IEEE Transactions on Information Forensics and Security

Article	Citations
Beyond Access Pattern: Efficient Volume-Hiding Multi-Range Queries Over Outsourced Data Services	253
Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack	216
CR-DAP: A Comprehensive and Regulatory Decentralized Anonymous Payment System	212
A Note on “Secure and Efficient Outsourcing of PCA-Based Face Recognition”	179
A Decentralized Threshold Credential Management With Fine-Grained Authentication for VANETs	134
High Resolution Fingerprint Retrieval Based on Pore Indexing and Graph Comparison	124
On Message Authentication Channel Capacity Over a Wiretap Channel	113
Learnable Prompts With Neighbor-Aware Correction for Text-Based Person Search	113
PCSR: Enabling Cross-Modal Semantic Retrieval With Privacy Preservation	112
Enhancing Federated Learning with Differentially Private Continuous Data Release via k-Ary Trees	108
SF2Net: Sequence Feature Fusion Network for Palmprint Verification	107
Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning	106
Towards Automatic Heap Exploit Generation by Using Heap Layout Constraints on Binary Programs	105
Double-Layered Dual-Syndrome Trellis Codes Utilizing Channel Knowledge for Robust Steganography	103
Stealthy Backdoors as Compression Artifacts	95
TCPP: Achieving Privacy-Preserving Trajectory Correlation With Differential Privacy	94
Decision-Based Adversarial Attack With Frequency Mixup	91
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks	90
A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State Estimation	90
ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework	89
PUF-Phenotype: A Robust and Noise-Resilient Approach to Aid Group-Based Authentication With DRAM-PUFs Using Machine Learning	88
BatchAuth: A Physical Layer Batch Authentication Scheme for Multiple Backscatter Devices	88
Low Complexity Byzantine-Resilient Federated Learning	87
sBugChecker: A Systematic Framework for Detecting Solidity Compiler-Introduced Bugs	86
FADE: A Dataset for Detecting Falling Objects Around Buildings in Video	86

Outlier-Resistant Non-Fragile Control of Nonlinear Networked Systems Under DoS Attacks and Multi-Variable Event-Triggered SC Protocol	86
Multi-User Beam Training and Transmission Design for Covert Millimeter-Wave Communication	85
Owner-Enabled Secure Authorized Keyword Search Over Encrypted Data With Flexible Metadata	84
Uncoordinated Syntactic Privacy: A New Composable Metric for Multiple, Independent Data Publishing	84
Multisource Heterogeneous Specific Emitter Identification Using Attention Mechanism-Based RFF Fusion Method	82
FVFSNet: Frequency-Spatial Coupling Network for Finger Vein Authentication	82
SSME: A Semi-Supervised Specific Emitter Identification Method With Manifold Enhancement	82
Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation	81
BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing	78
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification	77
Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code	76
Minipatch: Undermining DNN-Based Website Fingerprinting With Adversarial Patches	74
Seeing Traffic Paths: Encrypted Traffic Classification With Path Signature Features	74
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification	73
CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning	73
Traceable and Collision-Resilient Differential Privacy	73
Reinforcement Learning-Based Personalized Differentially Private Federated Learning	73
Citywide Multi-Step Crime Prediction via Context-Aware Bayesian Tensor Decomposition	73
Practical Multi-Party Private Set Intersection Protocols	73
No Time for Remodulation: A PHY Steganographic Symbiotic Channel Over Constant Envelope	72
Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation	72
EARVP: Efficient Aggregation for Federated Learning With Robustness, Verifiability, and Privacy	71
BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis	71
Unknown Cyber Threat Discovery Empowered by Genetic Evolution Without Prior Knowledge	70
A General Purpose Data and Query Privacy Preserving Protocol for Wireless Sensor Networks	70
Revisiting the Masking Strategy: A Side-Channel Attack on CRYSTALS-Kyber	67
The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter	66
Customized Transformer Adapter With Frequency Masking for Deepfake Detection	66
Attackers Are Not the Same! Unveiling the Impact of Feature Distribution on Label Inference Attacks	66
SecBNN: Efficient Secure Inference on Binary Neural Networks	65
Analyze and Improve Differentially Private Federated Learning: A Model Robustness Perspective	64
Optimal Privacy-Aware Stochastic Sampling	63
On the Impact of Pollution Attacks on Coding-Based Distributed Storage Systems	62
On Covert Communication Performance With Outdated CSI in Wireless Greedy Relay Systems	62
GuessFuse: Hybrid Password Guessing With Multi-View	61
SIa-CBc: Sensitive Intent-Assisted and Crucial Behavior-Cognized Malware Detection Based on Human Brain Cognitive Theory	61
Adversarial Examples Against WiFi Fingerprint-Based Localization in the Physical World	61
Implicit Alignment-Based Cross-Modal Symbiotic Network for Text-to-Image Person Re-Identification	61
The Implications of Insecure Use of Fonts Against PDF Documents and Web Pages	61
FLGuardian: Defending Against Model Poisoning Attacks via Fine-Grained Detection in Federated Learning	60
Turritopsis: Practical Dynamic Asynchronous BFT	60
Generative Adversarial Attacks Against Deep- Learning-Based Camera Model Identification	59
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization	59
G2V2former: Graph Guided Video Vision Transformer for Face Anti-Spoofing	58
Enhancing Model Generalization for Efficient Cross-Device Side-Channel Analysis	58
Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection	58
Attacking Mouse Dynamics Authentication Using Novel Wasserstein Conditional DCGAN	57
Thwarting GNN-Based Attacks Against Logic Locking	57
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	57
Efficiently Achieving Privacy Preservation and Poisoning Attack Resistance in Federated Learning	56

MOJO: MOtion Pattern Learning and JOint-Based Fine-Grained Mining for Person Re-Identification Based on 4D LiDAR Point Clouds	56
SGBoost: An Efficient and Privacy-Preserving Vertical Federated Tree Boosting Framework	56
CMXsafe: A Proxy Layer for Securing Internet-of-Things Communications	56
Dangers Behind Charging VR Devices: Hidden Side Channel Attacks via Charging Cables	56
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps	55
NoLeaks: Differentially Private Causal Discovery Under Functional Causal Model	55
Detection of Unknown Attacks Through Encrypted Traffic: A Gaussian Prototype-Aided Variational Autoencoder Framework	55
FACOS: Enabling Privacy Protection Through Fine-Grained Access Control With On-Chain and Off-Chain System	54
Detecting Locally, Patching Globally: An End-to-End Framework for High Speed and Accurate Detection of Fingerprint Minutiae	54
ABP-DKM: An Efficient Decentralized Key Management Scheme Based on Asymmetric Bivariate Polynomial	54
Palm Vein Recognition Under Unconstrained and Weak-Cooperative Conditions	54
Event-Triggered Data-Driven Control for Nonlinear Systems Under Frequency-Duration-Constrained DoS Attacks	54
Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data	53
Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption	53
Data Quality Detection Mechanism Against Label Flipping Attacks in Federated Learning	53
Anonymous and Efficient (t, n)-Threshold Ownership Transfer for Cloud EMRs Auditing	52
Occlusion-Aware Human Mesh Model-Based Gait Recognition	52
Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features	52
Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms	51
Generalized Autonomous Path Proxy Re-Encryption Scheme to Support Branch Functionality	51
Corrections to “On the Security of a Revocable Cross-Domain Anonymous Authentication in IIoT”	51
Mixed-Bit Sampling Marking: Toward Unifying Document Authentication in Copy-Sensitive Graphical Codes	51
Multi-Key Similar Data Search on Encrypted Storage With Secure Pay-Per-Query	49
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach	49
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks	49
Patronus: Plug-and-play and Near-lossless Facial Privacy Enhancement Against Reconstruction Attacks	49
Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection	48
Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval	48
Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness	48
Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models	47
Everybody’s Talkin’: Let Me Talk as You Want	47
BESA: Boosting Encoder Stealing Attack With Perturbation Recovery	46
Adversarial RL-Based IDS for Evolving Data Environment in 6LoWPAN	45
Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments	45
Robust Visible-Infrared Person Re-Identification Based on Polymorphic Mask and Wavelet Graph Convolutional Network	45
Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios	44
Online Two-Stage Channel-Based Lightweight Authentication Method for Time-Varying Scenarios	44
Verifying in the Dark: Verifiable Machine Unlearning by Using Invisible Backdoor Triggers	44
Group-Wise Verifiable Coded Computing Under Byzantine Attacks and Stragglers	44
LSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing	44
Reinforcement Learning Enabled Intelligent Energy Attack in Green IoT Networks	44
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach	43
K-GetNID: Knowledge-Guided Graphs for Early and Transferable Network Intrusion Detection	43
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks	42
Succinct Hash-Based Arbitrary-Range Proofs	42
PCSF: Privacy-Preserving Content-Based Spam Filter	42
Proactively Verifying Quantitative Network Policy Across Unsafe and Unreliable Environments	41
A Federated Learning-Based Lightweight Network With Zero Trust for UAV Authentication	41
SCAFinder: Formal Verification of Cache Fine-Grained Features for Side Channel Detection	41
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification	41
Building and Testing a Hidden-Password Online Password Manager	41
FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models	41
Game-Theoretic Neyman-Pearson Detection to Combat Strategic Evasion	41
PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees	40
SeIoT: Detecting Anomalous Semantics in Smart Homes via Knowledge Graph	40
An Intelligent Reflecting Surface-Based Attack Scheme Against Dual-Functional Radar and Communication Systems	40
A Canonical Data Transformation for Achieving Inter- and Within-Group Fairness	40
Revisiting Prediction-Based Min-Entropy Estimation: Toward Interpretability, Reliability, and Applicability	40
Type2Branch: Keystroke Biometrics Based on a Dual-Branch Architecture With Attention Mechanisms and Set2set Loss	40
Wolverine: A Scalable and Transaction-Consistent Redactable Permissionless Blockchain	40
Progressive Sub-Domain Information Mining for Single-Source Generalizable Gait Recognition	39
An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques	39
AuthScatter: Accurate, Robust, and Scalable Mutual Authentication in Physical Layer for Backscatter Communications	39
Regression of Dense Distortion Field From a Single Fingerprint Image	39
Anti-Backdoor Model: A Novel Algorithm to Remove Backdoors in a Non-Invasive Way	39
CELEST: Federated Learning for Globally Coordinated Threat Detection	39
Smart App Attack: Hacking Deep Learning Models in Android Apps	38
ColorVein: Colorful Cancelable Vein Biometrics	38
Revisiting Gradient Regularization: Inject Robust Saliency-Aware Weight Bias for Adversarial Defense	38
XIPHOS: Adaptive In-Vehicle Intrusion Detection via Unsupervised Graph Contrastive Learning	38
HELM: Navigating Homomorphic Encryption Through Gates and Lookup Tables	38
Three Birds With One Stone: User Intention Understanding and Influential Neighbor Disclosure for Injection Attack Detection	38
A Precoding Perturbation Method in Geometric Optimization: Exploring Manifold Structure for Privacy and Efficiency	38
Secret Cracking and Security Enhancement for the Image Application of CRT-Based Secret Sharing	38
Lightweight Multi-User Public-Key Authenticated Encryption With Keyword Search	37
Synchronized Provable Data Possession Based on Blockchain for Digital Twin	37
iCoding: Countermeasure Against Interference and Eavesdropping in Wireless Communications	37
An Opportunistic Power Control Scheme for Mitigating User Location Tracking Attacks in Cellular Networks	37
ETD: An Efficient Time Delay Attack Detection Framework for UAV Networks	37
EVM-Shield: In-Contract State Access Control for Fast Vulnerability Detection and Prevention	37

Blockchain-Enabled Computing Offloading and Resource Allocation in Multi-UAVs MEC Network: A Stackelberg Game Learning Approach	37
Toward Automated Field Semantics Inference for Binary Protocol Reverse Engineering	36
LiSiam: Localization Invariance Siamese Network for Deepfake Detection	36
LtRFT: Mitigate the Low-Rate Data Plane DDoS Attack With Learning-To-Rank Enabled Flow Tables	36
Data-Driven Dynamic Periodic Event-Triggered Control of Cyber-Physical Systems Under Packet Dropouts and DoS Attacks	36
False-positive-free Wildcard Queries with Dual Wildcard Flexibility and Enhanced Efficiency	36
Scanner-Hunter: An Effective ICS Scanning Group Identification System	35
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing	35
Fault Detection and Robust Security Control for Implicit Jump Systems Against Random FDI Attacks and Packet Loss Under Memorized Output-Perceptive Event-Triggered Protocol	35
Pilot Spoofing Attack on the Downlink of Cell-Free Massive MIMO: From the Perspective of Adversaries	35
Fast Privacy-Preserving Text Classification Based on Secure Multiparty Computation	35
A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes	35
RegPalm: Toward Large-Scale Open-Set Palmprint Recognition by Reducing Pattern Variance	35
Extracting Private Training Data in Federated Learning From Clients	35
Lavida: Large-Universe, Verifiable, and Dynamic Fine-Grained Access Control for E-Health Cloud	35
BPVSE: Publicly Verifiable Searchable Encryption for Cloud-Assisted Electronic Health Records	34
GC-DRQN: Enhancing Radar Anti-Jamming Performance With Supervised Auxiliary Tasks and Deterministic Rewards	34
Three-Player Game Theory and p-PCPSO for Defense Resource Allocation in Wireless Sensor Networks	34
Beyond Result Verification: Efficient Privacy-Preserving Spatial Keyword Query With Suppressed Leakage	34
Toward Mobile Palmprint Recognition via Multi-View Hierarchical Graph Learning	34
ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection	34
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction	34
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration	34
Reinforcement Learning-Based Tracking Control for Networked Control Systems With DoS Attacks	34
The Dark Forest: Understanding Security Risks of Cross-Party Delegated Resources in Mobile App-in-App Ecosystems	33
AuditPCH: Auditable Payment Channel Hub With Privacy Protection	33
Balanced Encoding of Near-Zero Correlation for an AES Implementation	33
An Efficient and Verifiable Encrypted Data Filtering Framework Over Large-Scale Storage in Cloud Edge	33
GTAE-IDS: Graph Transformer-Based Autoencoder Framework for Real-Time Network Intrusion Detection	33
Disentangled Representation Learning for Robust Brainprint Recognition	33
Healthcare Security: Post-Quantum Continuous Authentication With Behavioral Biometrics Using Vector Similarity Search	32
Optimal Client Selection of Federated Learning Based on Compressed Sensing	32
ProVFL: Property Inference Attacks Against Vertical Federated Learning	32
Angle and Distance Discrimination by Utilizing Frequency Conversion Capability of STC-IRS for Covert Communications	32
MalPacDetector: An LLM-Based Malicious NPM Package Detector	32
Libras: A Fair, Secure, Verifiable, and Scalable Outsourcing Computation Scheme Based on Blockchain	32
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution	32
Multi-Antenna Signal Masking and Round-Trip Transmission for Privacy-Preserving Wireless Sensing	32
An Efficient Identity-Based Provable Data Possession Protocol With Compressed Cloud Storage	32
PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark	32
Bitcoin-Compatible Privacy-Preserving Multi-Party Payment Channels Supporting Variable Amounts	32
Comments on “Privacy-Enhanced Federated Learning Against Poisoning Adversaries”	32
Quantization Noise as an Asset: Optimizing Physical Layer Security With Sigma-Delta Modulation	32
CoSwinVIT: A Vision Transformer for Enhanced Uniform Spectrum Response in Specific Emitter Identification	32
A Synthetic Data-Assisted Satellite Terrestrial Integrated Network Intrusion Detection Framework	32
Lightweight Dynamic Conjunctive Keyword Searchable Encryption With Result Pattern Hiding	32
Detecting Lifecycle-Related Concurrency Bugs in ROS Programs via Coverage-Guided Fuzzing	32
Encrypted and Compressed Key-Value Store With Pattern-Analysis Security in Cloud Systems	32
Intra-Domain Knowledge Reuse Assisted Reinforcement Learning for Fast Anti-Jamming Communication	31
Bi-Stream Coteaching Network for Weakly-Supervised Deepfake Localization in Videos	31
Joint Transmissive and Reflective RIS-Aided Secure MIMO Systems Design Under Spatially-Correlated Angular Uncertainty and Coupled PSEs	31
Everything Under Control: Secure Data Sharing Mechanism for Cloud-Edge Computing	31
Online Writer Retrieval With Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach	31
Titan: Security Analysis of Large-Scale Hardware Obfuscation Using Graph Neural Networks	30
Privacy-Preserving Authentication for Unlinkable Avatars in the Metaverse	30
Joint Holistic and Masked Face Recognition	30
Analog Secret Sharing With Applications to Private Distributed Learning	30
Enabling Fraud Prediction on Preliminary Data Through Information Density Booster	30
Signed Latent Factors for Spamming Activity Detection	30
Specific Emitter Identification via Sparse Bayesian Learning Versus Model-Agnostic Meta-Learning	30
Breaking XOR Arbiter PUFs With Chosen Challenge Attack	30
PowerGuard: Using Power Side-Channel Signals to Secure Motion Controllers in ICS	29
Revealing the Secrets of Radio Embedded Systems: Extraction of Raw Information via RF	29
APIVADS: A Novel Privacy-Preserving Pivot Attack Detection Scheme Based on Statistical Pattern Recognition	29
Efficient Verifiable Protocol for Privacy-Preserving Aggregation in Federated Learning	29
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach	29
DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning	29
Intrusion Detection for Internet of Things: An Anchor Graph Clustering Approach	29
Nighttime Person Re-Identification via Collaborative Enhancement Network With Multi-Domain Learning	28
CHERUBIM: A Secure and Highly Parallel Cross-Shard Consensus Using Quadruple Pipelined Two-Phase Commit for Sharding Blockchains	28
Data-Agnostic Model Poisoning Against Federated Learning: A Graph Autoencoder Approach	28
Parallel PAM for Secure Transmission	28
Redactable Blockchain From Decentralized Chameleon Hash Functions	28
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation	28
RTrap: Trapping and Containing Ransomware With Machine Learning	28
Privacy-Preserving Aggregation-Authentication Scheme for Safety Warning System in Fog-Cloud Based VANET	28
ALScA: A Framework for Using Auxiliary Learning Side-Channel Attacks to Model PUFs	28
Enabling Efficient and Strong Privacy-Preserving Truth Discovery in Mobile Crowdsensing	28
SecureReID: Privacy-Preserving Anonymization for Person Re-Identification	28
TRacer: Scalable Graph-Based Transaction Tracing for Account-Based Blockchain Trading Systems	28
Comparing Different Membership Inference Attacks With a Comprehensive Benchmark	28
TIM: Enabling Large-Scale White-Box Testing on In-App Deep Learning Models	28
Toward Secure and Verifiable Hybrid Federated Learning	28
Unified Performance Evaluation Method for Perceptual Image Hashing	27
Adversarial Waveform Design for Wireless Transceivers Toward Intelligent Eavesdropping	27
GraphBGP: BGP Anomaly Detection Based on Dynamic Graph Learning	27
Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems	27
Supervised Enhancement for Fingertip OCT Images Based on Paired Dataset Generation Strategy	27
DeepCRF: Deep Learning-Enhanced CSI-Based RF Fingerprinting for Channel-Resilient WiFi Device Identification	27
Fine-Grained Question-Level Deception Detection via Graph-Based Learning and Cross-Modal Fusion	27
PkT-SIN: A Secure Communication Protocol for Space Information Networks With Periodic k-Time Anonymous Authentication	27
ASRL: Adaptive Swarm Reinforcement Learning for Enhanced OSN Intrusion Detection	27
Secure and Privacy-Preserving Distributed Kalman Filtering for Sensor Networks With Event-Triggered Mechanism	27
Divide and Conquer: Frequency-Aware Contrastive Adversarial Training for Robust Point Cloud Classification	27
Nebula: Self-Attention for Dynamic Malware Analysis	27