IEEE Transactions on Information Forensics and Security

Article	Citations
Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack	275
CR-DAP: A Comprehensive and Regulatory Decentralized Anonymous Payment System	245
A Note on “Secure and Efficient Outsourcing of PCA-Based Face Recognition”	224
A Decentralized Threshold Credential Management With Fine-Grained Authentication for VANETs	216
Reinforcement Learning-Based Personalized Differentially Private Federated Learning	148
Learnable Prompts With Neighbor-Aware Correction for Text-Based Person Search	145
PCSR: Enabling Cross-Modal Semantic Retrieval With Privacy Preservation	130
SF2Net: Sequence Feature Fusion Network for Palmprint Verification	124
Low Complexity Byzantine-Resilient Federated Learning	123
sBugChecker: A Systematic Framework for Detecting Solidity Compiler-Introduced Bugs	121
Toward Automatic Heap Exploit Generation by Using Heap Layout Constraints on Binary Programs	120
Minipatch: Undermining DNN-Based Website Fingerprinting With Adversarial Patches	117
Owner-Enabled Secure Authorized Keyword Search Over Encrypted Data With Flexible Metadata	112
Uncoordinated Syntactic Privacy: A New Composable Metric for Multiple, Independent Data Publishing	106
SSME: A Semi-Supervised Specific Emitter Identification Method With Manifold Enhancement	104
Multi-User Beam Training and Transmission Design for Covert Millimeter-Wave Communication	102
BatchAuth: A Physical Layer Batch Authentication Scheme for Multiple Backscatter Devices	102
Traceable and Collision-Resilient Differential Privacy	99
Enhancing Federated Learning With Differentially Private Continuous Data Release via k -Ary Trees	98
High Resolution Fingerprint Retrieval Based on Pore Indexing and Graph Comparison	97
CleanerCLIP: Fine-Grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning	95
Beyond Access Pattern: Efficient Volume-Hiding Multi-Range Queries Over Outsourced Data Services	95
Citywide Multi-Step Crime Prediction via Context-Aware Bayesian Tensor Decomposition	94
On Message Authentication Channel Capacity Over a Wiretap Channel	94
Outlier-Resistant Non-Fragile Control of Nonlinear Networked Systems Under DoS Attacks and Multi-Variable Event-Triggered SC Protocol	94

Double-Layered Dual-Syndrome Trellis Codes Utilizing Channel Knowledge for Robust Steganography	94
M 3 -ReID: Unifying Multi-View, Granularity, and Modality for Video-Based Visible-Infrared Person Re-Identification	93
Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning	92
ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework	91
TCPP: Achieving Privacy-Preserving Trajectory Correlation With Differential Privacy	90
A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State Estimation	90
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification	89
PUF-Phenotype: A Robust and Noise-Resilient Approach to Aid Group-Based Authentication With DRAM-PUFs Using Machine Learning	87
FADE: A Dataset for Detecting Falling Objects Around Buildings in Video	85
Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code	84
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks	83
Stealthy Backdoors as Compression Artifacts	82
Practical Multi-Party Private Set Intersection Protocols	82
BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing	82
Multisource Heterogeneous Specific Emitter Identification Using Attention Mechanism-Based RFF Fusion Method	81
FVFSNet: Frequency-Spatial Coupling Network for Finger Vein Authentication	79
Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation	79
Decision-Based Adversarial Attack With Frequency Mixup	79
Seeing Traffic Paths: Encrypted Traffic Classification With Path Signature Features	78
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification	78
No Time for Remodulation: A PHY Steganographic Symbiotic Channel Over Constant Envelope	76
SecBNN: Efficient Secure Inference on Binary Neural Networks	75
Unknown Cyber Threat Discovery Empowered by Genetic Evolution Without Prior Knowledge	75
Attackers Are Not the Same! Unveiling the Impact of Feature Distribution on Label Inference Attacks	75
Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation	75
Revisiting the Masking Strategy: A Side-Channel Attack on CRYSTALS-Kyber	75
On the Impact of Pollution Attacks on Coding-Based Distributed Storage Systems	74
The Implications of Insecure Use of Fonts Against PDF Documents and Web Pages	74
Implicit Alignment-Based Cross-Modal Symbiotic Network for Text-to-Image Person Re-Identification	74
Turritopsis: Practical Dynamic Asynchronous BFT	72
G2V2former: Graph Guided Video Vision Transformer for Face Anti-Spoofing	71
Enhancing Model Generalization for Efficient Cross-Device Side-Channel Analysis	69
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	69
Mixed-Bit Sampling Marking: Toward Unifying Document Authentication in Copy-Sensitive Graphical Codes	67
Generalized Autonomous Path Proxy Re-Encryption Scheme to Support Branch Functionality	67
Corrections to “On the Security of a Revocable Cross-Domain Anonymous Authentication in IIoT”	66
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach	66
CMXsafe: A Proxy Layer for Securing Internet-of-Things Communications	65
Dangers Behind Charging VR Devices: Hidden Side Channel Attacks via Charging Cables	65
MOJO: MOtion Pattern Learning and JOint-Based Fine-Grained Mining for Person Re-Identification Based on 4D LiDAR Point Clouds	65
GuessFuse: Hybrid Password Guessing With Multi-View	65
Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios	64
ABP-DKM: An Efficient Decentralized Key Management Scheme Based on Asymmetric Bivariate Polynomial	64
Online Two-Stage Channel-Based Lightweight Authentication Method for Time-Varying Scenarios	64
Palm Vein Recognition Under Unconstrained and Weak-Cooperative Conditions	64
TrackPhish: A Multi-Embedding Attention-Enhanced 1D CNN Model for Phishing URL Detection	63
Group-Wise Verifiable Coded Computing Under Byzantine Attacks and Stragglers	63
Multi-Key Similar Data Search on Encrypted Storage With Secure Pay-Per-Query	63
Thwarting GNN-Based Attacks Against Logic Locking	62
EARVP: Efficient Aggregation for Federated Learning With Robustness, Verifiability, and Privacy	62

Generative Adversarial Attacks Against Deep- Learning-Based Camera Model Identification	62
Optimal Privacy-Aware Stochastic Sampling	61
Attacking Mouse Dynamics Authentication Using Novel Wasserstein Conditional DCGAN	61
Anonymous and Efficient (t, n)-Threshold Ownership Transfer for Cloud EMRs Auditing	61
Customized Transformer Adapter With Frequency Masking for Deepfake Detection	60
Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments	60
SIa-CBc: Sensitive Intent-Assisted and Crucial Behavior-Cognized Malware Detection Based on Human Brain Cognitive Theory	60
The Lives of Others: Snooping on Smartphone Usage Behaviors via Attention-Enabled Multi-Channel Spatiotemporal Information Fusion	59
Detection of Unknown Attacks Through Encrypted Traffic: A Gaussian Prototype-Aided Variational Autoencoder Framework	59
Analyze and Improve Differentially Private Federated Learning: A Model Robustness Perspective	59
BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis	59
Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data	59
Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features	58
Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models	58
Everybody’s Talkin’: Let Me Talk as You Want	58
Event-Triggered Data-Driven Control for Nonlinear Systems Under Frequency-Duration-Constrained DoS Attacks	58
Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection	58
Detecting Locally, Patching Globally: An End-to-End Framework for High Speed and Accurate Detection of Fingerprint Minutiae	57
A General Purpose Data and Query Privacy Preserving Protocol for Wireless Sensor Networks	57
Adversarial RL-Based IDS for Evolving Data Environment in 6LoWPAN	56
NoLeaks: Differentially Private Causal Discovery Under Functional Causal Model	56
Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval	56
SGBoost: An Efficient and Privacy-Preserving Vertical Federated Tree Boosting Framework	55
Breaking the Illusion: A Critical Study of Backdoor Defense in Federated Learning With Non-IID Data	55
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks	54
Occlusion-Aware Human Mesh Model-Based Gait Recognition	54
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps	53
Adversarial Examples Against WiFi Fingerprint-Based Localization in the Physical World	53
FACOS: Enabling Privacy Protection Through Fine-Grained Access Control With On-Chain and Off-Chain System	53
Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption	53
Breaking the Trilemma: Toward Efficient, Privacy-Preserving, and Forward-Secure Data Sharing in the Post-Quantum Era	52
Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection	51
Patronus : Plug-and-Play and Near-Lossless Facial Privacy Enhancement Against Reconstruction Attacks	50
Robust Visible-Infrared Person Re-Identification Based on Polymorphic Mask and Wavelet Graph Convolutional Network	50
The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter	50
FLGuardian: Defending Against Model Poisoning Attacks via Fine-Grained Detection in Federated Learning	50
On Covert Communication Performance With Outdated CSI in Wireless Greedy Relay Systems	49
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization	48
Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness	48
Efficiently Achieving Privacy Preservation and Poisoning Attack Resistance in Federated Learning	48
Data Quality Detection Mechanism Against Label Flipping Attacks in Federated Learning	48
Verifying in the Dark: Verifiable Machine Unlearning by Using Invisible Backdoor Triggers	48
LSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing	47
BESA: Boosting Encoder Stealing Attack With Perturbation Recovery	47
Reinforcement Learning Enabled Intelligent Energy Attack in Green IoT Networks	47
PCSF: Privacy-Preserving Content-Based Spam Filter	47
Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms	47
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks	47
SCAFinder: Formal Verification of Cache Fine-Grained Features for Side Channel Detection	46
Proactively Verifying Quantitative Network Policy Across Unsafe and Unreliable Environments	46
Game-Theoretic Neyman-Pearson Detection to Combat Strategic Evasion	46
FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models	45
Building and Testing a Hidden-Password Online Password Manager	45
Type2Branch: Keystroke Biometrics Based on a Dual-Branch Architecture With Attention Mechanisms and Set2set Loss	45
AuthScatter: Accurate, Robust, and Scalable Mutual Authentication in Physical Layer for Backscatter Communications	45
A Canonical Data Transformation for Achieving Inter- and Within-Group Fairness	45
Revisiting Prediction-Based Min-Entropy Estimation: Toward Interpretability, Reliability, and Applicability	45
Succinct Hash-Based Arbitrary-Range Proofs	44
Regression of Dense Distortion Field From a Single Fingerprint Image	44
Anti-Backdoor Model: A Novel Algorithm to Remove Backdoors in a Non-Invasive Way	44
False-Positive-Free Wildcard Queries With Dual Wildcard Flexibility and Enhanced Efficiency	43
Two-Round Certificateless Multi-Signatures With Key Aggregation in Smart Contracts	43
PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees	43
Toward Mobile Palmprint Recognition via Multi-View Hierarchical Graph Learning	42
XIPHOS: Adaptive In-Vehicle Intrusion Detection via Unsupervised Graph Contrastive Learning	42
A Hierarchical Cooperative Authentication Protocol for Attack-Resilient UAV Swarms With Ultra-Low Overhead	42
Data-Driven Dynamic Periodic Event-Triggered Control of Cyber-Physical Systems Under Packet Dropouts and DoS Attacks	42
Three-Player Game Theory and p-PCPSO for Defense Resource Allocation in Wireless Sensor Networks	42
ColorVein: Colorful Cancelable Vein Biometrics	42
CELEST: Federated Learning for Globally Coordinated Threat Detection	42
Smart App Attack: Hacking Deep Learning Models in Android Apps	42
RegPalm: Toward Large-Scale Open-Set Palmprint Recognition by Reducing Pattern Variance	42
iCoding: Countermeasure Against Interference and Eavesdropping in Wireless Communications	42
A Precoding Perturbation Method in Geometric Optimization: Exploring Manifold Structure for Privacy and Efficiency	42
Revisiting Gradient Regularization: Inject Robust Saliency-Aware Weight Bias for Adversarial Defense	42
An Opportunistic Power Control Scheme for Mitigating User Location Tracking Attacks in Cellular Networks	42
Beyond Result Verification: Efficient Privacy-Preserving Spatial Keyword Query With Suppressed Leakage	41
An Intelligent Reflecting Surface-Based Attack Scheme Against Dual-Functional Radar and Communication Systems	41
LiSiam: Localization Invariance Siamese Network for Deepfake Detection	41
ADIS: Detecting and Identifying Manipulated PLC Program Variables Using State-Aware Dependency Graph	41

Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration	41
More Granular, Less Trust: Enforcing Intra-Process Isolation With Arm CCA in an Untrusted Management Environment	41
HELM: Navigating Homomorphic Encryption Through Gates and Lookup Tables	40
BPVSE: Publicly Verifiable Searchable Encryption for Cloud-Assisted Electronic Health Records	40
Secret Cracking and Security Enhancement for the Image Application of CRT-Based Secret Sharing	40
A Federated Learning-Based Lightweight Network With Zero Trust for UAV Authentication	40
Lightweight Multi-User Public-Key Authenticated Encryption With Keyword Search	40
Fault Detection and Robust Security Control for Implicit Jump Systems Against Random FDI Attacks and Packet Loss Under Memorized Output-Perceptive Event-Triggered Protocol	40
Synchronized Provable Data Possession Based on Blockchain for Digital Twin	40
Blockchain-Enabled Computing Offloading and Resource Allocation in Multi-UAVs MEC Network: A Stackelberg Game Learning Approach	39
A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes	39
GTAE-IDS: Graph Transformer-Based Autoencoder Framework for Real-Time Network Intrusion Detection	39
ETD: An Efficient Time Delay Attack Detection Framework for UAV Networks	39
Scanner-Hunter: An Effective ICS Scanning Group Identification System	39
Extracting Private Training Data in Federated Learning From Clients	39
ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection	39
Fast Privacy-Preserving Text Classification Based on Secure Multiparty Computation	38
Progressive Sub-Domain Information Mining for Single-Source Generalizable Gait Recognition	38
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach	38
SeIoT: Detecting Anomalous Semantics in Smart Homes via Knowledge Graph	38
EVM-Shield: In-Contract State Access Control for Fast Vulnerability Detection and Prevention	38
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification	38
GC-DRQN: Enhancing Radar Anti-Jamming Performance With Supervised Auxiliary Tasks and Deterministic Rewards	38
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing	38
An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques	37
Toward Automated Field Semantics Inference for Binary Protocol Reverse Engineering	37
K-GetNID: Knowledge-Guided Graphs for Early and Transferable Network Intrusion Detection	37
Reinforcement Learning-Based Tracking Control for Networked Control Systems With DoS Attacks	37
Three Birds With One Stone: User Intention Understanding and Influential Neighbor Disclosure for Injection Attack Detection	37
General Backdoor-Resilient Federated Learning via Multi-Armed Bandit-based Knowledge Distillation	37
Wolverine: A Scalable and Transaction-Consistent Redactable Permissionless Blockchain	37
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction	37
Multi-Antenna Signal Masking and Round-Trip Transmission for Privacy-Preserving Wireless Sensing	36
AuditPCH: Auditable Payment Channel Hub With Privacy Protection	36
LtRFT: Mitigate the Low-Rate Data Plane DDoS Attack With Learning-To-Rank Enabled Flow Tables	36
Optimal Client Selection of Federated Learning Based on Compressed Sensing	36
Balanced Encoding of Near-Zero Correlation for an AES Implementation	36
Pilot Spoofing Attack on the Downlink of Cell-Free Massive MIMO: From the Perspective of Adversaries	36
ProVFL: Property Inference Attacks Against Vertical Federated Learning	36
Disentangled Representation Learning for Robust Brainprint Recognition	36
Lavida: Large-Universe, Verifiable, and Dynamic Fine-Grained Access Control for E-Health Cloud	36
Lightweight Dynamic Conjunctive Keyword Searchable Encryption With Result Pattern Hiding	35
Angle and Distance Discrimination by Utilizing Frequency Conversion Capability of STC-IRS for Covert Communications	35
Titan: Security Analysis of Large-Scale Hardware Obfuscation Using Graph Neural Networks	35
Joint Holistic and Masked Face Recognition	35
Quantization Noise as an Asset: Optimizing Physical Layer Security With Sigma-Delta Modulation	35
MalPacDetector: An LLM-Based Malicious NPM Package Detector	35
Reinforcement Learning-Based Efficient Multi-Exit Neural Networks Against Side-Channel Attacks	35
CoSwinVIT: A Vision Transformer for Enhanced Uniform Spectrum Response in Specific Emitter Identification	35
Detecting Lifecycle-Related Concurrency Bugs in ROS Programs via Coverage-Guided Fuzzing	35
Enabling Fraud Prediction on Preliminary Data Through Information Density Booster	35
Joint Transmissive and Reflective RIS-Aided Secure MIMO Systems Design Under Spatially-Correlated Angular Uncertainty and Coupled PSEs	34
The Dark Forest: Understanding Security Risks of Cross-Party Delegated Resources in Mobile App-in-App Ecosystems	34
Bitcoin-Compatible Privacy-Preserving Multi-Party Payment Channels Supporting Variable Amounts	34
Data-Agnostic Model Poisoning Against Federated Learning: A Graph Autoencoder Approach	34
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation	34
Enabling Efficient and Strong Privacy-Preserving Truth Discovery in Mobile Crowdsensing	34
PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark	34
Bi-Stream Coteaching Network for Weakly-Supervised Deepfake Localization in Videos	33
Intrusion Detection for Internet of Things: An Anchor Graph Clustering Approach	33
Nighttime Person Re-Identification via Collaborative Enhancement Network With Multi-Domain Learning	33
Comparing Different Membership Inference Attacks With a Comprehensive Benchmark	33
PowerGuard: Using Power Side-Channel Signals to Secure Motion Controllers in ICS	33
Privacy-Preserving Authentication for Unlinkable Avatars in the Metaverse	33
Specific Emitter Identification via Sparse Bayesian Learning Versus Model-Agnostic Meta-Learning	32
Online Writer Retrieval With Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach	32
Analog Secret Sharing With Applications to Private Distributed Learning	32
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution	32
An Efficient and Verifiable Encrypted Data Filtering Framework Over Large-Scale Storage in Cloud Edge	32
Libras: A Fair, Secure, Verifiable, and Scalable Outsourcing Computation Scheme Based on Blockchain	32
Revealing the Secrets of Radio Embedded Systems: Extraction of Raw Information via RF	32
Words Strip Wardrobe: Learning Invariant Textual Prompts for Cloth-Changing Person Re-Identification	32
Everything Under Control: Secure Data Sharing Mechanism for Cloud-Edge Computing	32
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach	32
A Synthetic Data-Assisted Satellite Terrestrial Integrated Network Intrusion Detection Framework	32
Encrypted and Compressed Key-Value Store With Pattern-Analysis Security in Cloud Systems	32
Signed Latent Factors for Spamming Activity Detection	32
Copyright Protection of General Information via Simulation Task Supervision	32
Towards Patch-based Noise Compression for Adversarial Attack against Transformer-based Visual Tracking	31
Efficient Verifiable Protocol for Privacy-Preserving Aggregation in Federated Learning	31
An Efficient Identity-Based Provable Data Possession Protocol With Compressed Cloud Storage	31
RTrap: Trapping and Containing Ransomware With Machine Learning	31
TRacer: Scalable Graph-Based Transaction Tracing for Account-Based Blockchain Trading Systems	31
APIVADS: A Novel Privacy-Preserving Pivot Attack Detection Scheme Based on Statistical Pattern Recognition	31
Breaking XOR Arbiter PUFs With Chosen Challenge Attack	31
Privacy-Preserving Aggregation-Authentication Scheme for Safety Warning System in Fog-Cloud Based VANET	31
Healthcare Security: Post-Quantum Continuous Authentication With Behavioral Biometrics Using Vector Similarity Search	31
DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning	31
Divide and Conquer: Frequency-Aware Contrastive Adversarial Training for Robust Point Cloud Classification	30
SecureReID: Privacy-Preserving Anonymization for Person Re-Identification	30
Toward Secure and Verifiable Hybrid Federated Learning	30
GraphBGP: BGP Anomaly Detection Based on Dynamic Graph Learning	30
TIM: Enabling Large-Scale White-Box Testing on In-App Deep Learning Models	30
Parallel PAM for Secure Transmission	30
Fine-Grained Question-Level Deception Detection via Graph-Based Learning and Cross-Modal Fusion	30