IEEE Transactions on Information Forensics and Security

Article	Citations
High Resolution Fingerprint Retrieval Based on Pore Indexing and Graph Comparison	214
Low Complexity Byzantine-Resilient Federated Learning	181
CR-DAP: A Comprehensive and Regulatory Decentralized Anonymous Payment System	176
Uncoordinated Syntactic Privacy: A New Composable Metric for Multiple, Independent Data Publishing	116
Reinforcement Learning-Based Personalized Differentially Private Federated Learning	100
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification	99
Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack	96
BatchAuth: A Physical Layer Batch Authentication Scheme for Multiple Backscatter Devices	92
A Note on “Secure and Efficient Outsourcing of PCA-Based Face Recognition”	90
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification	88
Decision-Based Adversarial Attack With Frequency Mixup	87
A Decentralized Threshold Credential Management With Fine-Grained Authentication for VANETs	83
Minipatch: Undermining DNN-Based Website Fingerprinting With Adversarial Patches	81
Double-Layered Dual-Syndrome Trellis Codes Utilizing Channel Knowledge for Robust Steganography	80
PUF-Phenotype: A Robust and Noise-Resilient Approach to Aid Group-Based Authentication With DRAM-PUFs Using Machine Learning	80
BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing	79
A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State Estimation	78
Beyond Access Pattern: Efficient Volume-Hiding Multi-Range Queries Over Outsourced Data Services	78
Owner-Enabled Secure Authorized Keyword Search Over Encrypted Data With Flexible Metadata	77
Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning	74
Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code	73
On Message Authentication Channel Capacity Over a Wiretap Channel	73
Stealthy Backdoors as Compression Artifacts	72
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks	72
Practical Multi-Party Private Set Intersection Protocols	71

TCPP: Achieving Privacy-Preserving Trajectory Correlation With Differential Privacy	70
Multisource Heterogeneous Specific Emitter Identification Using Attention Mechanism-Based RFF Fusion Method	69
Multi-User Beam Training and Transmission Design for Covert Millimeter-Wave Communication	69
FVFSNet: Frequency-Spatial Coupling Network for Finger Vein Authentication	69
Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation	68
Outlier-Resistant Non-Fragile Control of Nonlinear Networked Systems Under DoS Attacks and Multi-Variable Event-Triggered SC Protocol	67
Attacking Mouse Dynamics Authentication Using Novel Wasserstein Conditional DCGAN	66
Seeing Traffic Paths: Encrypted Traffic Classification With Path Signature Features	66
Palm Vein Recognition Under Unconstrained and Weak-Cooperative Conditions	65
On the Impact of Pollution Attacks on Coding-Based Distributed Storage Systems	65
SGBoost: An Efficient and Privacy-Preserving Vertical Federated Tree Boosting Framework	64
Detecting Locally, Patching Globally: An End-to-End Framework for High Speed and Accurate Detection of Fingerprint Minutiae	64
Optimal Privacy-Aware Stochastic Sampling	63
Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval	63
The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter	62
GuessFuse: Hybrid Password Guessing With Multi-View	62
Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation	62
SIa-CBc: Sensitive Intent-Assisted and Crucial Behavior-Cognized Malware Detection Based on Human Brain Cognitive Theory	61
Adversarial RL-Based IDS for Evolving Data Environment in 6LoWPAN	59
CMXsafe: A Proxy Layer for Securing Internet-of-Things Communications	58
SecBNN: Efficient Secure Inference on Binary Neural Networks	57
Adversarial Examples Against WiFi Fingerprint-Based Localization in the Physical World	57
Attackers Are Not the Same! Unveiling the Impact of Feature Distribution on Label Inference Attacks	56
Analyze and Improve Differentially Private Federated Learning: A Model Robustness Perspective	56
Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection	55
Online Two-Stage Channel-Based Lightweight Authentication Method for Time-Varying Scenarios	55
No Time for Remodulation: A PHY Steganographic Symbiotic Channel Over Constant Envelope	55
FACOS: Enabling Privacy Protection Through Fine-Grained Access Control With On-Chain and Off-Chain System	54
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	54
Turritopsis: Practical Dynamic Asynchronous BFT	53
Anonymous and Efficient (t, n)-Threshold Ownership Transfer for Cloud EMRs Auditing	53
Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features	53
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks	52
Multi-Key Similar Data Search on Encrypted Storage With Secure Pay-Per-Query	51
Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness	50
Generative Adversarial Attacks Against Deep-Learning-Based Camera Model Identification	50
FLGuardian: Defending Against Model Poisoning Attacks via Fine-Grained Detection in Federated Learning	50
Group-Wise Verifiable Coded Computing Under Byzantine Attacks and Stragglers	50
NoLeaks: Differentially Private Causal Discovery Under Functional Causal Model	49
Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models	49
Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments	49
Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data	49
Reinforcement Learning Enabled Intelligent Energy Attack in Green IoT Networks	48
Generalized Autonomous Path Proxy Re-Encryption Scheme to Support Branch Functionality	48
Dangers Behind Charging VR Devices: Hidden Side Channel Attacks via Charging Cables	48
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach	47
Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection	47
Verifying in the Dark: Verifiable Machine Unlearning by Using Invisible Backdoor Triggers	47
A General Purpose Data and Query Privacy Preserving Protocol for Wireless Sensor Networks	46
EARVP: Efficient Aggregation for Federated Learning With Robustness, Verifiability, and Privacy	46

Efficiently Achieving Privacy Preservation and Poisoning Attack Resistance in Federated Learning	45
Corrections to “On the Security of a Revocable Cross-Domain Anonymous Authentication in IIoT”	45
Revisiting the Masking Strategy: A Side-Channel Attack on CRYSTALS-Kyber	45
Thwarting GNN-Based Attacks Against Logic Locking	45
Customized Transformer Adapter With Frequency Masking for Deepfake Detection	45
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization	44
LSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing	44
On Covert Communication Performance With Outdated CSI in Wireless Greedy Relay Systems	43
Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios	43
Event-Triggered Data-Driven Control for Nonlinear Systems Under Frequency-Duration-Constrained DoS Attacks	43
BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis	43
Data Quality Detection Mechanism Against Label Flipping Attacks in Federated Learning	43
Robust Visible-Infrared Person Re-Identification Based on Polymorphic Mask and Wavelet Graph Convolutional Network	42
Occlusion-Aware Human Mesh Model-Based Gait Recognition	42
Everybody’s Talkin’: Let Me Talk as You Want	42
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps	42
Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption	42
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 Intelligent Reflecting Surface-Based Attack Scheme Against Dual-Functional Radar and Communication Systems	40
GTAE-IDS: Graph Transformer-Based Autoencoder Framework for Real-Time Network Intrusion Detection	40
K-GetNID: Knowledge-Guided Graphs for Early and Transferable Network Intrusion Detection	40
SeIoT: Detecting Anomalous Semantics in Smart Homes via Knowledge Graph	39
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach	39
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks	38
Scanner-Hunter: An Effective ICS Scanning Group Identification System	38
Beyond Result Verification: Efficient Privacy-Preserving Spatial Keyword Query With Suppressed Leakage	38
An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques	38
Anti-Backdoor Model: A Novel Algorithm to Remove Backdoors in a Non-Invasive Way	38
An Opportunistic Power Control Scheme for Mitigating User Location Tracking Attacks in Cellular Networks	38
Synchronized Provable Data Possession Based on Blockchain for Digital Twin	38
Regression of Dense Distortion Field From a Single Fingerprint Image	37
SCAFinder: Formal Verification of Cache Fine-Grained Features for Side Channel Detection	37
Progressive Sub-Domain Information Mining for Single-Source Generalizable Gait Recognition	37
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification	37
Three Birds With One Stone: User Intention Understanding and Influential Neighbor Disclosure for Injection Attack Detection	35
Succinct Hash-Based Arbitrary-Range Proofs	35
iCoding: Countermeasure Against Interference and Eavesdropping in Wireless Communications	35
Proactively Verifying Quantitative Network Policy Across Unsafe and Unreliable Environments	34
Game-Theoretic Neyman-Pearson Detection to Combat Strategic Evasion	34
Pilot Spoofing Attack on the Downlink of Cell-Free Massive MIMO: From the Perspective of Adversaries	33
A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes	33
Reinforcement Learning-Based Tracking Control for Networked Control Systems With DoS Attacks	33
Extracting Private Training Data in Federated Learning From Clients	33
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing	33
Revisiting Gradient Regularization: Inject Robust Saliency-Aware Weight Bias for Adversarial Defense	33
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration	33
HELM: Navigating Homomorphic Encryption Through Gates and Lookup Tables	33
ColorVein: Colorful Cancelable Vein Biometrics	33
Toward Mobile Palmprint Recognition via Multi-View Hierarchical Graph Learning	33
Fast Privacy-Preserving Text Classification Based on Secure Multiparty Computation	32
Lavida: Large-Universe, Verifiable, and Dynamic Fine-Grained Access Control for E-Health Cloud	32
Type2Branch: Keystroke Biometrics Based on a Dual-Branch Architecture With Attention Mechanisms and Set2set Loss	32
LiSiam: Localization Invariance Siamese Network for Deepfake Detection	31
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction	31
A Precoding Perturbation Method in Geometric Optimization: Exploring Manifold Structure for Privacy and Efficiency	31
Toward Automated Field Semantics Inference for Binary Protocol Reverse Engineering	31
Building and Testing a Hidden-Password Online Password Manager	31
Secret Cracking and Security Enhancement for the Image Application of CRT-Based Secret Sharing	31
Wolverine: A Scalable and Transaction-Consistent Redactable Permissionless Blockchain	31
Data-Driven Dynamic Periodic Event-Triggered Control of Cyber-Physical Systems Under Packet Dropouts and DoS Attacks	30
ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection	30
BPVSE: Publicly Verifiable Searchable Encryption for Cloud-Assisted Electronic Health Records	30
ETD: An Efficient Time Delay Attack Detection Framework for UAV Networks	30
PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees	30
EVM-Shield: In-Contract State Access Control for Fast Vulnerability Detection and Prevention	30
LtRFT: Mitigate the Low-Rate Data Plane DDoS Attack With Learning-To-Rank Enabled Flow Tables	30
Smart App Attack: Hacking Deep Learning Models in Android Apps	30
A Canonical Data Transformation for Achieving Inter- and Within-Group Fairness	30
Fault Detection and Robust Security Control for Implicit Jump Systems Against Random FDI Attacks and Packet Loss Under Memorized Output-Perceptive Event-Triggered Protocol	30
PCSF: Privacy-Preserving Content-Based Spam Filter	30
Joint Transmissive and Reflective RIS-Aided Secure MIMO Systems Design Under Spatially-Correlated Angular Uncertainty and Coupled PSEs	29
AuditPCH: Auditable Payment Channel Hub With Privacy Protection	29
Signed Latent Factors for Spamming Activity Detection	29
An Efficient and Verifiable Encrypted Data Filtering Framework Over Large-Scale Storage in Cloud Edge	29
The Dark Forest: Understanding Security Risks of Cross-Party Delegated Resources in Mobile App-in-App Ecosystems	29
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation	29
Enabling Fraud Prediction on Preliminary Data Through Information Density Booster	29
Analog Secret Sharing With Applications to Private Distributed Learning	29
Optimal Client Selection of Federated Learning Based on Compressed Sensing	29

PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark	29
Online Writer Retrieval With Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach	29
Balanced Encoding of Near-Zero Correlation for an AES Implementation	29
Bi-Stream Coteaching Network for Weakly-Supervised Deepfake Localization in Videos	29
Joint Holistic and Masked Face Recognition	28
A Synthetic Data-Assisted Satellite Terrestrial Integrated Network Intrusion Detection Framework	28
TRacer: Scalable Graph-Based Transaction Tracing for Account-Based Blockchain Trading Systems	28
Specific Emitter Identification via Sparse Bayesian Learning Versus Model-Agnostic Meta-Learning	28
PowerGuard: Using Power Side-Channel Signals to Secure Motion Controllers in ICS	28
DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning	28
Healthcare Security: Post-Quantum Continuous Authentication With Behavioral Biometrics Using Vector Similarity Search	28
Comparing Different Membership Inference Attacks with a Comprehensive Benchmark	27
Enabling Efficient and Strong Privacy-Preserving Truth Discovery in Mobile Crowdsensing	27
Quantization Noise as an Asset: Optimizing Physical Layer Security with Sigma-Delta Modulation	27
CoSwinVIT: A Vision Transformer for Enhanced Uniform Spectrum Response in Specific Emitter Identification	27
Intrusion Detection for Internet of Things: An Anchor Graph Clustering Approach	27
Nighttime Person Re-Identification via Collaborative Enhancement Network With Multi-Domain Learning	27
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach	27
Data-Agnostic Model Poisoning Against Federated Learning: A Graph Autoencoder 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
SecureReID: Privacy-Preserving Anonymization for Person Re-Identification	27
Angle and Distance Discrimination by Utilizing Frequency Conversion Capability of STC-IRS for Covert Communications	27
Titan: Security Analysis of Large-Scale Hardware Obfuscation Using Graph Neural Networks	27
Intra-Domain Knowledge Reuse Assisted Reinforcement Learning for Fast Anti-Jamming Communication	27
Revealing the Secrets of Radio Embedded Systems: Extraction of Raw Information via RF	27
MalPacDetector: An LLM-Based Malicious NPM Package Detector	26
Multi-Antenna Signal Masking and Round-Trip Transmission for Privacy-Preserving Wireless Sensing	26
Bitcoin-Compatible Privacy-Preserving Multi-Party Payment Channels Supporting Variable Amounts	26
ProVFL: Property Inference Attacks against Vertical Federated Learning	26
Encrypted and Compressed Key-Value Store With Pattern-Analysis Security in Cloud Systems	26
Breaking XOR Arbiter PUFs With Chosen Challenge Attack	26
Efficient Verifiable Protocol for Privacy-Preserving Aggregation in Federated Learning	26
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution	26
CHERUBIM: A Secure and Highly Parallel Cross-Shard Consensus Using Quadruple Pipelined Two-Phase Commit for Sharding Blockchains	25
Everything Under Control: Secure Data Sharing Mechanism for Cloud-Edge Computing	25
Systematically Quantifying Cryptanalytic Nonlinearities in Strong PUFs	25
GuardBox: A High-Performance Middlebox Providing Confidentiality and Integrity for Packets	25
Libras: A Fair, Secure, Verifiable, and Scalable Outsourcing Computation Scheme Based on Blockchain	25
Privacy-Preserving Aggregation-Authentication Scheme for Safety Warning System in Fog-Cloud Based VANET	25
Key Agreement Using Physical Identifiers for Degraded and Less Noisy Authentication Channels	25
ECO-BIKE: Bridging the Gap Between PQC BIKE and GPU Acceleration	25
Comments on “Privacy-Enhanced Federated Learning Against Poisoning Adversaries”	25
An Efficient Identity-Based Provable Data Possession Protocol With Compressed Cloud Storage	25
From the Dialectical Perspective: Modeling and Exploiting of Hybrid Worm Propagation	25
Evaluating Security and Robustness for Split Federated Learning Against Poisoning Attacks	25
TIM: Enabling Large-Scale White-Box Testing on In-App Deep Learning Models	25
Self-Secure Capacity-Achieving Feedback Schemes of Gaussian Multiple-Access Wiretap Channels With Degraded Message Sets	24
Towards Effective Rotation Generalization in UAV Object Re-Identification	24
Online/Offline and History Indexing Identity-Based Fuzzy Message Detection	24
Information- and Coding-Theoretic Analysis of the RLWE/MLWE Channel	24
Device-Enhanced Password-Based Threshold Single-Sign-On Authentication	24
Discrete Spectral Encryption of Single-Carrier Signals With Pseudo Random Dynamic Keys	24
Scale-Invariant Adversarial Attack Against Arbitrary-Scale Super-Resolution	24
Joint Secure Beamforming and Power Splitting Design for MIMO Relay Assisted Over-the-Air Computation Networks With Imperfect CSI	24
Parallel PAM for Secure Transmission	24
Minimizing Adversarial Training Samples for Robust Image Classifiers: Analysis and Adversarial Example Generator Design	24
Dual-Server Boolean Data Retrieval for Highly-Scalable Secure File Sharing Services	24
Dispersed Pixel Perturbation-Based Imperceptible Backdoor Trigger for Image Classifier Models	23
GaitReload: A Reloading Framework for Defending Against On-Manifold Adversarial Gait Sequences	23
ALScA: A Framework for Using Auxiliary Learning Side-Channel Attacks to Model PUFs	23
On the Unbearable Lightness of FIPS 140–2 Randomness Tests	23
Query-Efficient Decision-Based Black-Box Patch Attack	23
ASRL: Adaptive Swarm Reinforcement Learning for Enhanced OSN Intrusion Detection	23
Robust Proxy: Improving Adversarial Robustness by Robust Proxy Learning	23
Dual Consistency-Constrained Learning for Unsupervised Visible-Infrared Person Re-Identification	23
Fine-Grained Question-Level Deception Detection via Graph-Based Learning and Cross-Modal Fusion	23
A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems	23
Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning	22
SStore: An Efficient and Secure Provable Data Auditing Platform for Cloud	22
Attention Consistency Refined Masked Frequency Forgery Representation for Generalizing Face Forgery Detection	22
Hypergraph Unlearning: A Size-Based Hyperedge Selection and Coverage Aggregation Approach	22
A GAN-Based Defense Framework Against Model Inversion Attacks	22
Toward Secure and Verifiable Hybrid Federated Learning	22
Supervised Enhancement for Fingertip OCT Images Based on Paired Dataset Generation Strategy	22
Subversion-Resistant and Consistent Attribute-Based Keyword Search for Secure Cloud Storage	21
Low Communication Secure Computation From Semi-Trusted Hardware	21
Secure Stabilization of Networked Lur’e Systems Suffering From DoS Attacks: A Resilient Memory-Based Event-Trigger Mechanism	21
Robust Generative Steganography for Image Hiding Using Concatenated Mappings	21
PkT-SIN: A Secure Communication Protocol for Space Information Networks With Periodic k-Time Anonymous Authentication	21
Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems	21
Nebula: Self-Attention for Dynamic Malware Analysis	21
Divide and Conquer: Frequency-Aware Contrastive Adversarial Training for Robust Point Cloud Classification	20
Maximizing Uncertainty for Federated Learning via Bayesian Optimization-Based Model Poisoning	20
ReTrial: Robust Encrypted Malicious Traffic Detection via Discriminative Relation Incorporation and Misleading Relation Correction	20
Categorical Inference Poisoning: Verifiable Defense Against Black-Box DNN Model Stealing Without Constraining Surrogate Data and Query Times	20
Unified Performance Evaluation Method for Perceptual Image Hashing	20
Perception-Driven Imperceptible Adversarial Attack Against Decision-Based Black-Box Models	20
On the Impact of Warden Collusion on Covert Communication in Wireless Networks	20
Embedding Secret Message in Chinese Characters via Glyph Perturbation and Style Transfer	20
Hodor: Robust Fine-Grained Information Flow Control With Full Data Traffic Protection for Cloud-Edge Computing	20
Redactable Blockchain From Decentralized Chameleon Hash Functions	20
Lightweight Privacy-Preserving GAN Framework for Model Training and Image Synthesis	20
Malicious Internet Entity Detection Using Local Graph Inference	20
From Control Application to Control Logic: PLC Decompile Framework for Industrial Control System	20