay Systems	55
Detecting Locally, Patching Globally: An End-to-End Framework for High Speed and Accurate Detection of Fingerprint Minutiae	55
Customized Transformer Adapter With Frequency Masking for Deepfake Detection	55
Occlusion-Aware Human Mesh Model-Based Gait Recognition	55
TrackPhish: A Multi-Embedding Attention-Enhanced 1D CNN Model for Phishing URL Detection	55
Group-Wise Verifiable Coded Computing Under Byzantine Attacks and Stragglers	54
Thwarting GNN-Based Attacks Against Logic Locking	53
Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection	52
Everybody’s Talkin’: Let Me Talk as You Want	51
Adversarial RL-Based IDS for Evolving Data Environment in 6LoWPAN	51
FACOS: Enabling Privacy Protection Through Fine-Grained Access Control With On-Chain and Off-Chain System	50
Verifying in the Dark: Verifiable Machine Unlearning by Using Invisible Backdoor Triggers	50
Generative Adversarial Attacks Against Deep- Learning-Based Camera Model Identification	50
EARVP: Efficient Aggregation for Federated Learning With Robustness, Verifiability, and Privacy	50
Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data	49
Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness	49
Event-Triggered Data-Driven Control for Nonlinear Systems Under Frequency-Duration-Constrained DoS Attacks	48
Breaking the Trilemma: Toward Efficient, Privacy-Preserving, and Forward-Secure Data Sharing in the Post-Quantum Era	48
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps	48
The Lives of Others: Snooping on Smartphone Usage Behaviors via Attention-enabled Multi-channel Spatiotemporal Information Fusion	48
Data Quality Detection Mechanism Against Label Flipping Attacks in Federated Learning	48
Analyze and Improve Differentially Private Federated Learning: A Model Robustness Perspective	47
Efficiently Achieving Privacy Preservation and Poisoning Attack Resistance in Federated Learning	47
SGBoost: An Efficient and Privacy-Preserving Vertical Federated Tree Boosting Framework	47
Robust Visible-Infrared Person Re-Identification Based on Polymorphic Mask and Wavelet Graph Convolutional Network	46
Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval	46
PCSF: Privacy-Preserving Content-Based Spam Filter	45
Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features	45
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks	45
LSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing	45
Reinforcement Learning Enabled Intelligent Energy Attack in Green IoT Networks	45
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach	45
Optimal Privacy-Aware Stochastic Sampling	45
Game-Theoretic Neyman-Pearson Detection to Combat Strategic Evasion	44
Succinct Hash-Based Arbitrary-Range Proofs	44
Proactively Verifying Quantitative Network Policy Across Unsafe and Unreliable Environments	43
SCAFinder: Formal Verification of Cache Fine-Grained Features for Side Channel Detection	43
Building and Testing a Hidden-Password Online Password Manager	43
FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models	43
A Canonical Data Transformation for Achieving Inter- and Within-Group Fairness	42
AuthScatter: Accurate, Robust, and Scalable Mutual Authentication in Physical Layer for Backscatter Communications	42
Type2Branch: Keystroke Biometrics Based on a Dual-Branch Architecture With Attention Mechanisms and Set2set Loss	42
Revisiting Prediction-Based Min-Entropy Estimation: Toward Interpretability, Reliability, and Applicability	42
Anti-Backdoor Model: A Novel Algorithm to Remove Backdoors in a Non-Invasive Way	41
Regression of Dense Distortion Field From a Single Fingerprint Image	41
Secret Cracking and Security Enhancement for the Image Application of CRT-Based Secret Sharing	41
CELEST: Federated Learning for Globally Coordinated Threat Detection	41
ColorVein: Colorful Cancelable Vein Biometrics	41
Revisiting Gradient Regularization: Inject Robust Saliency-Aware Weight Bias for Adversarial Defense	41
A Precoding Perturbation Method in Geometric Optimization: Exploring Manifold Structure for Privacy and Efficiency	41
An Opportunistic Power Control Scheme for Mitigating User Location Tracking Attacks in Cellular Networks	40
Smart App Attack: Hacking Deep Learning Models in Android Apps	40
Extracting Private Training Data in Federated Learning From Clients	40
XIPHOS: Adaptive In-Vehicle Intrusion Detection via Unsupervised Graph Contrastive Learning	40
Pilot Spoofing Attack on the Downlink of Cell-Free Massive MIMO: From the Perspective of Adversaries	40
False-positive-free Wildcard Queries with Dual Wildcard Flexibility and Enhanced Efficiency	40
iCoding: Countermeasure Against Interference and Eavesdropping in Wireless Communications	40
Data-Driven Dynamic Periodic Event-Triggered Control of Cyber-Physical Systems Under Packet Dropouts and DoS Attacks	40
RegPalm: Toward Large-Scale Open-Set Palmprint Recognition by Reducing Pattern Variance	40
General Backdoor-Resilient Federated Learning via Multi-Armed Bandit-based Knowledge Distillation	39
Toward Mobile Palmprint Recognition via Multi-View Hierarchical Graph Learning	39
An Intelligent Reflecting Surface-Based Attack Scheme Against Dual-Functional Radar and Communication Systems	39
GC-DRQN: Enhancing Radar Anti-Jamming Performance With Supervised Auxiliary Tasks and Deterministic Rewards	39
A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes	39
Three-Player Game Theory and p-PCPSO for Defense Resource Allocation in Wireless Sensor Networks	39
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction	38

BPVSE: Publicly Verifiable Searchable Encryption for Cloud-Assisted Electronic Health Records	38
LtRFT: Mitigate the Low-Rate Data Plane DDoS Attack With Learning-To-Rank Enabled Flow Tables	38
An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques	38
More Granular, Less Trust: Enforcing Intra-Process Isolation With Arm CCA in an Untrusted Management Environment	38
Scanner-Hunter: An Effective ICS Scanning Group Identification System	38
ADIS: Detecting and Identifying Manipulated PLC Program Variables Using State-Aware Dependency Graph	38
LiSiam: Localization Invariance Siamese Network for Deepfake Detection	37
Lightweight Multi-User Public-Key Authenticated Encryption With Keyword Search	37
Toward Automated Field Semantics Inference for Binary Protocol Reverse Engineering	37
ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection	37
Fault Detection and Robust Security Control for Implicit Jump Systems Against Random FDI Attacks and Packet Loss Under Memorized Output-Perceptive Event-Triggered Protocol	37
A Federated Learning-Based Lightweight Network With Zero Trust for UAV Authentication	37
Three Birds With One Stone: User Intention Understanding and Influential Neighbor Disclosure for Injection Attack Detection	37
GTAE-IDS: Graph Transformer-Based Autoencoder Framework for Real-Time Network Intrusion Detection	37
EVM-Shield: In-Contract State Access Control for Fast Vulnerability Detection and Prevention	36
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing	36
SeIoT: Detecting Anomalous Semantics in Smart Homes via Knowledge Graph	36
Blockchain-Enabled Computing Offloading and Resource Allocation in Multi-UAVs MEC Network: A Stackelberg Game Learning Approach	36
Two-round Certificateless Multi-signatures with Key Aggregation in Smart Contracts	36
Lavida: Large-Universe, Verifiable, and Dynamic Fine-Grained Access Control for E-Health Cloud	36
Beyond Result Verification: Efficient Privacy-Preserving Spatial Keyword Query With Suppressed Leakage	36
A Hierarchical Cooperative Authentication Protocol for Attack-Resilient UAV Swarms with Ultra-Low Overhead	36
Fast Privacy-Preserving Text Classification Based on Secure Multiparty Computation	35
PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees	35
HELM: Navigating Homomorphic Encryption Through Gates and Lookup Tables	35
ETD: An Efficient Time Delay Attack Detection Framework for UAV Networks	35
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification	35
Synchronized Provable Data Possession Based on Blockchain for Digital Twin	35
Wolverine: A Scalable and Transaction-Consistent Redactable Permissionless Blockchain	35
Progressive Sub-Domain Information Mining for Single-Source Generalizable Gait Recognition	35
K-GetNID: Knowledge-Guided Graphs for Early and Transferable Network Intrusion Detection	34
An Efficient and Verifiable Encrypted Data Filtering Framework Over Large-Scale Storage in Cloud Edge	34
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration	34
The Dark Forest: Understanding Security Risks of Cross-Party Delegated Resources in Mobile App-in-App Ecosystems	34
Balanced Encoding of Near-Zero Correlation for an AES Implementation	34
Reinforcement Learning-Based Tracking Control for Networked Control Systems With DoS Attacks	34
AuditPCH: Auditable Payment Channel Hub With Privacy Protection	34
CoSwinVIT: A Vision Transformer for Enhanced Uniform Spectrum Response in Specific Emitter Identification	33
TRacer: Scalable Graph-Based Transaction Tracing for Account-Based Blockchain Trading Systems	33
DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning	33
Multi-Antenna Signal Masking and Round-Trip Transmission for Privacy-Preserving Wireless Sensing	33
Optimal Client Selection of Federated Learning Based on Compressed Sensing	33
Lightweight Dynamic Conjunctive Keyword Searchable Encryption With Result Pattern Hiding	33
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation	33
Disentangled Representation Learning for Robust Brainprint Recognition	33
ProVFL: Property Inference Attacks Against Vertical Federated Learning	33
Quantization Noise as an Asset: Optimizing Physical Layer Security With Sigma-Delta Modulation	33
Breaking XOR Arbiter PUFs With Chosen Challenge Attack	33
Healthcare Security: Post-Quantum Continuous Authentication With Behavioral Biometrics Using Vector Similarity Search	33
PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark	32
APIVADS: A Novel Privacy-Preserving Pivot Attack Detection Scheme Based on Statistical Pattern Recognition	32
Encrypted and Compressed Key-Value Store With Pattern-Analysis Security in Cloud Systems	32
Libras: A Fair, Secure, Verifiable, and Scalable Outsourcing Computation Scheme Based on Blockchain	32
SecureReID: Privacy-Preserving Anonymization for Person Re-Identification	32
A Synthetic Data-Assisted Satellite Terrestrial Integrated Network Intrusion Detection Framework	32
Joint Holistic and Masked Face Recognition	32
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution	32
Angle and Distance Discrimination by Utilizing Frequency Conversion Capability of STC-IRS for Covert Communications	32
PowerGuard: Using Power Side-Channel Signals to Secure Motion Controllers in ICS	32
Detecting Lifecycle-Related Concurrency Bugs in ROS Programs via Coverage-Guided Fuzzing	32
Specific Emitter Identification via Sparse Bayesian Learning Versus Model-Agnostic Meta-Learning	32
MalPacDetector: An LLM-Based Malicious NPM Package Detector	32
Bitcoin-Compatible Privacy-Preserving Multi-Party Payment Channels Supporting Variable Amounts	31
CHERUBIM: A Secure and Highly Parallel Cross-Shard Consensus Using Quadruple Pipelined Two-Phase Commit for Sharding Blockchains	31
Intrusion Detection for Internet of Things: An Anchor Graph Clustering Approach	31
Joint Transmissive and Reflective RIS-Aided Secure MIMO Systems Design Under Spatially-Correlated Angular Uncertainty and Coupled PSEs	31
Titan: Security Analysis of Large-Scale Hardware Obfuscation Using Graph Neural Networks	31
Data-Agnostic Model Poisoning Against Federated Learning: A Graph Autoencoder Approach	31
Reinforcement Learning-Based Efficient Multi-Exit Neural Networks Against Side-Channel Attacks	31
Enabling Efficient and Strong Privacy-Preserving Truth Discovery in Mobile Crowdsensing	31
Signed Latent Factors for Spamming Activity Detection	30
Comments on “Privacy-Enhanced Federated Learning Against Poisoning Adversaries”	30
An Efficient Identity-Based Provable Data Possession Protocol With Compressed Cloud Storage	30
Enabling Fraud Prediction on Preliminary Data Through Information Density Booster	30
Comparing Different Membership Inference Attacks With a Comprehensive Benchmark	30
Everything Under Control: Secure Data Sharing Mechanism for Cloud-Edge Computing	30
Privacy-Preserving Aggregation-Authentication Scheme for Safety Warning System in Fog-Cloud Based VANET	30
RTrap: Trapping and Containing Ransomware With Machine Learning	30
Revealing the Secrets of Radio Embedded Systems: Extraction of Raw Information via RF	30
Analog Secret Sharing With Applications to Private Distributed Learning	30
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach	30
Privacy-Preserving Authentication for Unlinkable Avatars in the Metaverse	30
Intra-Domain Knowledge Reuse Assisted Reinforcement Learning for Fast Anti-Jamming Communication	30
Nighttime Person Re-Identification via Collaborative Enhancement Network With Multi-Domain Learning	30
Online Writer Retrieval With Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach	29
Toward Secure and Verifiable Hybrid Federated Learning	29
Copyright Protection of General Information via Simulation Task Supervision	29
Parallel PAM for Secure Transmission	29
Bi-Stream Coteaching Network for Weakly-Supervised Deepfake Localization in Videos	29
Efficient Verifiable Protocol for Privacy-Preserving Aggregation in Federated Learning	29
TIM: Enabling Large-Scale White-Box Testing on In-App Deep Learning Models	29
Evasive Active Hypothesis Testing With Deep Neuroevolution: The Single- and Multi-Agent Cases	28
Nebula: Self-Attention for Dynamic Malware Analysis	28
Key Agreement Using Physical Identifiers for Degraded and Less Noisy Authentication Channels	28
ECO-BIKE: Bridging the Gap Between PQC BIKE and GPU Acceleration	28