IEEE Transactions on Information Forensics and Security

Article	Citations
Citywide Multi-Step Crime Prediction via Context-Aware Bayesian Tensor Decomposition	246
Beyond Access Pattern: Efficient Volume-Hiding Multi-Range Queries Over Outsourced Data Services	210
Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack	203
CR-DAP: A Comprehensive and Regulatory Decentralized Anonymous Payment System	164
Uncoordinated Syntactic Privacy: A New Composable Metric for Multiple, Independent Data Publishing	128
Reinforcement Learning-Based Personalized Differentially Private Federated Learning	115
A Note on “Secure and Efficient Outsourcing of PCA-Based Face Recognition”	110
High Resolution Fingerprint Retrieval Based on Pore Indexing and Graph Comparison	106
A Decentralized Threshold Credential Management With Fine-Grained Authentication for VANETs	106
Outlier-Resistant Non-Fragile Control of Nonlinear Networked Systems Under DoS Attacks and Multi-Variable Event-Triggered SC Protocol	104
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks	103
Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code	99
ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework	96
BatchAuth: A Physical Layer Batch Authentication Scheme for Multiple Backscatter Devices	95
TCPP: Achieving Privacy-Preserving Trajectory Correlation With Differential Privacy	92
PUF-Phenotype: A Robust and Noise-Resilient Approach to Aid Group-Based Authentication With DRAM-PUFs Using Machine Learning	90
Low Complexity Byzantine-Resilient Federated Learning	89
FADE: A Dataset for Detecting Falling Objects Around Buildings in Video	87
SSME: A Semi-Supervised Specific Emitter Identification Method with Manifold Enhancement	87
sBugChecker: A Systematic Framework for Detecting Solidity Compiler-Introduced Bugs	86
Multi-User Beam Training and Transmission Design for Covert Millimeter-Wave Communication	85
Decision-Based Adversarial Attack With Frequency Mixup	84
PCSR: Enabling Cross-Modal Semantic Retrieval With Privacy Preservation	83
Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation	83
Double-Layered Dual-Syndrome Trellis Codes Utilizing Channel Knowledge for Robust Steganography	82

BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing	82
Stealthy Backdoors as Compression Artifacts	81
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification	80
A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State Estimation	80
On Message Authentication Channel Capacity Over a Wiretap Channel	79
Seeing Traffic Paths: Encrypted Traffic Classification With Path Signature Features	79
Learnable Prompts With Neighbor-Aware Correction for Text-Based Person Search	79
Practical Multi-Party Private Set Intersection Protocols	78
Owner-Enabled Secure Authorized Keyword Search Over Encrypted Data With Flexible Metadata	76
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification	75
SF2Net: Sequence Feature Fusion Network for Palmprint Verification	74
Multisource Heterogeneous Specific Emitter Identification Using Attention Mechanism-Based RFF Fusion Method	73
Enhancing Federated Learning with Differentially Private Continuous Data Release via k-Ary Trees	73
FVFSNet: Frequency-Spatial Coupling Network for Finger Vein Authentication	72
Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning	71
Minipatch: Undermining DNN-Based Website Fingerprinting With Adversarial Patches	71
No Time for Remodulation: A PHY Steganographic Symbiotic Channel Over Constant Envelope	70
Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation	69
SGBoost: An Efficient and Privacy-Preserving Vertical Federated Tree Boosting Framework	69
Adversarial RL-Based IDS for Evolving Data Environment in 6LoWPAN	68
BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis	68
EARVP: Efficient Aggregation for Federated Learning With Robustness, Verifiability, and Privacy	67
A General Purpose Data and Query Privacy Preserving Protocol for Wireless Sensor Networks	66
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach	66
Unknown Cyber Threat Discovery Empowered by Genetic Evolution Without Prior Knowledge	65
Revisiting the Masking Strategy: A Side-Channel Attack on CRYSTALS-Kyber	64
Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments	63
Corrections to “On the Security of a Revocable Cross-Domain Anonymous Authentication in IIoT”	63
Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios	63
Attackers Are Not the Same! Unveiling the Impact of Feature Distribution on Label Inference Attacks	62
Detection of Unknown Attacks Through Encrypted Traffic: A Gaussian Prototype-Aided Variational Autoencoder Framework	61
Detecting Locally, Patching Globally: An End-to-End Framework for High Speed and Accurate Detection of Fingerprint Minutiae	61
Dangers Behind Charging VR Devices: Hidden Side Channel Attacks via Charging Cables	61
The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter	60
Customized Transformer Adapter With Frequency Masking for Deepfake Detection	60
SecBNN: Efficient Secure Inference on Binary Neural Networks	59
Analyze and Improve Differentially Private Federated Learning: A Model Robustness Perspective	58
Online Two-Stage Channel-Based Lightweight Authentication Method for Time-Varying Scenarios	57
Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection	57
Optimal Privacy-Aware Stochastic Sampling	56
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	56
CMXsafe: A Proxy Layer for Securing Internet-of-Things Communications	56
On Covert Communication Performance With Outdated CSI in Wireless Greedy Relay Systems	56
On the Impact of Pollution Attacks on Coding-Based Distributed Storage Systems	56
Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models	55
Reinforcement Learning Enabled Intelligent Energy Attack in Green IoT Networks	55
SIa-CBc: Sensitive Intent-Assisted and Crucial Behavior-Cognized Malware Detection Based on Human Brain Cognitive Theory	55
Thwarting GNN-Based Attacks Against Logic Locking	54
Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms	54
The Implications of Insecure Use of Fonts Against PDF Documents and Web Pages	54

Adversarial Examples Against WiFi Fingerprint-Based Localization in the Physical World	54
Palm Vein Recognition Under Unconstrained and Weak-Cooperative Conditions	53
Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features	53
Implicit Alignment-Based Cross-Modal Symbiotic Network for Text-to-Image Person Re-Identification	53
Turritopsis: Practical Dynamic Asynchronous BFT	53
GuessFuse: Hybrid Password Guessing With Multi-View	53
NoLeaks: Differentially Private Causal Discovery Under Functional Causal Model	52
FLGuardian: Defending Against Model Poisoning Attacks via Fine-Grained Detection in Federated Learning	52
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks	52
LSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing	51
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization	50
G2V2former: Graph Guided Video Vision Transformer for Face Anti-Spoofing	50
Group-Wise Verifiable Coded Computing Under Byzantine Attacks and Stragglers	49
Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection	49
Anonymous and Efficient (t, n)-Threshold Ownership Transfer for Cloud EMRs Auditing	49
Data Quality Detection Mechanism Against Label Flipping Attacks in Federated Learning	49
Event-Triggered Data-Driven Control for Nonlinear Systems Under Frequency-Duration-Constrained DoS Attacks	49
Everybody’s Talkin’: Let Me Talk as You Want	49
Efficiently Achieving Privacy Preservation and Poisoning Attack Resistance in Federated Learning	48
Enhancing Model Generalization for Efficient Cross-Device Side-Channel Analysis	48
MOJO: MOtion Pattern Learning and JOint-based Fine-grained Mining for Person Re-identification Based on 4D LiDAR Point Clouds	47
BESA: Boosting Encoder Stealing Attack With Perturbation Recovery	46
Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption	46
FACOS: Enabling Privacy Protection Through Fine-Grained Access Control With On-Chain and Off-Chain System	46
Attacking Mouse Dynamics Authentication Using Novel Wasserstein Conditional DCGAN	45
Generative Adversarial Attacks Against Deep- Learning-Based Camera Model Identification	45
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps	45
Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data	44
Verifying in the Dark: Verifiable Machine Unlearning by Using Invisible Backdoor Triggers	44
Occlusion-Aware Human Mesh Model-Based Gait Recognition	44
Robust Visible-Infrared Person Re-Identification Based on Polymorphic Mask and Wavelet Graph Convolutional Network	44
K-GetNID: Knowledge-Guided Graphs for Early and Transferable Network Intrusion Detection	43
Generalized Autonomous Path Proxy Re-Encryption Scheme to Support Branch Functionality	43
Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval	43
Multi-Key Similar Data Search on Encrypted Storage With Secure Pay-Per-Query	43
Lightweight Multi-User Public-Key Authenticated Encryption With Keyword Search	43
Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness	43
Mixed-Bit Sampling Marking: Towards Unifying Document Authentication in Copy-Sensitive Graphical Codes	43
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach	42
Scanner-Hunter: An Effective ICS Scanning Group Identification System	42
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks	42
ETD: An Efficient Time Delay Attack Detection Framework for UAV Networks	40
An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques	40
LiSiam: Localization Invariance Siamese Network for Deepfake Detection	39
PCSF: Privacy-Preserving Content-Based Spam Filter	39
iCoding: Countermeasure Against Interference and Eavesdropping in Wireless Communications	39
Proactively Verifying Quantitative Network Policy Across Unsafe and Unreliable Environments	39
Succinct Hash-Based Arbitrary-Range Proofs	39
Game-Theoretic Neyman-Pearson Detection to Combat Strategic Evasion	39
AuthScatter: Accurate, Robust, and Scalable Mutual Authentication in Physical Layer for Backscatter Communications	38
FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models	38
A Federated Learning-Based Lightweight Network With Zero Trust for UAV Authentication	38
Type2Branch: Keystroke Biometrics Based on a Dual-Branch Architecture With Attention Mechanisms and Set2set Loss	38
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification	38
Building and Testing a Hidden-Password Online Password Manager	38
Progressive Sub-Domain Information Mining for Single-Source Generalizable Gait Recognition	38
LtRFT: Mitigate the Low-Rate Data Plane DDoS Attack With Learning-To-Rank Enabled Flow Tables	38
SCAFinder: Formal Verification of Cache Fine-Grained Features for Side Channel Detection	38
Regression of Dense Distortion Field From a Single Fingerprint Image	37
An Opportunistic Power Control Scheme for Mitigating User Location Tracking Attacks in Cellular Networks	37
Beyond Result Verification: Efficient Privacy-Preserving Spatial Keyword Query With Suppressed Leakage	37
Revisiting Gradient Regularization: Inject Robust Saliency-Aware Weight Bias for Adversarial Defense	37
Secret Cracking and Security Enhancement for the Image Application of CRT-Based Secret Sharing	37
Pilot Spoofing Attack on the Downlink of Cell-Free Massive MIMO: From the Perspective of Adversaries	37
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing	37
Fault Detection and Robust Security Control for Implicit Jump Systems Against Random FDI Attacks and Packet Loss Under Memorized Output-Perceptive Event-Triggered Protocol	37
Anti-Backdoor Model: A Novel Algorithm to Remove Backdoors in a Non-Invasive Way	37
Extracting Private Training Data in Federated Learning From Clients	36
RegPalm: Toward Large-Scale Open-Set Palmprint Recognition by Reducing Pattern Variance	36
HELM: Navigating Homomorphic Encryption Through Gates and Lookup Tables	36
ColorVein: Colorful Cancelable Vein Biometrics	36
A Precoding Perturbation Method in Geometric Optimization: Exploring Manifold Structure for Privacy and Efficiency	35
CELEST: Federated Learning for Globally Coordinated Threat Detection	35
Data-Driven Dynamic Periodic Event-Triggered Control of Cyber-Physical Systems Under Packet Dropouts and DoS Attacks	35
Lavida: Large-Universe, Verifiable, and Dynamic Fine-Grained Access Control for E-Health Cloud	35
EVM-Shield: In-Contract State Access Control for Fast Vulnerability Detection and Prevention	35
GTAE-IDS: Graph Transformer-Based Autoencoder Framework for Real-Time Network Intrusion Detection	35
An Intelligent Reflecting Surface-Based Attack Scheme Against Dual-Functional Radar and Communication Systems	34
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration	34
BPVSE: Publicly Verifiable Searchable Encryption for Cloud-Assisted Electronic Health Records	34

SeIoT: Detecting Anomalous Semantics in Smart Homes via Knowledge Graph	34
A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes	34
Wolverine: A Scalable and Transaction-Consistent Redactable Permissionless Blockchain	34
Revisiting Prediction-Based Min-Entropy Estimation: Toward Interpretability, Reliability, and Applicability	34
PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees	34
A Canonical Data Transformation for Achieving Inter- and Within-Group Fairness	34
Reinforcement Learning-Based Tracking Control for Networked Control Systems With DoS Attacks	34
Synchronized Provable Data Possession Based on Blockchain for Digital Twin	33
ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection	33
Blockchain-Enabled Computing Offloading and Resource Allocation in Multi-UAVs MEC Network: A Stackelberg Game Learning Approach	33
Toward Mobile Palmprint Recognition via Multi-View Hierarchical Graph Learning	33
Smart App Attack: Hacking Deep Learning Models in Android Apps	33
Toward Automated Field Semantics Inference for Binary Protocol Reverse Engineering	33
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction	33
Three Birds With One Stone: User Intention Understanding and Influential Neighbor Disclosure for Injection Attack Detection	33
Fast Privacy-Preserving Text Classification Based on Secure Multiparty Computation	33
The Dark Forest: Understanding Security Risks of Cross-Party Delegated Resources in Mobile App-in-App Ecosystems	32
AuditPCH: Auditable Payment Channel Hub With Privacy Protection	32
Disentangled Representation Learning for Robust Brainprint Recognition	32
Optimal Client Selection of Federated Learning Based on Compressed Sensing	32
Joint Transmissive and Reflective RIS-Aided Secure MIMO Systems Design Under Spatially-Correlated Angular Uncertainty and Coupled PSEs	32
Enabling Fraud Prediction on Preliminary Data Through Information Density Booster	32
Healthcare Security: Post-Quantum Continuous Authentication With Behavioral Biometrics Using Vector Similarity Search	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
Balanced Encoding of Near-Zero Correlation for an AES Implementation	32
Intra-Domain Knowledge Reuse Assisted Reinforcement Learning for Fast Anti-Jamming Communication	32
Multi-Antenna Signal Masking and Round-Trip Transmission for Privacy-Preserving Wireless Sensing	31
Comparing Different Membership Inference Attacks With a Comprehensive Benchmark	31
PowerGuard: Using Power Side-Channel Signals to Secure Motion Controllers in ICS	31
Specific Emitter Identification via Sparse Bayesian Learning Versus Model-Agnostic Meta-Learning	31
Libras: A Fair, Secure, Verifiable, and Scalable Outsourcing Computation Scheme Based on Blockchain	31
ProVFL: Property Inference Attacks Against Vertical Federated Learning	31
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution	30
RTrap: Trapping and Containing Ransomware With Machine Learning	30
Joint Holistic and Masked Face Recognition	30
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation	30
Revealing the Secrets of Radio Embedded Systems: Extraction of Raw Information via RF	30
Nighttime Person Re-Identification via Collaborative Enhancement Network With Multi-Domain Learning	30
CoSwinVIT: A Vision Transformer for Enhanced Uniform Spectrum Response in Specific Emitter Identification	30
Lightweight Dynamic Conjunctive Keyword Searchable Encryption With Result Pattern Hiding	30
CHERUBIM: A Secure and Highly Parallel Cross-Shard Consensus Using Quadruple Pipelined Two-Phase Commit for Sharding Blockchains	30
Quantization Noise as an Asset: Optimizing Physical Layer Security With Sigma-Delta Modulation	29
Bi-Stream Coteaching Network for Weakly-Supervised Deepfake Localization in Videos	29
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach	29
Enabling Efficient and Strong Privacy-Preserving Truth Discovery in Mobile Crowdsensing	29
A Synthetic Data-Assisted Satellite Terrestrial Integrated Network Intrusion Detection Framework	29
Analog Secret Sharing With Applications to Private Distributed Learning	29
APIVADS: A Novel Privacy-Preserving Pivot Attack Detection Scheme Based on Statistical Pattern Recognition	29
An Efficient Identity-Based Provable Data Possession Protocol With Compressed Cloud Storage	29
PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark	28
Angle and Distance Discrimination by Utilizing Frequency Conversion Capability of STC-IRS for Covert Communications	28
DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning	28
MalPacDetector: An LLM-Based Malicious NPM Package Detector	28
Detecting Lifecycle-Related Concurrency Bugs in ROS Programs via Coverage-Guided Fuzzing	28
SecureReID: Privacy-Preserving Anonymization for Person Re-Identification	28
Everything Under Control: Secure Data Sharing Mechanism for Cloud-Edge Computing	28
Comments on “Privacy-Enhanced Federated Learning Against Poisoning Adversaries”	28
Bitcoin-Compatible Privacy-Preserving Multi-Party Payment Channels Supporting Variable Amounts	28
Titan: Security Analysis of Large-Scale Hardware Obfuscation Using Graph Neural Networks	28
Encrypted and Compressed Key-Value Store With Pattern-Analysis Security in Cloud Systems	28
Data-Agnostic Model Poisoning Against Federated Learning: A Graph Autoencoder Approach	27
Efficient Verifiable Protocol for Privacy-Preserving Aggregation in Federated Learning	27
Signed Latent Factors for Spamming Activity Detection	27
Intrusion Detection for Internet of Things: An Anchor Graph Clustering Approach	27
TRacer: Scalable Graph-Based Transaction Tracing for Account-Based Blockchain Trading Systems	27
Parallel PAM for Secure Transmission	27
TIM: Enabling Large-Scale White-Box Testing on In-App Deep Learning Models	27
Privacy-Preserving Aggregation-Authentication Scheme for Safety Warning System in Fog-Cloud Based VANET	27
Breaking XOR Arbiter PUFs With Chosen Challenge Attack	27
Privacy-Preserving Authentication for Unlinkable Avatars in the Metaverse	27
Towards Effective Rotation Generalization in UAV Object Re-Identification	26
Systematically Quantifying Cryptanalytic Nonlinearities in Strong PUFs	26
Toward Secure and Verifiable Hybrid Federated Learning	26
Device-Enhanced Password-Based Threshold Single-Sign-On Authentication	26
Perception-Driven Imperceptible Adversarial Attack Against Decision-Based Black-Box Models	26
Dispersed Pixel Perturbation-Based Imperceptible Backdoor Trigger for Image Classifier Models	26
Redactable Blockchain From Decentralized Chameleon Hash Functions	26
ALScA: A Framework for Using Auxiliary Learning Side-Channel Attacks to Model PUFs	26
Information- and Coding-Theoretic Analysis of the RLWE/MLWE Channel	26
Dynamic Analysis of Multiplex Networks With Hybrid Maintenance Strategies	26
DeepCRF: Deep Learning-Enhanced CSI-Based RF Fingerprinting for Channel-Resilient WiFi Device Identification	26
ASRL: Adaptive Swarm Reinforcement Learning for Enhanced OSN Intrusion Detection	25
Adversarial Waveform Design for Wireless Transceivers Toward Intelligent Eavesdropping	25
Minimizing Adversarial Training Samples for Robust Image Classifiers: Analysis and Adversarial Example Generator Design	25
Query-Efficient Decision-Based Black-Box Patch Attack	25
Secure and Privacy-Preserving Distributed Kalman Filtering for Sensor Networks With Event-Triggered Mechanism	25
Supervised Enhancement for Fingertip OCT Images Based on Paired Dataset Generation Strategy	25
From the Dialectical Perspective: Modeling and Exploiting of Hybrid Worm Propagation	25
SStore: An Efficient and Secure Provable Data Auditing Platform for Cloud	25
Attention Consistency Refined Masked Frequency Forgery Representation for Generalizing Face Forgery Detection	24
Dual Consistency-Constrained Learning for Unsupervised Visible-Infrared Person Re-Identification	24
Scale-Invariant Adversarial Attack Against Arbitrary-Scale Super-Resolution	24
A GAN-Based Defense Framework Against Model Inversion Attacks	24
Multi-Temporal Partitioned Graph Attention Networks for Financial Fraud Detection	24