IEEE Transactions on Information Forensics and Security

Article	Citations
CR-DAP: A Comprehensive and Regulatory Decentralized Anonymous Payment System	302
sBugChecker: A Systematic Framework for Detecting Solidity Compiler-Introduced Bugs	186
Toward Automatic Heap Exploit Generation by Using Heap Layout Constraints on Binary Programs	161
Learnable Prompts With Neighbor-Aware Correction for Text-Based Person Search	150
Double-Layered Dual-Syndrome Trellis Codes Utilizing Channel Knowledge for Robust Steganography	148
Uncoordinated Syntactic Privacy: A New Composable Metric for Multiple, Independent Data Publishing	146
Enhancing Federated Learning With Differentially Private Continuous Data Release via k -Ary Trees	146
Analytical and Experimental Validation of Wireless Authentication Through Enhanced RF Fingerprints of Chaotic Antenna Arrays	134
SSME: A Semi-Supervised Specific Emitter Identification Method With Manifold Enhancement	125
Reinforcement Learning-Based Personalized Differentially Private Federated Learning	121
Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code	121
M 3 -ReID: Unifying Multi-View, Granularity, and Modality for Video-Based Visible-Infrared Person Re-Identification	119
DySec: A Machine Learning-Based Dynamic Analysis for Detecting Malicious Packages in PyPI Ecosystem	117
Refining Positive and Toxic Samples for Dual Safety Self-Alignment of LLMs With Minimal Human Interventions	112
Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack	111
Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning	110
PCSR: Enabling Cross-Modal Semantic Retrieval With Privacy Preservation	108
Citywide Multi-Step Crime Prediction via Context-Aware Bayesian Tensor Decomposition	105
CleanerCLIP: Fine-Grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning	102
Experimental Validation of Information-Theoretic Physical Layer Security	102
A Decentralized Threshold Credential Management With Fine-Grained Authentication for VANETs	99
Learning Corruption-Invariant Components and Cross-Modal Correspondence for Unsupervised Visible-Infrared Person Re-Identification	99
Beyond Access Pattern: Efficient Volume-Hiding Multi-Range Queries Over Outsourced Data Services	96
BatchAuth: A Physical Layer Batch Authentication Scheme for Multiple Backscatter Devices	95
Low Complexity Byzantine-Resilient Federated Learning	93

STMWF: Multi-Tab Website Fingerprinting via Spatial–Temporal Sequence Analysis	92
A Note on “Secure and Efficient Outsourcing of PCA-Based Face Recognition”	86
Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation	86
FADE: A Dataset for Detecting Falling Objects Around Buildings in Video	86
FVFSNet: Frequency-Spatial Coupling Network for Finger Vein Authentication	85
TCPP: Achieving Privacy-Preserving Trajectory Correlation With Differential Privacy	85
Traceable and Collision-Resilient Differential Privacy	84
SF2Net: Sequence Feature Fusion Network for Palmprint Verification	84
ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework	82
Outlier-Resistant Non-Fragile Control of Nonlinear Networked Systems Under DoS Attacks and Multi-Variable Event-Triggered SC Protocol	79
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks	79
Early-Stage Detection of Encrypted Malware Traffic via Multi-flow Temporal Graph Learning	77
Multisource Heterogeneous Specific Emitter Identification Using Attention Mechanism-Based RFF Fusion Method	76
BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing	76
PUF-Phenotype: A Robust and Noise-Resilient Approach to Aid Group-Based Authentication With DRAM-PUFs Using Machine Learning	76
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification	75
MPA: Lightweight and Updatable Integrity Auditing for Decentralized Storage Using Merkle Trees and Polynomial Commitments	74
No Time for Remodulation: A PHY Steganographic Symbiotic Channel Over Constant Envelope	72
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification	72
FACOS: Enabling Privacy Protection Through Fine-Grained Access Control With On-Chain and Off-Chain System	71
Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation	70
Detecting Locally, Patching Globally: An End-to-End Framework for High Speed and Accurate Detection of Fingerprint Minutiae	70
A General Purpose Data and Query Privacy Preserving Protocol for Wireless Sensor Networks	69
Breaking the Trilemma: Toward Efficient, Privacy-Preserving, and Forward-Secure Data Sharing in the Post-Quantum Era	69
Patronus : Plug-and-Play and Near-Lossless Facial Privacy Enhancement Against Reconstruction Attacks	67
The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter	65
SecBNN: Efficient Secure Inference on Binary Neural Networks	65
Robustness Over Time: Understanding Adversarial Examples’ Effectiveness on Longitudinal Versions of Large Language Models	64
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	63
Attacking Mouse Dynamics Authentication Using Novel Wasserstein Conditional DCGAN	63
MOJO: MOtion Pattern Learning and JOint-Based Fine-Grained Mining for Person Re-Identification Based on 4D LiDAR Point Clouds	63
Corrections to “On the Security of a Revocable Cross-Domain Anonymous Authentication in IIoT”	61
Optimal Privacy-Aware Stochastic Sampling	61
SGBoost: An Efficient and Privacy-Preserving Vertical Federated Tree Boosting Framework	61
Enhancing Model Generalization for Efficient Cross-Device Side-Channel Analysis	60
Implicit Alignment-Based Cross-Modal Symbiotic Network for Text-to-Image Person Re-Identification	60
Unknown Cyber Threat Discovery Empowered by Genetic Evolution Without Prior Knowledge	60
Analyze and Improve Differentially Private Federated Learning: A Model Robustness Perspective	59
Casper: A Causality-Inspired Defense With Confounder Against Label Inference Attacks in Vertical Split Federated Learning	58
Mixed-Bit Sampling Marking: Toward Unifying Document Authentication in Copy-Sensitive Graphical Codes	57
TrackPhish: A Multi-Embedding Attention-Enhanced 1D CNN Model for Phishing URL Detection	56
Anonymous and Efficient (t, n)-Threshold Ownership Transfer for Cloud EMRs Auditing	55
Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection	55
The Lives of Others: Snooping on Smartphone Usage Behaviors via Attention-Enabled Multi-Channel Spatiotemporal Information Fusion	55
The Implications of Insecure Use of Fonts Against PDF Documents and Web Pages	55
Turritopsis: Practical Dynamic Asynchronous BFT	55
G2V2former: Graph Guided Video Vision Transformer for Face Anti-Spoofing	54
Multi-Key Similar Data Search on Encrypted Storage With Secure Pay-Per-Query	54
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach	54
Rethinking Cross-Table Quantization Step Estimation: From Global and Local Perspectives	53

N Truths and a Lie: Consistency-Based Backdoor Defense for Vertical Federated Learning	52
EARVP: Efficient Aggregation for Federated Learning With Robustness, Verifiability, and Privacy	52
Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval	52
Revisiting the Masking Strategy: A Side-Channel Attack on CRYSTALS-Kyber	52
Breaking the Illusion: A Critical Study of Backdoor Defense in Federated Learning With Non-IID Data	52
Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms	52
Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features	52
Group-Wise Verifiable Coded Computing Under Byzantine Attacks and Stragglers	52
Generative Adversarial Attacks Against Deep- Learning-Based Camera Model Identification	52
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps	52
Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection	51
Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness	50
Verifying in the Dark: Verifiable Machine Unlearning by Using Invisible Backdoor Triggers	50
BESA: Boosting Encoder Stealing Attack With Perturbation Recovery	50
Data Quality Detection Mechanism Against Label Flipping Attacks in Federated Learning	50
Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data	49
Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption	49
Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios	49
Customized Transformer Adapter With Frequency Masking for Deepfake Detection	49
Robust Visible-Infrared Person Re-Identification Based on Polymorphic Mask and Wavelet Graph Convolutional Network	48
Secure Acceleration of Aggregation Queries Over Homomorphically Encrypted Databases	48
CMXsafe: A Proxy Layer for Securing Internet-of-Things Communications	48
BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis	48
Thwarting GNN-Based Attacks Against Logic Locking	48
Event-Triggered Model-Free Adaptive Predictive Control for Networked Wind-Power Microgrids Subject to Aperiodic DoS Attacks	47
Adversarial Examples Against WiFi Fingerprint-Based Localization in the Physical World	47
Bridging Lab and Industry: Practical SPA-GPT on Cryptosystems Boosted by LSTM and Simulated Annealing	47
Attackers Are Not the Same! Unveiling the Impact of Feature Distribution on Label Inference Attacks	47
GuessFuse: Hybrid Password Guessing With Multi-View	46
Dangers Behind Charging VR Devices: Hidden Side Channel Attacks via Charging Cables	46
Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments	45
Online Two-Stage Channel-Based Lightweight Authentication Method for Time-Varying Scenarios	45
FLGuardian: Defending Against Model Poisoning Attacks via Fine-Grained Detection in Federated Learning	45
Detection of Unknown Attacks Through Encrypted Traffic: A Gaussian Prototype-Aided Variational Autoencoder Framework	45
ABP-DKM: An Efficient Decentralized Key Management Scheme Based on Asymmetric Bivariate Polynomial	45
Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models	44
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks	44
Generalized Autonomous Path Proxy Re-Encryption Scheme to Support Branch Functionality	44
Event-Triggered Data-Driven Control for Nonlinear Systems Under Frequency-Duration-Constrained DoS Attacks	44
Secure Off-chain Payment Protocol from Ciphertext Unlinkable Autonomous Path Proxy Re-encryption in Blockchain	44
Efficiently Achieving Privacy Preservation and Poisoning Attack Resistance in Federated Learning	44
LSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing	44
Palm Vein Recognition Under Unconstrained and Weak-Cooperative Conditions	43
Occlusion-Aware Human Mesh Model-Based Gait Recognition	43
SIa-CBc: Sensitive Intent-Assisted and Crucial Behavior-Cognized Malware Detection Based on Human Brain Cognitive Theory	43
Building and Testing a Hidden-Password Online Password Manager	42
Two-Round Certificateless Multi-Signatures With Key Aggregation in Smart Contracts	42
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks	42
A Canonical Data Transformation for Achieving Inter- and Within-Group Fairness	42
Proactively Verifying Quantitative Network Policy Across Unsafe and Unreliable Environments	42
Revisiting Prediction-Based Min-Entropy Estimation: Toward Interpretability, Reliability, and Applicability	42
GTAE-IDS: Graph Transformer-Based Autoencoder Framework for Real-Time Network Intrusion Detection	41
False-Positive-Free Wildcard Queries With Dual Wildcard Flexibility and Enhanced Efficiency	41
Succinct Hash-Based Arbitrary-Range Proofs	41
A Hierarchical Cooperative Authentication Protocol for Attack-Resilient UAV Swarms With Ultra-Low Overhead	41
LtRFT: Mitigate the Low-Rate Data Plane DDoS Attack With Learning-To-Rank Enabled Flow Tables	40
MaliVD: Source Code Vulnerability Localization via Attention-Based Multi-Modal Learning	40
RegPalm: Toward Large-Scale Open-Set Palmprint Recognition by Reducing Pattern Variance	40
K-GetNID: Knowledge-Guided Graphs for Early and Transferable Network Intrusion Detection	40
Data-Driven Dynamic Periodic Event-Triggered Control of Cyber-Physical Systems Under Packet Dropouts and DoS Attacks	40
CLIP-ADA: CLIP-Guided Artifact-Invariant Generalizable Synthetic Image Detection	40
SCAFinder: Formal Verification of Cache Fine-Grained Features for Side Channel Detection	40
Three-Player Game Theory and p-PCPSO for Defense Resource Allocation in Wireless Sensor Networks	39
Secret Cracking and Security Enhancement for the Image Application of CRT-Based Secret Sharing	39
Extracting Private Training Data in Federated Learning From Clients	39
General Backdoor-Resilient Federated Learning via Multi-Armed Bandit-Based Knowledge Distillation	39
ADIS: Detecting and Identifying Manipulated PLC Program Variables Using State-Aware Dependency Graph	39
An Intelligent Reflecting Surface-Based Attack Scheme Against Dual-Functional Radar and Communication Systems	39
SeIoT: Detecting Anomalous Semantics in Smart Homes via Knowledge Graph	38
A Precoding Perturbation Method in Geometric Optimization: Exploring Manifold Structure for Privacy and Efficiency	38
Dual-Granularity Contrastive Learning for DeepFake Detection	38
GC-DRQN: Enhancing Radar Anti-Jamming Performance With Supervised Auxiliary Tasks and Deterministic Rewards	38
Regression of Dense Distortion Field From a Single Fingerprint Image	38
XIPHOS: Adaptive In-Vehicle Intrusion Detection via Unsupervised Graph Contrastive Learning	38
Anti-Backdoor Model: A Novel Algorithm to Remove Backdoors in a Non-Invasive Way	38
iCoding: Countermeasure Against Interference and Eavesdropping in Wireless Communications	38
An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques	37
Wolverine: A Scalable and Transaction-Consistent Redactable Permissionless Blockchain	37
Beyond Result Verification: Efficient Privacy-Preserving Spatial Keyword Query With Suppressed Leakage	37
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification	37

PCSF: Privacy-Preserving Content-Based Spam Filter	37
Adversarial Semantic and Label Perturbation Attack for Pedestrian Attribute Recognition	37
EVM-Shield: In-Contract State Access Control for Fast Vulnerability Detection and Prevention	36
Revisiting Gradient Regularization: Inject Robust Saliency-Aware Weight Bias for Adversarial Defense	36
Pilot Spoofing Attack on the Downlink of Cell-Free Massive MIMO: From the Perspective of Adversaries	36
HELM: Navigating Homomorphic Encryption Through Gates and Lookup Tables	36
BrainprintNet: A Multiscale Cross-Band Fusion Network for EEG-Based Brainprint Recognition	36
Progressive Sub-Domain Information Mining for Single-Source Generalizable Gait Recognition	35
A Federated Learning-Based Lightweight Network With Zero Trust for UAV Authentication	35
Type2Branch: Keystroke Biometrics Based on a Dual-Branch Architecture With Attention Mechanisms and Set2set Loss	35
A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes	35
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing	35
Game-Theoretic Neyman-Pearson Detection to Combat Strategic Evasion	34
ColorVein: Colorful Cancelable Vein Biometrics	34
Scanner-Hunter: An Effective ICS Scanning Group Identification System	34
Balancing Wireless Sensing Performance and Privacy Protection With Multi-Antenna Systems	34
ETD: An Efficient Time Delay Attack Detection Framework for UAV Networks	34
FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models	34
CELEST: Federated Learning for Globally Coordinated Threat Detection	34
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach	34
Anchor-Based Multimodal Verification: A Dynamic Query Framework for Fake News Forensics in Short Videos	34
Toward Automated Field Semantics Inference for Binary Protocol Reverse Engineering	34
Lightweight Multi-User Public-Key Authenticated Encryption With Keyword Search	34
Reinforcement Learning-Based Tracking Control for Networked Control Systems With DoS Attacks	33
Lavida: Large-Universe, Verifiable, and Dynamic Fine-Grained Access Control for E-Health Cloud	33
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction	33
PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees	33
Blockchain-Enabled Computing Offloading and Resource Allocation in Multi-UAVs MEC Network: A Stackelberg Game Learning Approach	33
BPVSE: Publicly Verifiable Searchable Encryption for Cloud-Assisted Electronic Health Records	33
Fault Detection and Robust Security Control for Implicit Jump Systems Against Random FDI Attacks and Packet Loss Under Memorized Output-Perceptive Event-Triggered Protocol	33
AuthScatter: Accurate, Robust, and Scalable Mutual Authentication in Physical Layer for Backscatter Communications	33
More Granular, Less Trust: Enforcing Intra-Process Isolation With Arm CCA in an Untrusted Management Environment	33
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution	32
Enabling Fraud Prediction on Preliminary Data Through Information Density Booster	32
Privacy-Preserving Authentication for Unlinkable Avatars in the Metaverse	32
Toward Mobile Palmprint Recognition via Multi-View Hierarchical Graph Learning	32
ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection	32
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration	32
Detecting Lifecycle-Related Concurrency Bugs in ROS Programs via Coverage-Guided Fuzzing	31
Towards Patch-Based Noise Compression for Adversarial Attack Against Transformer-Based Visual Tracking	31
One Trigger, Multiple Victims: Clean-Label Neighborhood Backdoor Attacks on Graph Neural Networks	31
Quantization Noise as an Asset: Optimizing Physical Layer Security With Sigma-Delta Modulation	31
Online Writer Retrieval With Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach	31
Joint Holistic and Masked Face Recognition	31
PowerGuard: Using Power Side-Channel Signals to Secure Motion Controllers in ICS	31
Encrypted and Compressed Key-Value Store With Pattern-Analysis Security in Cloud Systems	31
Breaking XOR Arbiter PUFs With Chosen Challenge Attack	31
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation	30
Reinforcement Learning-Based Efficient Multi-Exit Neural Networks Against Side-Channel Attacks	30
Balanced Encoding of Near-Zero Correlation for an AES Implementation	30
AuditPCH: Auditable Payment Channel Hub With Privacy Protection	30
PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark	30
RTrap: Trapping and Containing Ransomware With Machine Learning	30
MalPacDetector: An LLM-Based Malicious NPM Package Detector	30
Copyright Protection of General Information via Simulation Task Supervision	30
Titan: Security Analysis of Large-Scale Hardware Obfuscation Using Graph Neural Networks	30
Lightweight Dynamic Conjunctive Keyword Searchable Encryption With Result Pattern Hiding	30
Nighttime Person Re-Identification via Collaborative Enhancement Network With Multi-Domain Learning	30
TRacer: Scalable Graph-Based Transaction Tracing for Account-Based Blockchain Trading Systems	30
Bitcoin-Compatible Privacy-Preserving Multi-Party Payment Channels Supporting Variable Amounts	30
An Efficient and Verifiable Encrypted Data Filtering Framework Over Large-Scale Storage in Cloud Edge	30
Angle and Distance Discrimination by Utilizing Frequency Conversion Capability of STC-IRS for Covert Communications	30
CoSwinVIT: A Vision Transformer for Enhanced Uniform Spectrum Response in Specific Emitter Identification	30
Signed Latent Factors for Spamming Activity Detection	30
SecureReID: Privacy-Preserving Anonymization for Person Re-Identification	29
Bi-Stream Coteaching Network for Weakly-Supervised Deepfake Localization in Videos	29
Comments on “Privacy-Enhanced Federated Learning Against Poisoning Adversaries”	29
Intrusion Detection for Internet of Things: An Anchor Graph Clustering Approach	29
Joint Transmissive and Reflective RIS-Aided Secure MIMO Systems Design Under Spatially-Correlated Angular Uncertainty and Coupled PSEs	29
Comparing Different Membership Inference Attacks With a Comprehensive Benchmark	29
Consensus Labeling: Prompt-Guided Clustering Refinement for Weakly Supervised Text-Based Person Re-Identification	29
Everything Under Control: Secure Data Sharing Mechanism for Cloud-Edge Computing	29
The Chosen-Object Attack: Exploiting the Hungarian Matching Loss in Detection Transformers for Fun and Profit	29
TFMD: General and Fast Secure Neural Network Inference Framework with Threshold FHE	29
Multi-Antenna Signal Masking and Round-Trip Transmission for Privacy-Preserving Wireless Sensing	29
Optimal Client Selection of Federated Learning Based on Compressed Sensing	29
Words Strip Wardrobe: Learning Invariant Textual Prompts for Cloth-Changing Person Re-Identification	29
Privacy-Preserving, Efficient, and Accurate Dimensionality Reduction	29
Specific Emitter Identification via Sparse Bayesian Learning Versus Model-Agnostic Meta-Learning	28
A Synthetic Data-Assisted Satellite Terrestrial Integrated Network Intrusion Detection Framework	28
Efficient Verifiable Protocol for Privacy-Preserving Aggregation in Federated Learning	28
The Dark Forest: Understanding Security Risks of Cross-Party Delegated Resources in Mobile App-in-App Ecosystems	28
Data-Agnostic Model Poisoning Against Federated Learning: A Graph Autoencoder Approach	28
Healthcare Security: Post-Quantum Continuous Authentication With Behavioral Biometrics Using Vector Similarity Search	28
ProVFL: Property Inference Attacks Against Vertical Federated Learning	28
Disentangled Representation Learning for Robust Brainprint Recognition	28
Intra-Domain Knowledge Reuse Assisted Reinforcement Learning for Fast Anti-Jamming Communication	28
DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning	28
TMVS: Threshold-based Majority Voting Scheme for Robust SRAM PUFs	28
GuardBox: A High-Performance Middlebox Providing Confidentiality and Integrity for Packets	27
Multi-Temporal Partitioned Graph Attention Networks for Financial Fraud Detection	27
ASRL: Adaptive Swarm Reinforcement Learning for Enhanced OSN Intrusion Detection	27
Divide and Conquer: Frequency-Aware Contrastive Adversarial Training for Robust Point Cloud Classification	27
DUAP: Disentanglement-Based Universal Adversarial Perturbations for Robust Multilingual Speech Privacy Protection	27
Secure and Privacy-Preserving Distributed Kalman Filtering for Sensor Networks With Event-Triggered Mechanism	27