IEEE Transactions on Information Forensics and Security

Article	Citations
High Resolution Fingerprint Retrieval Based on Pore Indexing and Graph Comparison	232
CR-DAP: A Comprehensive and Regulatory Decentralized Anonymous Payment System	198
Uncoordinated Syntactic Privacy: A New Composable Metric for Multiple, Independent Data Publishing	191
Reinforcement Learning-Based Personalized Differentially Private Federated Learning	147
Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack	124
A Note on “Secure and Efficient Outsourcing of PCA-Based Face Recognition”	106
A Decentralized Threshold Credential Management With Fine-Grained Authentication for VANETs	105
Beyond Access Pattern: Efficient Volume-Hiding Multi-Range Queries Over Outsourced Data Services	101
Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation	99
Owner-Enabled Secure Authorized Keyword Search Over Encrypted Data With Flexible Metadata	98
Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning	95
Minipatch: Undermining DNN-Based Website Fingerprinting With Adversarial Patches	94
BatchAuth: A Physical Layer Batch Authentication Scheme for Multiple Backscatter Devices	93
Low Complexity Byzantine-Resilient Federated Learning	92
PUF-Phenotype: A Robust and Noise-Resilient Approach to Aid Group-Based Authentication With DRAM-PUFs Using Machine Learning	91
Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code	85
ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework	85
Multi-User Beam Training and Transmission Design for Covert Millimeter-Wave Communication	84
On Message Authentication Channel Capacity Over a Wiretap Channel	83
TCPP: Achieving Privacy-Preserving Trajectory Correlation With Differential Privacy	82
Double-Layered Dual-Syndrome Trellis Codes Utilizing Channel Knowledge for Robust Steganography	79
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification	79
Multisource Heterogeneous Specific Emitter Identification Using Attention Mechanism-Based RFF Fusion Method	79
Seeing Traffic Paths: Encrypted Traffic Classification With Path Signature Features	79
Outlier-Resistant Non-Fragile Control of Nonlinear Networked Systems Under DoS Attacks and Multi-Variable Event-Triggered SC Protocol	78

Citywide Multi-Step Crime Prediction via Context-Aware Bayesian Tensor Decomposition	77
A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State Estimation	74
FVFSNet: Frequency-Spatial Coupling Network for Finger Vein Authentication	74
Stealthy Backdoors as Compression Artifacts	74
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks	74
BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing	73
Practical Multi-Party Private Set Intersection Protocols	73
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification	73
Decision-Based Adversarial Attack With Frequency Mixup	73
Learnable Prompts With Neighbor-Aware Correction for Text-Based Person Search	72
On the Impact of Pollution Attacks on Coding-Based Distributed Storage Systems	72
On Covert Communication Performance With Outdated CSI in Wireless Greedy Relay Systems	70
Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation	70
Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection	69
Attacking Mouse Dynamics Authentication Using Novel Wasserstein Conditional DCGAN	68
Optimal Privacy-Aware Stochastic Sampling	68
Verifying in the Dark: Verifiable Machine Unlearning by Using Invisible Backdoor Triggers	67
CMXsafe: A Proxy Layer for Securing Internet-of-Things Communications	67
Detecting Locally, Patching Globally: An End-to-End Framework for High Speed and Accurate Detection of Fingerprint Minutiae	66
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps	65
Customized Transformer Adapter With Frequency Masking for Deepfake Detection	64
Dangers Behind Charging VR Devices: Hidden Side Channel Attacks via Charging Cables	64
Occlusion-Aware Human Mesh Model-Based Gait Recognition	62
Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection	62
Robust Visible-Infrared Person Re-Identification Based on Polymorphic Mask and Wavelet Graph Convolutional Network	61
Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models	61
SGBoost: An Efficient and Privacy-Preserving Vertical Federated Tree Boosting Framework	61
Event-Triggered Data-Driven Control for Nonlinear Systems Under Frequency-Duration-Constrained DoS Attacks	60
Adversarial RL-Based IDS for Evolving Data Environment in 6LoWPAN	60
Adversarial Examples Against WiFi Fingerprint-Based Localization in the Physical World	60
The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter	59
Thwarting GNN-Based Attacks Against Logic Locking	59
SIa-CBc: Sensitive Intent-Assisted and Crucial Behavior-Cognized Malware Detection Based on Human Brain Cognitive Theory	58
Attackers Are Not the Same! Unveiling the Impact of Feature Distribution on Label Inference Attacks	56
SecBNN: Efficient Secure Inference on Binary Neural Networks	56
Analyze and Improve Differentially Private Federated Learning: A Model Robustness Perspective	55
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	55
No Time for Remodulation: A PHY Steganographic Symbiotic Channel Over Constant Envelope	55
Online Two-Stage Channel-Based Lightweight Authentication Method for Time-Varying Scenarios	55
Anonymous and Efficient (t, n)-Threshold Ownership Transfer for Cloud EMRs Auditing	54
Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features	54
FACOS: Enabling Privacy Protection Through Fine-Grained Access Control With On-Chain and Off-Chain System	54
Turritopsis: Practical Dynamic Asynchronous BFT	53
Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness	52
Group-Wise Verifiable Coded Computing Under Byzantine Attacks and Stragglers	52
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization	52
Efficiently Achieving Privacy Preservation and Poisoning Attack Resistance in Federated Learning	52
Multi-Key Similar Data Search on Encrypted Storage With Secure Pay-Per-Query	52
Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data	52
NoLeaks: Differentially Private Causal Discovery Under Functional Causal Model	52

Generative Adversarial Attacks Against Deep- Learning-Based Camera Model Identification	51
Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms	51
G2V2former: Graph Guided Video Vision Transformer for Face Anti-Spoofing	51
BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis	50
Unknown Cyber Threat Discovery Empowered by Genetic Evolution without Prior Knowledge	50
Palm Vein Recognition Under Unconstrained and Weak-Cooperative Conditions	50
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks	50
Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments	48
Implicit Alignment-Based Cross-Modal Symbiotic Network for Text-to-Image Person Re-Identification	48
Reinforcement Learning Enabled Intelligent Energy Attack in Green IoT Networks	48
A General Purpose Data and Query Privacy Preserving Protocol for Wireless Sensor Networks	47
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach	47
Generalized Autonomous Path Proxy Re-Encryption Scheme to Support Branch Functionality	47
EARVP: Efficient Aggregation for Federated Learning With Robustness, Verifiability, and Privacy	47
Revisiting the Masking Strategy: A Side-Channel Attack on CRYSTALS-Kyber	46
Corrections to “On the Security of a Revocable Cross-Domain Anonymous Authentication in IIoT”	46
GuessFuse: Hybrid Password Guessing With Multi-View	45
Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios	45
The Implications of Insecure Use of Fonts Against PDF Documents and Web Pages	45
Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval	44
FLGuardian: Defending Against Model Poisoning Attacks via Fine-Grained Detection in Federated Learning	44
LSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing	44
Everybody’s Talkin’: Let Me Talk as You Want	44
Data Quality Detection Mechanism Against Label Flipping Attacks in Federated Learning	44
Scanner-Hunter: An Effective ICS Scanning Group Identification System	43
An Intelligent Reflecting Surface-Based Attack Scheme Against Dual-Functional Radar and Communication Systems	43
Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption	43
Lightweight Multi-User Public-Key Authenticated Encryption With Keyword Search	43
K-GetNID: Knowledge-Guided Graphs for Early and Transferable Network Intrusion Detection	42
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach	42
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks	41
Progressive Sub-Domain Information Mining for Single-Source Generalizable Gait Recognition	41
An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques	41
Game-Theoretic Neyman-Pearson Detection to Combat Strategic Evasion	40
Three Birds With One Stone: User Intention Understanding and Influential Neighbor Disclosure for Injection Attack Detection	40
Succinct Hash-Based Arbitrary-Range Proofs	40
SCAFinder: Formal Verification of Cache Fine-Grained Features for Side Channel Detection	40
iCoding: Countermeasure Against Interference and Eavesdropping in Wireless Communications	40
Pilot Spoofing Attack on the Downlink of Cell-Free Massive MIMO: From the Perspective of Adversaries	39
Proactively Verifying Quantitative Network Policy Across Unsafe and Unreliable Environments	39
AuthScatter: Accurate, Robust, and Scalable Mutual Authentication in Physical Layer for Backscatter Communications	38
HELM: Navigating Homomorphic Encryption Through Gates and Lookup Tables	38
Extracting Private Training Data in Federated Learning From Clients	38
A Precoding Perturbation Method in Geometric Optimization: Exploring Manifold Structure for Privacy and Efficiency	38
A Canonical Data Transformation for Achieving Inter- and Within-Group Fairness	37
A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes	37
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing	37
ColorVein: Colorful Cancelable Vein Biometrics	37
Toward Automated Field Semantics Inference for Binary Protocol Reverse Engineering	37
Regression of Dense Distortion Field From a Single Fingerprint Image	37
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration	37
Type2Branch: Keystroke Biometrics Based on a Dual-Branch Architecture With Attention Mechanisms and Set2set Loss	37
GTAE-IDS: Graph Transformer-Based Autoencoder Framework for Real-Time Network Intrusion Detection	37
Secret Cracking and Security Enhancement for the Image Application of CRT-Based Secret Sharing	37
PCSF: Privacy-Preserving Content-Based Spam Filter	36
Revisiting Gradient Regularization: Inject Robust Saliency-Aware Weight Bias for Adversarial Defense	36
Synchronized Provable Data Possession Based on Blockchain for Digital Twin	36
An Opportunistic Power Control Scheme for Mitigating User Location Tracking Attacks in Cellular Networks	36
SeIoT: Detecting Anomalous Semantics in Smart Homes via Knowledge Graph	36
Fast Privacy-Preserving Text Classification Based on Secure Multiparty Computation	35
FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models	35
Smart App Attack: Hacking Deep Learning Models in Android Apps	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
PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees	35
Lavida: Large-Universe, Verifiable, and Dynamic Fine-Grained Access Control for E-Health Cloud	34
Data-Driven Dynamic Periodic Event-Triggered Control of Cyber-Physical Systems Under Packet Dropouts and DoS Attacks	34
Wolverine: A Scalable and Transaction-Consistent Redactable Permissionless Blockchain	34
LiSiam: Localization Invariance Siamese Network for Deepfake Detection	33
A Federated Learning-Based Lightweight Network With Zero Trust for UAV Authentication	33
Anti-Backdoor Model: A Novel Algorithm to Remove Backdoors in a Non-Invasive Way	33
RegPalm: Toward Large-Scale Open-Set Palmprint Recognition by Reducing Pattern Variance	33
Blockchain-Enabled Computing Offloading and Resource Allocation in Multi-UAVs MEC Network: A Stackelberg Game Learning Approach	33
Building and Testing a Hidden-Password Online Password Manager	33
BPVSE: Publicly Verifiable Searchable Encryption for Cloud-Assisted Electronic Health Records	33
EVM-Shield: In-Contract State Access Control for Fast Vulnerability Detection and Prevention	33
ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection	33
Toward Mobile Palmprint Recognition via Multi-View Hierarchical Graph Learning	33
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification	32
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction	32
Joint Transmissive and Reflective RIS-Aided Secure MIMO Systems Design Under Spatially-Correlated Angular Uncertainty and Coupled PSEs	32

Balanced Encoding of Near-Zero Correlation for an AES Implementation	32
Enabling Fraud Prediction on Preliminary Data Through Information Density Booster	32
LtRFT: Mitigate the Low-Rate Data Plane DDoS Attack With Learning-To-Rank Enabled Flow Tables	32
ETD: An Efficient Time Delay Attack Detection Framework for UAV Networks	32
Online Writer Retrieval With Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach	32
An Efficient and Verifiable Encrypted Data Filtering Framework Over Large-Scale Storage in Cloud Edge	32
Beyond Result Verification: Efficient Privacy-Preserving Spatial Keyword Query With Suppressed Leakage	32
Reinforcement Learning-Based Tracking Control for Networked Control Systems With DoS Attacks	32
AuditPCH: Auditable Payment Channel Hub With Privacy Protection	32
The Dark Forest: Understanding Security Risks of Cross-Party Delegated Resources in Mobile App-in-App Ecosystems	32
Optimal Client Selection of Federated Learning Based on Compressed Sensing	32
Comparing Different Membership Inference Attacks With a Comprehensive Benchmark	31
CoSwinVIT: A Vision Transformer for Enhanced Uniform Spectrum Response in Specific Emitter Identification	31
Healthcare Security: Post-Quantum Continuous Authentication With Behavioral Biometrics Using Vector Similarity Search	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
ProVFL: Property Inference Attacks Against Vertical Federated Learning	31
PowerGuard: Using Power Side-Channel Signals to Secure Motion Controllers in ICS	31
Bi-Stream Coteaching Network for Weakly-Supervised Deepfake Localization in Videos	31
Breaking XOR Arbiter PUFs With Chosen Challenge Attack	30
Intrusion Detection for Internet of Things: An Anchor Graph Clustering Approach	30
Bitcoin-Compatible Privacy-Preserving Multi-Party Payment Channels Supporting Variable Amounts	30
Revealing the Secrets of Radio Embedded Systems: Extraction of Raw Information via RF	30
Multi-Antenna Signal Masking and Round-Trip Transmission for Privacy-Preserving Wireless Sensing	30
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution	30
Nighttime Person Re-Identification via Collaborative Enhancement Network With Multi-Domain Learning	30
Specific Emitter Identification via Sparse Bayesian Learning Versus Model-Agnostic Meta-Learning	30
MalPacDetector: An LLM-Based Malicious NPM Package Detector	30
Detecting Lifecycle-Related Concurrency Bugs in ROS Programs via Coverage-Guided Fuzzing	29
Angle and Distance Discrimination by Utilizing Frequency Conversion Capability of STC-IRS for Covert Communications	29
PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark	29
Encrypted and Compressed Key-Value Store With Pattern-Analysis Security in Cloud Systems	29
Joint Holistic and Masked Face Recognition	29
Comments on “Privacy-Enhanced Federated Learning Against Poisoning Adversaries”	29
Quantization Noise as an Asset: Optimizing Physical Layer Security With Sigma-Delta Modulation	28
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach	28
DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning	28
Efficient Verifiable Protocol for Privacy-Preserving Aggregation in Federated Learning	28
Libras: A Fair, Secure, Verifiable, and Scalable Outsourcing Computation Scheme Based on Blockchain	28
RTrap: Trapping and Containing Ransomware With Machine Learning	28
Enabling Efficient and Strong Privacy-Preserving Truth Discovery in Mobile Crowdsensing	28
Everything Under Control: Secure Data Sharing Mechanism for Cloud-Edge Computing	28
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation	28
APIVADS: A Novel Privacy-Preserving Pivot Attack Detection Scheme Based on Statistical Pattern Recognition	28
SecureReID: Privacy-Preserving Anonymization for Person Re-Identification	27
A Synthetic Data-Assisted Satellite Terrestrial Integrated Network Intrusion Detection Framework	27
Signed Latent Factors for Spamming Activity Detection	27
TRacer: Scalable Graph-Based Transaction Tracing for Account-Based Blockchain Trading Systems	27
Privacy-Preserving Aggregation-Authentication Scheme for Safety Warning System in Fog-Cloud Based VANET	27
Intra-Domain Knowledge Reuse Assisted Reinforcement Learning for Fast Anti-Jamming Communication	27
Analog Secret Sharing With Applications to Private Distributed Learning	27
TIM: Enabling Large-Scale White-Box Testing on In-App Deep Learning Models	27
An Efficient Identity-Based Provable Data Possession Protocol With Compressed Cloud Storage	27
Disentangled Representation Learning for Robust Brainprint Recognition	27
CHERUBIM: A Secure and Highly Parallel Cross-Shard Consensus Using Quadruple Pipelined Two-Phase Commit for Sharding Blockchains	27
GuardBox: A High-Performance Middlebox Providing Confidentiality and Integrity for Packets	26
Towards Effective Rotation Generalization in UAV Object Re-Identification	26
Hypergraph Unlearning: A Size-Based Hyperedge Selection and Coverage Aggregation Approach	26
Robust Generative Steganography for Image Hiding Using Concatenated Mappings	26
Key Agreement Using Physical Identifiers for Degraded and Less Noisy Authentication Channels	26
Parallel PAM for Secure Transmission	26
Systematically Quantifying Cryptanalytic Nonlinearities in Strong PUFs	26
Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems	26
Evaluating Security and Robustness for Split Federated Learning Against Poisoning Attacks	26
Perception-Driven Imperceptible Adversarial Attack Against Decision-Based Black-Box Models	26
An Adaptability-Enhanced Few-Shot Website Fingerprinting Attack Based on Collusion	26
DeepCRF: Deep Learning-Enhanced CSI-Based RF Fingerprinting for Channel-Resilient WiFi Device Identification	26
SStore: An Efficient and Secure Provable Data Auditing Platform for Cloud	25
Self-Secure Capacity-Achieving Feedback Schemes of Gaussian Multiple-Access Wiretap Channels With Degraded Message Sets	25
A Novel RFID Authentication Protocol Based on a Block-Order-Modulus Variable Matrix Encryption Algorithm	25
PkT-SIN: A Secure Communication Protocol for Space Information Networks With Periodic k-Time Anonymous Authentication	25
EMFuzz: Use Electromagnetic Fuzzing for Automated Attack Surface Assessment of Actuators	25
Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning	25
An SNR-Aware Feature Reconstruction Method in Radio Frequency Fingerprint Identification	25
Secure Stabilization of Networked Lur’e Systems Suffering From DoS Attacks: A Resilient Memory-Based Event-Trigger Mechanism	24
Dual Consistency-Constrained Learning for Unsupervised Visible-Infrared Person Re-Identification	24
On the Unbearable Lightness of FIPS 140–2 Randomness Tests	24
ALScA: A Framework for Using Auxiliary Learning Side-Channel Attacks to Model PUFs	24
From the Dialectical Perspective: Modeling and Exploiting of Hybrid Worm Propagation	24
ECO-BIKE: Bridging the Gap Between PQC BIKE and GPU Acceleration	24
A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems	24
A GAN-Based Defense Framework Against Model Inversion Attacks	24
Efficient Byzantine Broadcast From Succinct Erasure Coding Proof System	24
Dual-Server Boolean Data Retrieval for Highly-Scalable Secure File Sharing Services	23
GaitReload: A Reloading Framework for Defending Against On-Manifold Adversarial Gait Sequences	23
Fine-Grained Question-Level Deception Detection via Graph-Based Learning and Cross-Modal Fusion	23
Low Communication Secure Computation From Semi-Trusted Hardware	23
Robust Proxy: Improving Adversarial Robustness by Robust Proxy Learning	23
Scale-Invariant Adversarial Attack Against Arbitrary-Scale Super-Resolution	23
Supervised Enhancement for Fingertip OCT Images Based on Paired Dataset Generation Strategy	23
Device-Enhanced Password-Based Threshold Single-Sign-On Authentication	23
Online/Offline and History Indexing Identity-Based Fuzzy Message Detection	23
ASRL: Adaptive Swarm Reinforcement Learning for Enhanced OSN Intrusion Detection	23
Unified Performance Evaluation Method for Perceptual Image Hashing	23
Subversion-Resistant and Consistent Attribute-Based Keyword Search for Secure Cloud Storage	23