IEEE Transactions on Information Forensics and Security

Article	Citations
High Resolution Fingerprint Retrieval Based on Pore Indexing and Graph Comparison	225
CR-DAP: A Comprehensive and Regulatory Decentralized Anonymous Payment System	193
Uncoordinated Syntactic Privacy: A New Composable Metric for Multiple, Independent Data Publishing	185
Reinforcement Learning-Based Personalized Differentially Private Federated Learning	120
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification	118
Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack	104
A Decentralized Threshold Credential Management With Fine-Grained Authentication for VANETs	97
A Note on “Secure and Efficient Outsourcing of PCA-Based Face Recognition”	97
Beyond Access Pattern: Efficient Volume-Hiding Multi-Range Queries Over Outsourced Data Services	96
Owner-Enabled Secure Authorized Keyword Search Over Encrypted Data With Flexible Metadata	93
Decision-Based Adversarial Attack With Frequency Mixup	92
Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation	89
BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing	89
FVFSNet: Frequency-Spatial Coupling Network for Finger Vein Authentication	85
Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning	83
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks	83
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification	82
A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State Estimation	81
Stealthy Backdoors as Compression Artifacts	80
Multi-User Beam Training and Transmission Design for Covert Millimeter-Wave Communication	79
TCPP: Achieving Privacy-Preserving Trajectory Correlation With Differential Privacy	78
On Message Authentication Channel Capacity Over a Wiretap Channel	77
Practical Multi-Party Private Set Intersection Protocols	75
Minipatch: Undermining DNN-Based Website Fingerprinting With Adversarial Patches	74
Seeing Traffic Paths: Encrypted Traffic Classification With Path Signature Features	74

Outlier-Resistant Non-Fragile Control of Nonlinear Networked Systems Under DoS Attacks and Multi-Variable Event-Triggered SC Protocol	74
Double-Layered Dual-Syndrome Trellis Codes Utilizing Channel Knowledge for Robust Steganography	73
PUF-Phenotype: A Robust and Noise-Resilient Approach to Aid Group-Based Authentication With DRAM-PUFs Using Machine Learning	72
Low Complexity Byzantine-Resilient Federated Learning	72
Multisource Heterogeneous Specific Emitter Identification Using Attention Mechanism-Based RFF Fusion Method	71
ROBY: A Byzantine-robust and Privacy-preserving Serverless Federated Learning Framework	70
Citywide Multi-Step Crime Prediction via Context-Aware Bayesian Tensor Decomposition	70
Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code	70
BatchAuth: A Physical Layer Batch Authentication Scheme for Multiple Backscatter Devices	69
On the Impact of Pollution Attacks on Coding-Based Distributed Storage Systems	68
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps	67
Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation	67
SGBoost: An Efficient and Privacy-Preserving Vertical Federated Tree Boosting Framework	67
Palm Vein Recognition Under Unconstrained and Weak-Cooperative Conditions	66
On Covert Communication Performance With Outdated CSI in Wireless Greedy Relay Systems	65
Verifying in the Dark: Verifiable Machine Unlearning by Using Invisible Backdoor Triggers	64
Adversarial RL-Based IDS for Evolving Data Environment in 6LoWPAN	64
Attacking Mouse Dynamics Authentication Using Novel Wasserstein Conditional DCGAN	63
Optimal Privacy-Aware Stochastic Sampling	63
Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection	63
Occlusion-Aware Human Mesh Model-Based Gait Recognition	60
SIa-CBc: Sensitive Intent-Assisted and Crucial Behavior-Cognized Malware Detection Based on Human Brain Cognitive Theory	59
The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter	59
CMXsafe: A Proxy Layer for Securing Internet-of-Things Communications	58
Attackers Are Not the Same! Unveiling the Impact of Feature Distribution on Label Inference Attacks	58
SecBNN: Efficient Secure Inference on Binary Neural Networks	58
Analyze and Improve Differentially Private Federated Learning: A Model Robustness Perspective	57
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	56
No Time for Remodulation: A PHY Steganographic Symbiotic Channel Over Constant Envelope	56
Online Two-Stage Channel-Based Lightweight Authentication Method for Time-Varying Scenarios	56
Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features	55
Turritopsis: Practical Dynamic Asynchronous BFT	55
FACOS: Enabling Privacy Protection Through Fine-Grained Access Control With On-Chain and Off-Chain System	55
Anonymous and Efficient (t, n)-Threshold Ownership Transfer for Cloud EMRs Auditing	55
FLGuardian: Defending Against Model Poisoning Attacks via Fine-Grained Detection in Federated Learning	54
Multi-Key Similar Data Search on Encrypted Storage With Secure Pay-Per-Query	53
EARVP: Efficient Aggregation for Federated Learning With Robustness, Verifiability, and Privacy	52
Reinforcement Learning Enabled Intelligent Energy Attack in Green IoT Networks	52
BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis	52
Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments	52
Thwarting GNN-Based Attacks Against Logic Locking	51
Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios	50
Revisiting the Masking Strategy: A Side-Channel Attack on CRYSTALS-Kyber	50
Customized Transformer Adapter With Frequency Masking for Deepfake Detection	50
Corrections to “On the Security of a Revocable Cross-Domain Anonymous Authentication in IIoT”	50
A General Purpose Data and Query Privacy Preserving Protocol for Wireless Sensor Networks	49
Generalized Autonomous Path Proxy Re-Encryption Scheme to Support Branch Functionality	49
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach	49
G2V2former: Graph Guided Video Vision Transformer for Face Anti-Spoofing	48
Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection	48

Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval	47
Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms	47
Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption	47
NoLeaks: Differentially Private Causal Discovery Under Functional Causal Model	47
Data Quality Detection Mechanism Against Label Flipping Attacks in Federated Learning	47
Group-Wise Verifiable Coded Computing Under Byzantine Attacks and Stragglers	47
LSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing	46
GuessFuse: Hybrid Password Guessing With Multi-View	46
Robust Visible-Infrared Person Re-Identification Based on Polymorphic Mask and Wavelet Graph Convolutional Network	46
Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness	46
Efficiently Achieving Privacy Preservation and Poisoning Attack Resistance in Federated Learning	46
Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data	45
Detecting Locally, Patching Globally: An End-to-End Framework for High Speed and Accurate Detection of Fingerprint Minutiae	45
Unknown Cyber Threat Discovery Empowered by Genetic Evolution without Prior Knowledge	44
Implicit Alignment-Based Cross-Modal Symbiotic Network for Text-to-Image Person Re-Identification	44
Dangers Behind Charging VR Devices: Hidden Side Channel Attacks via Charging Cables	43
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks	43
Generative Adversarial Attacks Against Deep- Learning-Based Camera Model Identification	43
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization	43
Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models	42
Event-Triggered Data-Driven Control for Nonlinear Systems Under Frequency-Duration-Constrained DoS Attacks	42
Adversarial Examples Against WiFi Fingerprint-Based Localization in the Physical World	42
Everybody’s Talkin’: Let Me Talk as You Want	41
Blockchain-Enabled Computing Offloading and Resource Allocation in Multi-UAVs MEC Network: A Stackelberg Game Learning Approach	41
Lightweight Multi-User Public-Key Authenticated Encryption With Keyword Search	41
An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques	40
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach	40
K-GetNID: Knowledge-Guided Graphs for Early and Transferable Network Intrusion Detection	40
An Intelligent Reflecting Surface-Based Attack Scheme Against Dual-Functional Radar and Communication Systems	40
An Opportunistic Power Control Scheme for Mitigating User Location Tracking Attacks in Cellular Networks	40
Scanner-Hunter: An Effective ICS Scanning Group Identification System	39
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks	39
Lavida: Large-Universe, Verifiable, and Dynamic Fine-Grained Access Control for E-Health Cloud	39
Secret Cracking and Security Enhancement for the Image Application of CRT-Based Secret Sharing	38
SeIoT: Detecting Anomalous Semantics in Smart Homes via Knowledge Graph	37
Toward Mobile Palmprint Recognition via Multi-View Hierarchical Graph Learning	37
LtRFT: Mitigate the Low-Rate Data Plane DDoS Attack With Learning-To-Rank Enabled Flow Tables	37
Fast Privacy-Preserving Text Classification Based on Secure Multiparty Computation	37
EVM-Shield: In-Contract State Access Control for Fast Vulnerability Detection and Prevention	37
Regression of Dense Distortion Field From a Single Fingerprint Image	37
Building and Testing a Hidden-Password Online Password Manager	36
BPVSE: Publicly Verifiable Searchable Encryption for Cloud-Assisted Electronic Health Records	36
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing	36
Anti-Backdoor Model: A Novel Algorithm to Remove Backdoors in a Non-Invasive Way	36
A Federated Learning-Based Lightweight Network With Zero Trust for UAV Authentication	36
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration	36
SCAFinder: Formal Verification of Cache Fine-Grained Features for Side Channel Detection	35
iCoding: Countermeasure Against Interference and Eavesdropping in Wireless Communications	35
RegPalm: Towards Large-Scale Open-Set Palmprint Recognition by Reducing Pattern Variance	35
Three Birds With One Stone: User Intention Understanding and Influential Neighbor Disclosure for Injection Attack Detection	35
Revisiting Gradient Regularization: Inject Robust Saliency-Aware Weight Bias for Adversarial Defense	35
Succinct Hash-Based Arbitrary-Range Proofs	34
Pilot Spoofing Attack on the Downlink of Cell-Free Massive MIMO: From the Perspective of Adversaries	34
Extracting Private Training Data in Federated Learning From Clients	34
Game-Theoretic Neyman-Pearson Detection to Combat Strategic Evasion	34
Type2Branch: Keystroke Biometrics Based on a Dual-Branch Architecture With Attention Mechanisms and Set2set Loss	34
Proactively Verifying Quantitative Network Policy Across Unsafe and Unreliable Environments	34
ColorVein: Colorful Cancelable Vein Biometrics	34
Smart App Attack: Hacking Deep Learning Models in Android Apps	32
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction	32
Data-Driven Dynamic Periodic Event-Triggered Control of Cyber-Physical Systems Under Packet Dropouts and DoS Attacks	32
LiSiam: Localization Invariance Siamese Network for Deepfake Detection	32
AuthScatter: Accurate, Robust, and Scalable Mutual Authentication in Physical Layer for Backscatter Communications	32
A Precoding Perturbation Method in Geometric Optimization: Exploring Manifold Structure for Privacy and Efficiency	32
A Canonical Data Transformation for Achieving Inter- and Within-Group Fairness	32
Toward Automated Field Semantics Inference for Binary Protocol Reverse Engineering	32
PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees	32
ETD: An Efficient Time Delay Attack Detection Framework for UAV Networks	32
PCSF: Privacy-Preserving Content-Based Spam Filter	32
Beyond Result Verification: Efficient Privacy-Preserving Spatial Keyword Query With Suppressed Leakage	31
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification	31
GTAE-IDS: Graph Transformer-Based Autoencoder Framework for Real-Time Network Intrusion Detection	31
Fault Detection and Robust Security Control for Implicit Jump Systems Against Random FDI Attacks and Packet Loss Under Memorized Output-Perceptive Event-Triggered Protocol	31
A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes	31
Synchronized Provable Data Possession Based on Blockchain for Digital Twin	31
HELM: Navigating Homomorphic Encryption Through Gates and Lookup Tables	31
Wolverine: A Scalable and Transaction-Consistent Redactable Permissionless Blockchain	31
Joint Transmissive and Reflective RIS-Aided Secure MIMO Systems Design Under Spatially-Correlated Angular Uncertainty and Coupled PSEs	30
Progressive Sub-Domain Information Mining for Single-Source Generalizable Gait Recognition	30
AuditPCH: Auditable Payment Channel Hub With Privacy Protection	30

Signed Latent Factors for Spamming Activity Detection	30
Enabling Fraud Prediction on Preliminary Data Through Information Density Booster	30
ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection	30
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation	30
Balanced Encoding of Near-Zero Correlation for an AES Implementation	30
The Dark Forest: Understanding Security Risks of Cross-Party Delegated Resources in Mobile App-in-App Ecosystems	30
Analog Secret Sharing With Applications to Private Distributed Learning	30
Reinforcement Learning-Based Tracking Control for Networked Control Systems With DoS Attacks	30
Online Writer Retrieval With Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach	30
An Efficient and Verifiable Encrypted Data Filtering Framework Over Large-Scale Storage in Cloud Edge	30
Specific Emitter Identification via Sparse Bayesian Learning Versus Model-Agnostic Meta-Learning	29
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution	29
Healthcare Security: Post-Quantum Continuous Authentication With Behavioral Biometrics Using Vector Similarity Search	29
PowerGuard: Using Power Side-Channel Signals to Secure Motion Controllers in ICS	29
Bitcoin-Compatible Privacy-Preserving Multi-Party Payment Channels Supporting Variable Amounts	29
Bi-Stream Coteaching Network for Weakly-Supervised Deepfake Localization in Videos	29
A Synthetic Data-Assisted Satellite Terrestrial Integrated Network Intrusion Detection Framework	29
Data-Agnostic Model Poisoning Against Federated Learning: A Graph Autoencoder Approach	29
MalPacDetector: An LLM-Based Malicious NPM Package Detector	29
Optimal Client Selection of Federated Learning Based on Compressed Sensing	29
Encrypted and Compressed Key-Value Store With Pattern-Analysis Security in Cloud Systems	28
ProVFL: Property Inference Attacks Against Vertical Federated Learning	28
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach	28
Libras: A Fair, Secure, Verifiable, and Scalable Outsourcing Computation Scheme Based on Blockchain	28
Quantization Noise as an Asset: Optimizing Physical Layer Security With Sigma-Delta Modulation	28
Titan: Security Analysis of Large-Scale Hardware Obfuscation Using Graph Neural Networks	28
Multi-Antenna Signal Masking and Round-Trip Transmission for Privacy-Preserving Wireless Sensing	28
CoSwinVIT: A Vision Transformer for Enhanced Uniform Spectrum Response in Specific Emitter Identification	28
Angle and Distance Discrimination by Utilizing Frequency Conversion Capability of STC-IRS for Covert Communications	28
Comparing Different Membership Inference Attacks With a Comprehensive Benchmark	28
Nighttime Person Re-Identification via Collaborative Enhancement Network With Multi-Domain Learning	27
Intra-Domain Knowledge Reuse Assisted Reinforcement Learning for Fast Anti-Jamming Communication	27
Enabling Efficient and Strong Privacy-Preserving Truth Discovery in Mobile Crowdsensing	27
Revealing the Secrets of Radio Embedded Systems: Extraction of Raw Information via RF	27
Breaking XOR Arbiter PUFs With Chosen Challenge Attack	27
DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning	27
Intrusion Detection for Internet of Things: An Anchor Graph Clustering Approach	27
APIVADS: A Novel Privacy-Preserving Pivot Attack Detection Scheme Based on Statistical Pattern Recognition	27
RTrap: Trapping and Containing Ransomware With Machine Learning	27
CHERUBIM: A Secure and Highly Parallel Cross-Shard Consensus Using Quadruple Pipelined Two-Phase Commit for Sharding Blockchains	26
PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark	26
Privacy-Preserving Aggregation-Authentication Scheme for Safety Warning System in Fog-Cloud Based VANET	26
Comments on “Privacy-Enhanced Federated Learning Against Poisoning Adversaries”	26
TRacer: Scalable Graph-Based Transaction Tracing for Account-Based Blockchain Trading Systems	26
Efficient Verifiable Protocol for Privacy-Preserving Aggregation in Federated Learning	26
SecureReID: Privacy-Preserving Anonymization for Person Re-Identification	26
Detecting Lifecycle-Related Concurrency Bugs in ROS Programs via Coverage-Guided Fuzzing	26
Everything Under Control: Secure Data Sharing Mechanism for Cloud-Edge Computing	26
Joint Holistic and Masked Face Recognition	26
An Efficient Identity-Based Provable Data Possession Protocol With Compressed Cloud Storage	26
A GAN-Based Defense Framework Against Model Inversion Attacks	25
Systematically Quantifying Cryptanalytic Nonlinearities in Strong PUFs	25
TIM: Enabling Large-Scale White-Box Testing on In-App Deep Learning Models	25
Secure and Privacy-Preserving Distributed Kalman Filtering for Sensor Networks With Event-Triggered Mechanism	25
From the Dialectical Perspective: Modeling and Exploiting of Hybrid Worm Propagation	25
Key Agreement Using Physical Identifiers for Degraded and Less Noisy Authentication Channels	25
Parallel PAM for Secure Transmission	25
Efficient Byzantine Broadcast from Succinct Erasure Coding Proof System	25
GuardBox: A High-Performance Middlebox Providing Confidentiality and Integrity for Packets	25
Evaluating Security and Robustness for Split Federated Learning Against Poisoning Attacks	25
Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning	24
An Adaptability-Enhanced Few-Shot Website Fingerprinting Attack Based on Collusion	24
Dynamic Analysis of Multiplex Networks With Hybrid Maintenance Strategies	24
Perception-Driven Imperceptible Adversarial Attack Against Decision-Based Black-Box Models	24
A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems	24
Towards Effective Rotation Generalization in UAV Object Re-Identification	24
An SNR-Aware Feature Reconstruction Method in Radio Frequency Fingerprint Identification	24
Comprehensive Android Malware Detection Based on Federated Learning Architecture	24
ECO-BIKE: Bridging the Gap Between PQC BIKE and GPU Acceleration	24
Robust Generative Steganography for Image Hiding Using Concatenated Mappings	24
DeepCRF: Deep Learning-Enhanced CSI-Based RF Fingerprinting for Channel-Resilient WiFi Device Identification	23
Online/Offline and History Indexing Identity-Based Fuzzy Message Detection	23
Information- and Coding-Theoretic Analysis of the RLWE/MLWE Channel	23
Robust Proxy: Improving Adversarial Robustness by Robust Proxy Learning	23
Hypergraph Unlearning: A Size-Based Hyperedge Selection and Coverage Aggregation Approach	23
Dual-Server Boolean Data Retrieval for Highly-Scalable Secure File Sharing Services	23
ALScA: A Framework for Using Auxiliary Learning Side-Channel Attacks to Model PUFs	23
Joint Secure Beamforming and Power Splitting Design for MIMO Relay Assisted Over-the-Air Computation Networks With Imperfect CSI	23
Scale-Invariant Adversarial Attack Against Arbitrary-Scale Super-Resolution	23
On the Unbearable Lightness of FIPS 140–2 Randomness Tests	23
PkT-SIN: A Secure Communication Protocol for Space Information Networks With Periodic k-Time Anonymous Authentication	22
Capacity-Achieving Coding Schemes of Gaussian Finite-State Markov Wiretap Channels With Delayed Feedback	22
GaitReload: A Reloading Framework for Defending Against On-Manifold Adversarial Gait Sequences	22
ASRL: Adaptive Swarm Reinforcement Learning for Enhanced OSN Intrusion Detection	22
Unified Performance Evaluation Method for Perceptual Image Hashing	22
Dual Consistency-Constrained Learning for Unsupervised Visible-Infrared Person Re-Identification	22
Device-Enhanced Password-Based Threshold Single-Sign-On Authentication	22
Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems	22
Minimizing Adversarial Training Samples for Robust Image Classifiers: Analysis and Adversarial Example Generator Design	22
Divide and Conquer: Frequency-Aware Contrastive Adversarial Training for Robust Point Cloud Classification	21
Query-Efficient Decision-Based Black-Box Patch Attack	21
A Lightweight Transformer-Based Approach of Specific Emitter Identification for the Automatic Identification System	21
Redactable Blockchain From Decentralized Chameleon Hash Functions	21
Toward Secure and Verifiable Hybrid Federated Learning	21
Secure Stabilization of Networked Lur’e Systems Suffering From DoS Attacks: A Resilient Memory-Based Event-Trigger Mechanism	21