IEEE Transactions on Information Forensics and Security

Article	Citations
CR-DAP: A Comprehensive and Regulatory Decentralized Anonymous Payment System	318
sBugChecker: A Systematic Framework for Detecting Solidity Compiler-Introduced Bugs	190
Toward Automatic Heap Exploit Generation by Using Heap Layout Constraints on Binary Programs	166
Learnable Prompts With Neighbor-Aware Correction for Text-Based Person Search	154
Enhancing Federated Learning With Differentially Private Continuous Data Release via k -Ary Trees	150
Double-Layered Dual-Syndrome Trellis Codes Utilizing Channel Knowledge for Robust Steganography	150
Uncoordinated Syntactic Privacy: A New Composable Metric for Multiple, Independent Data Publishing	148
Analytical and Experimental Validation of Wireless Authentication Through Enhanced RF Fingerprints of Chaotic Antenna Arrays	137
SSME: A Semi-Supervised Specific Emitter Identification Method With Manifold Enhancement	132
Reinforcement Learning-Based Personalized Differentially Private Federated Learning	125
Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code	123
DySec: A Machine Learning-Based Dynamic Analysis for Detecting Malicious Packages in PyPI Ecosystem	122
Refining Positive and Toxic Samples for Dual Safety Self-Alignment of LLMs With Minimal Human Interventions	120
BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing	112
Citywide Multi-Step Crime Prediction via Context-Aware Bayesian Tensor Decomposition	112
PCSR: Enabling Cross-Modal Semantic Retrieval With Privacy Preservation	112
MPA: Lightweight and Updatable Integrity Auditing for Decentralized Storage Using Merkle Trees and Polynomial Commitments	111
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks	110
FVFSNet: Frequency-Spatial Coupling Network for Finger Vein Authentication	104
TCPP: Achieving Privacy-Preserving Trajectory Correlation With Differential Privacy	104
SF2Net: Sequence Feature Fusion Network for Palmprint Verification	103
CleanerCLIP: Fine-Grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning	100
Experimental Validation of Information-Theoretic Physical Layer Security	98
A Decentralized Threshold Credential Management With Fine-Grained Authentication for VANETs	97
Learning Corruption-Invariant Components and Cross-Modal Correspondence for Unsupervised Visible-Infrared Person Re-Identification	97

Beyond Access Pattern: Efficient Volume-Hiding Multi-Range Queries Over Outsourced Data Services	94
BatchAuth: A Physical Layer Batch Authentication Scheme for Multiple Backscatter Devices	89
STMWF: Multi-Tab Website Fingerprinting via Spatial–Temporal Sequence Analysis	89
Low Complexity Byzantine-Resilient Federated Learning	89
Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation	88
FADE: A Dataset for Detecting Falling Objects Around Buildings in Video	86
A Note on “Secure and Efficient Outsourcing of PCA-Based Face Recognition”	86
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification	85
Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning	85
Outlier-Resistant Non-Fragile Control of Nonlinear Networked Systems Under DoS Attacks and Multi-Variable Event-Triggered SC Protocol	81
Early-Stage Detection of Encrypted Malware Traffic via Multi-Flow Temporal Graph Learning	80
PUF-Phenotype: A Robust and Noise-Resilient Approach to Aid Group-Based Authentication With DRAM-PUFs Using Machine Learning	79
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification	79
Traceable and Collision-Resilient Differential Privacy	78
Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack	77
M 3 -ReID: Unifying Multi-View, Granularity, and Modality for Video-Based Visible-Infrared Person Re-Identification	77
Multisource Heterogeneous Specific Emitter Identification Using Attention Mechanism-Based RFF Fusion Method	77
ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework	77
No Time for Remodulation: A PHY Steganographic Symbiotic Channel Over Constant Envelope	77
Rethinking Cross-Table Quantization Step Estimation: From Global and Local Perspectives	75
Group-Wise Verifiable Coded Computing Under Byzantine Attacks and Stragglers	74
FACOS: Enabling Privacy Protection Through Fine-Grained Access Control With On-Chain and Off-Chain System	73
The Lives of Others: Snooping on Smartphone Usage Behaviors via Attention-Enabled Multi-Channel Spatiotemporal Information Fusion	72
The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter	72
Breaking the Trilemma: Toward Efficient, Privacy-Preserving, and Forward-Secure Data Sharing in the Post-Quantum Era	70
SecBNN: Efficient Secure Inference on Binary Neural Networks	67
Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios	66
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps	66
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	66
Casper: A Causality-Inspired Defense With Confounder Against Label Inference Attacks in Vertical Split Federated Learning	65
Bridging Lab and Industry: Practical SPA-GPT on Cryptosystems Boosted by LSTM and Simulated Annealing	65
Optimal Privacy-Aware Stochastic Sampling	65
Implicit Alignment-Based Cross-Modal Symbiotic Network for Text-to-Image Person Re-Identification	65
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks	64
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach	63
Revisiting the Masking Strategy: A Side-Channel Attack on CRYSTALS-Kyber	62
Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval	62
Data Quality Detection Mechanism Against Label Flipping Attacks in Federated Learning	61
Secure Off-Chain Payment Protocol From Ciphertext Unlinkable Autonomous Path Proxy Re-Encryption in Blockchain	61
Attacking Mouse Dynamics Authentication Using Novel Wasserstein Conditional DCGAN	60
Breaking the Illusion: A Critical Study of Backdoor Defense in Federated Learning With Non-IID Data	59
Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection	58
N Truths and a Lie: Consistency-Based Backdoor Defense for Vertical Federated Learning	58
Palm Vein Recognition Under Unconstrained and Weak-Cooperative Conditions	58
Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption	57
Turritopsis: Practical Dynamic Asynchronous BFT	57
Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models	57
Mixed-Bit Sampling Marking: Toward Unifying Document Authentication in Copy-Sensitive Graphical Codes	56
Customized Transformer Adapter With Frequency Masking for Deepfake Detection	56
Patronus : Plug-and-Play and Near-Lossless Facial Privacy Enhancement Against Reconstruction Attacks	56

Occlusion-Aware Human Mesh Model-Based Gait Recognition	55
Generalized Autonomous Path Proxy Re-Encryption Scheme to Support Branch Functionality	55
A General Purpose Data and Query Privacy Preserving Protocol for Wireless Sensor Networks	55
SIa-CBc: Sensitive Intent-Assisted and Crucial Behavior-Cognized Malware Detection Based on Human Brain Cognitive Theory	55
Detection of Unknown Attacks Through Encrypted Traffic: A Gaussian Prototype-Aided Variational Autoencoder Framework	54
Anonymous and Efficient (t, n)-Threshold Ownership Transfer for Cloud EMRs Auditing	54
TrackPhish: A Multi-Embedding Attention-Enhanced 1D CNN Model for Phishing URL Detection	54
G2V2former: Graph Guided Video Vision Transformer for Face Anti-Spoofing	53
EARVP: Efficient Aggregation for Federated Learning With Robustness, Verifiability, and Privacy	53
Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features	53
Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection	53
ABP-DKM: An Efficient Decentralized Key Management Scheme Based on Asymmetric Bivariate Polynomial	52
LSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing	52
Attackers Are Not the Same! Unveiling the Impact of Feature Distribution on Label Inference Attacks	52
BESA: Boosting Encoder Stealing Attack With Perturbation Recovery	52
Verifying in the Dark: Verifiable Machine Unlearning by Using Invisible Backdoor Triggers	52
MOJO: MOtion Pattern Learning and JOint-Based Fine-Grained Mining for Person Re-Identification Based on 4D LiDAR Point Clouds	52
Adversarial Examples Against WiFi Fingerprint-Based Localization in the Physical World	51
GuessFuse: Hybrid Password Guessing With Multi-View	51
Dangers Behind Charging VR Devices: Hidden Side Channel Attacks via Charging Cables	51
Online Two-Stage Channel-Based Lightweight Authentication Method for Time-Varying Scenarios	50
Detecting Locally, Patching Globally: An End-to-End Framework for High Speed and Accurate Detection of Fingerprint Minutiae	49
Corrections to “On the Security of a Revocable Cross-Domain Anonymous Authentication in IIoT”	49
Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation	49
Unknown Cyber Threat Discovery Empowered by Genetic Evolution Without Prior Knowledge	49
Event-Triggered Model-Free Adaptive Predictive Control for Networked Wind-Power Microgrids Subject to Aperiodic DoS Attacks	48
Multi-Key Similar Data Search on Encrypted Storage With Secure Pay-Per-Query	48
Generative Adversarial Attacks Against Deep- Learning-Based Camera Model Identification	48
The Implications of Insecure Use of Fonts Against PDF Documents and Web Pages	48
Enhancing Model Generalization for Efficient Cross-Device Side-Channel Analysis	48
Secure Acceleration of Aggregation Queries Over Homomorphically Encrypted Databases	48
BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis	48
Event-Triggered Data-Driven Control for Nonlinear Systems Under Frequency-Duration-Constrained DoS Attacks	47
Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms	47
Efficiently Achieving Privacy Preservation and Poisoning Attack Resistance in Federated Learning	47
Robust Visible-Infrared Person Re-Identification Based on Polymorphic Mask and Wavelet Graph Convolutional Network	46
Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data	46
Analyze and Improve Differentially Private Federated Learning: A Model Robustness Perspective	45
FLGuardian: Defending Against Model Poisoning Attacks via Fine-Grained Detection in Federated Learning	45
SGBoost: An Efficient and Privacy-Preserving Vertical Federated Tree Boosting Framework	45
CMXsafe: A Proxy Layer for Securing Internet-of-Things Communications	45
Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness	45
Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments	45
Thwarting GNN-Based Attacks Against Logic Locking	45
Robustness Over Time: Understanding Adversarial Examples’ Effectiveness on Longitudinal Versions of Large Language Models	44
Anchor-Based Multimodal Verification: A Dynamic Query Framework for Fake News Forensics in Short Videos	44
Proactively Verifying Quantitative Network Policy Across Unsafe and Unreliable Environments	44
GC-DRQN: Enhancing Radar Anti-Jamming Performance With Supervised Auxiliary Tasks and Deterministic Rewards	44
XIPHOS: Adaptive In-Vehicle Intrusion Detection via Unsupervised Graph Contrastive Learning	44
MaliVD: Source Code Vulnerability Localization via Attention-Based Multi-Modal Learning	44
Revisiting Prediction-Based Min-Entropy Estimation: Toward Interpretability, Reliability, and Applicability	43
Toward Automated Field Semantics Inference for Binary Protocol Reverse Engineering	43
ETD: An Efficient Time Delay Attack Detection Framework for UAV Networks	43
BPVSE: Publicly Verifiable Searchable Encryption for Cloud-Assisted Electronic Health Records	43
An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques	43
Three-Player Game Theory and p-PCPSO for Defense Resource Allocation in Wireless Sensor Networks	42
ADIS: Detecting and Identifying Manipulated PLC Program Variables Using State-Aware Dependency Graph	42
Two-Round Certificateless Multi-Signatures With Key Aggregation in Smart Contracts	42
iCoding: Countermeasure Against Interference and Eavesdropping in Wireless Communications	42
False-Positive-Free Wildcard Queries With Dual Wildcard Flexibility and Enhanced Efficiency	42
A Hierarchical Cooperative Authentication Protocol for Attack-Resilient UAV Swarms With Ultra-Low Overhead	42
Dual-Granularity Contrastive Learning for DeepFake Detection	42
Adversarial Semantic and Label Perturbation Attack for Pedestrian Attribute Recognition	41
Regression of Dense Distortion Field From a Single Fingerprint Image	41
RegPalm: Toward Large-Scale Open-Set Palmprint Recognition by Reducing Pattern Variance	41
Anti-Backdoor Model: A Novel Algorithm to Remove Backdoors in a Non-Invasive Way	41
Lightweight Multi-User Public-Key Authenticated Encryption With Keyword Search	41
HELM: Navigating Homomorphic Encryption Through Gates and Lookup Tables	40
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification	40
Revisiting Gradient Regularization: Inject Robust Saliency-Aware Weight Bias for Adversarial Defense	40
Wolverine: A Scalable and Transaction-Consistent Redactable Permissionless Blockchain	40
PCSF: Privacy-Preserving Content-Based Spam Filter	39
A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes	39
Succinct Hash-Based Arbitrary-Range Proofs	39
BrainprintNet: A Multiscale Cross-Band Fusion Network for EEG-Based Brainprint Recognition	39
Progressive Sub-Domain Information Mining for Single-Source Generalizable Gait Recognition	39
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing	39
EVM-Shield: In-Contract State Access Control for Fast Vulnerability Detection and Prevention	39
Pilot Spoofing Attack on the Downlink of Cell-Free Massive MIMO: From the Perspective of Adversaries	39
Beyond Result Verification: Efficient Privacy-Preserving Spatial Keyword Query With Suppressed Leakage	39

Toward Mobile Palmprint Recognition via Multi-View Hierarchical Graph Learning	39
General Backdoor-Resilient Federated Learning via Multi-Armed Bandit-Based Knowledge Distillation	38
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach	38
Scanner-Hunter: An Effective ICS Scanning Group Identification System	38
Game-Theoretic Neyman-Pearson Detection to Combat Strategic Evasion	38
ColorVein: Colorful Cancelable Vein Biometrics	38
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction	37
SCAFinder: Formal Verification of Cache Fine-Grained Features for Side Channel Detection	37
Balancing Wireless Sensing Performance and Privacy Protection With Multi-Antenna Systems	37
CELEST: Federated Learning for Globally Coordinated Threat Detection	36
CLIP-ADA: CLIP-Guided Artifact-Invariant Generalizable Synthetic Image Detection	36
PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees	36
More Granular, Less Trust: Enforcing Intra-Process Isolation With Arm CCA in an Untrusted Management Environment	36
Blockchain-Enabled Computing Offloading and Resource Allocation in Multi-UAVs MEC Network: A Stackelberg Game Learning Approach	36
Type2Branch: Keystroke Biometrics Based on a Dual-Branch Architecture With Attention Mechanisms and Set2set Loss	35
A Federated Learning-Based Lightweight Network With Zero Trust for UAV Authentication	35
A Canonical Data Transformation for Achieving Inter- and Within-Group Fairness	35
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks	35
A Precoding Perturbation Method in Geometric Optimization: Exploring Manifold Structure for Privacy and Efficiency	35
Extracting Private Training Data in Federated Learning From Clients	35
SeIoT: Detecting Anomalous Semantics in Smart Homes via Knowledge Graph	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
AuthScatter: Accurate, Robust, and Scalable Mutual Authentication in Physical Layer for Backscatter Communications	35
Lavida: Large-Universe, Verifiable, and Dynamic Fine-Grained Access Control for E-Health Cloud	34
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration	34
K-GetNID: Knowledge-Guided Graphs for Early and Transferable Network Intrusion Detection	34
FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models	34
Reliable Multi-Modal Object Re-Identification via Modality-Aware Graph Reasoning	34
ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection	34
Building and Testing a Hidden-Password Online Password Manager	34
Data-Driven Dynamic Periodic Event-Triggered Control of Cyber-Physical Systems Under Packet Dropouts and DoS Attacks	34
LtRFT: Mitigate the Low-Rate Data Plane DDoS Attack With Learning-To-Rank Enabled Flow Tables	34
An Intelligent Reflecting Surface-Based Attack Scheme Against Dual-Functional Radar and Communication Systems	34
Secret Cracking and Security Enhancement for the Image Application of CRT-Based Secret Sharing	34
Reinforcement Learning-Based Tracking Control for Networked Control Systems With DoS Attacks	34
Enabling Fraud Prediction on Preliminary Data Through Information Density Booster	33
Online Writer Retrieval With Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach	33
Breaking XOR Arbiter PUFs With Chosen Challenge Attack	33
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution	33
Privacy-Preserving Authentication for Unlinkable Avatars in the Metaverse	33
One Trigger, Multiple Victims: Clean-Label Neighborhood Backdoor Attacks on Graph Neural Networks	33
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation	33
GTAE-IDS: Graph Transformer-Based Autoencoder Framework for Real-Time Network Intrusion Detection	33
Quantization Noise as an Asset: Optimizing Physical Layer Security With Sigma-Delta Modulation	33
Joint Holistic and Masked Face Recognition	33
Reinforcement Learning-Based Efficient Multi-Exit Neural Networks Against Side-Channel Attacks	32
Optimal Client Selection of Federated Learning Based on Compressed Sensing	32
Signed Latent Factors for Spamming Activity Detection	32
Bitcoin-Compatible Privacy-Preserving Multi-Party Payment Channels Supporting Variable Amounts	32
An Efficient and Verifiable Encrypted Data Filtering Framework Over Large-Scale Storage in Cloud Edge	32
CoSwinVIT: A Vision Transformer for Enhanced Uniform Spectrum Response in Specific Emitter Identification	32
Lightweight Dynamic Conjunctive Keyword Searchable Encryption With Result Pattern Hiding	32
Titan: Security Analysis of Large-Scale Hardware Obfuscation Using Graph Neural Networks	32
Angle and Distance Discrimination by Utilizing Frequency Conversion Capability of STC-IRS for Covert Communications	32
Consensus Labeling: Prompt-Guided Clustering Refinement for Weakly Supervised Text-Based Person Re-Identification	32
PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark	32
Balanced Encoding of Near-Zero Correlation for an AES Implementation	32
Copyright Protection of General Information via Simulation Task Supervision	32
Privacy-Preserving, Efficient, and Accurate Dimensionality Reduction	31
Words Strip Wardrobe: Learning Invariant Textual Prompts for Cloth-Changing Person Re-Identification	31
ProVFL: Property Inference Attacks Against Vertical Federated Learning	31
Disentangled Representation Learning for Robust Brainprint Recognition	31
Comments on “Privacy-Enhanced Federated Learning Against Poisoning Adversaries”	31
The Chosen-Object Attack: Exploiting the Hungarian Matching Loss in Detection Transformers for Fun and Profit	31
Healthcare Security: Post-Quantum Continuous Authentication With Behavioral Biometrics Using Vector Similarity Search	31
Specific Emitter Identification via Sparse Bayesian Learning Versus Model-Agnostic Meta-Learning	31
Multi-Antenna Signal Masking and Round-Trip Transmission for Privacy-Preserving Wireless Sensing	31
Joint Transmissive and Reflective RIS-Aided Secure MIMO Systems Design Under Spatially-Correlated Angular Uncertainty and Coupled PSEs	31
DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning	31
AuditPCH: Auditable Payment Channel Hub With Privacy Protection	30
Everything Under Control: Secure Data Sharing Mechanism for Cloud-Edge Computing	30
Libras: A Fair, Secure, Verifiable, and Scalable Outsourcing Computation Scheme Based on Blockchain	30
Data-Agnostic Model Poisoning Against Federated Learning: A Graph Autoencoder Approach	30
Revealing the Secrets of Radio Embedded Systems: Extraction of Raw Information via RF	30
Intra-Domain Knowledge Reuse Assisted Reinforcement Learning for Fast Anti-Jamming Communication	30
Encrypted and Compressed Key-Value Store With Pattern-Analysis Security in Cloud Systems	30
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach	30
Detecting Lifecycle-Related Concurrency Bugs in ROS Programs via Coverage-Guided Fuzzing	30
The Dark Forest: Understanding Security Risks of Cross-Party Delegated Resources in Mobile App-in-App Ecosystems	30
TFMD: General and Fast Secure Neural Network Inference Framework With Threshold FHE	30
SecureReID: Privacy-Preserving Anonymization for Person Re-Identification	30
RTrap: Trapping and Containing Ransomware With Machine Learning	30
TMVS: Threshold-Based Majority Voting Scheme for Robust SRAM PUFs	30
MalPacDetector: An LLM-Based Malicious NPM Package Detector	29
A Synthetic Data-Assisted Satellite Terrestrial Integrated Network Intrusion Detection Framework	29
Nighttime Person Re-Identification via Collaborative Enhancement Network With Multi-Domain Learning	29
Efficient Verifiable Protocol for Privacy-Preserving Aggregation in Federated Learning	29
Bi-Stream Coteaching Network for Weakly-Supervised Deepfake Localization in Videos	29
Comparing Different Membership Inference Attacks With a Comprehensive Benchmark	29
CHERUBIM: A Secure and Highly Parallel Cross-Shard Consensus Using Quadruple Pipelined Two-Phase Commit for Sharding Blockchains	29
Key Agreement Using Physical Identifiers for Degraded and Less Noisy Authentication Channels	28
Adversarial Waveform Design for Wireless Transceivers Toward Intelligent Eavesdropping	28
A Novel RFID Authentication Protocol Based on a Block-Order-Modulus Variable Matrix Encryption Algorithm	28
Evasive Active Hypothesis Testing With Deep Neuroevolution: The Single- and Multi-Agent Cases	28
Secure and Privacy-Preserving Distributed Kalman Filtering for Sensor Networks With Event-Triggered Mechanism	28