IEEE Transactions on Information Forensics and Security

Article	Citations
PUF-Phenotype: A Robust and Noise-Resilient Approach to Aid Group-Based Authentication With DRAM-PUFs Using Machine Learning	190
High Resolution Fingerprint Retrieval Based on Pore Indexing and Graph Comparison	163
Low Complexity Byzantine-Resilient Federated Learning	161
CR-DAP: A Comprehensive and Regulatory Decentralized Anonymous Payment System	101
Uncoordinated Syntactic Privacy: A New Composable Metric for Multiple, Independent Data Publishing	93
Double-Layered Dual-Syndrome Trellis Codes Utilizing Channel Knowledge for Robust Steganography	87
Reinforcement Learning-Based Personalized Differentially Private Federated Learning	85
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification	84
BatchAuth: A Physical Layer Batch Authentication Scheme for Multiple Backscatter Devices	80
Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack	80
A Note on “Secure and Efficient Outsourcing of PCA-Based Face Recognition”	78
Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation	74
Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code	73
Beyond Access Pattern: Efficient Volume-Hiding Multi-Range Queries Over Outsourced Data Services	72
BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing	70
Outlier-Resistant Non-Fragile Control of Nonlinear Networked Systems Under DoS Attacks and Multi-Variable Event-Triggered SC Protocol	70
Decision-Based Adversarial Attack With Frequency Mixup	69
Practical Multi-Party Private Set Intersection Protocols	68
FVFSNet: Frequency-Spatial Coupling Network for Finger Vein Authentication	68
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks	67
Stealthy Backdoors as Compression Artifacts	66
Owner-Enabled Secure Authorized Keyword Search Over Encrypted Data With Flexible Metadata	66
A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State Estimation	65
On Message Authentication Channel Capacity Over a Wiretap Channel	64
Seeing Traffic Paths: Encrypted Traffic Classification With Path Signature Features	64

Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification	64
Multisource Heterogeneous Specific Emitter Identification Using Attention Mechanism-Based RFF Fusion Method	62
TCPP: Achieving Privacy-Preserving Trajectory Correlation With Differential Privacy	62
SGBoost: An Efficient and Privacy-Preserving Vertical Federated Tree Boosting Framework	61
Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning	61
Multi-User Beam Training and Transmission Design for Covert Millimeter-Wave Communication	61
Attacking Mouse Dynamics Authentication Using Novel Wasserstein Conditional DCGAN	61
Minipatch: Undermining DNN-Based Website Fingerprinting With Adversarial Patches	61
On the Impact of Pollution Attacks on Coding-Based Distributed Storage Systems	60
Group-Wise Verifiable Coded Computing Under Byzantine Attacks and Stragglers	60
Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion Models	59
Verifying in the Dark: Verifiable Machine Unlearning by Using Invisible Backdoor Triggers	58
Occlusion-Aware Human Mesh Model-Based Gait Recognition	57
Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval	57
Data Quality Detection Mechanism Against Label Flipping Attacks in Federated Learning	56
Generative Adversarial Attacks Against Deep-Learning-Based Camera Model Identification	56
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach	55
The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter	55
On Covert Communication Performance With Outdated CSI in Wireless Greedy Relay Systems	55
GuessFuse: Hybrid Password Guessing With Multi-View	55
SIa-CBc: Sensitive Intent-Assisted and Crucial Behavior-Cognized Malware Detection Based on Human Brain Cognitive Theory	54
Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness	52
CMXsafe: A Proxy Layer for Securing Internet-of-Things Communications	52
Adversarial RL-Based IDS for Evolving Data Environment in 6LoWPAN	52
Detecting Locally, Patching Globally: An End-to-End Framework for High Speed and Accurate Detection of Fingerprint Minutiae	51
Thwarting GNN-Based Attacks Against Logic Locking	50
Adversarial Examples Against WiFi Fingerprint-Based Localization in the Physical World	49
Generalized Autonomous Path Proxy Re-Encryption Scheme to Support Branch Functionality	49
SecBNN: Efficient Secure Inference on Binary Neural Networks	48
Dangers Behind Charging VR Devices: Hidden Side Channel Attacks via Charging Cables	48
A General Purpose Data and Query Privacy Preserving Protocol for Wireless Sensor Networks	48
Analyze and Improve Differentially Private Federated Learning: A Model Robustness Perspective	47
Attackers Are Not the Same! Unveiling the Impact of Feature Distribution on Label Inference Attacks	47
No Time for Remodulation: A PHY Steganographic Symbiotic Channel Over Constant Envelope	46
Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection	46
Online Two-Stage Channel-Based Lightweight Authentication Method for Time-Varying Scenarios	46
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	46
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization	45
FACOS: Enabling Privacy Protection Through Fine-Grained Access Control With On-Chain and Off-Chain System	45
Revisiting the Masking Strategy: A Side-Channel Attack on CRYSTALS-Kyber	45
Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features	44
Anonymous and Efficient (t, n)-Threshold Ownership Transfer for Cloud EMRs Auditing	44
Efficiently Achieving Privacy Preservation and Poisoning Attack Resistance in Federated Learning	44
Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation	43
Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection	42
Event-Triggered Data-Driven Control for Nonlinear Systems Under Frequency-Duration-Constrained DoS Attacks	42
Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments	41
Reinforcement Learning Enabled Intelligent Energy Attack in Green IoT Networks	41
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks	41
Multi-Key Similar Data Search on Encrypted Storage With Secure Pay-Per-Query	41

Palm Vein Recognition Under Unconstrained and Weak-Cooperative Conditions	41
BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis	40
NoLeaks: Differentially Private Causal Discovery Under Functional Causal Model	40
Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption	40
Robust Visible-Infrared Person Re-Identification Based on Polymorphic Mask and Wavelet Graph Convolutional Network	39
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps	39
LSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing	39
Everybody’s Talkin’: Let Me Talk as You Want	38
Extracting Private Training Data in Federated Learning from Clients	38
Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data	38
LtRFT: Mitigate the Low-Rate Data Plane DDoS Attack With Learning-To-Rank Enabled Flow Tables	38
Beyond Result Verification: Efficient Privacy-Preserving Spatial Keyword Query With Suppressed Leakage	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
Lightweight Multi-User Public-Key Authenticated Encryption With Keyword Search	37
Synchronized Provable Data Possession Based on Blockchain for Digital Twin	37
K-GetNID: Knowledge-Guided Graphs for Early and Transferable Network Intrusion Detection	36
LiSiam: Localization Invariance Siamese Network for Deepfake Detection	36
An Intelligent Reflecting Surface-Based Attack Scheme Against Dual-Functional Radar and Communication Systems	36
PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees	36
Blockchain-Enabled Computing Offloading and Resource Allocation in Multi-UAVs MEC Network: A Stackelberg Game Learning Approach	36
Data-Driven Dynamic Periodic Event-Triggered Control of Cyber-Physical Systems Under Packet Dropouts and DoS Attacks	35
EVM-Shield: In-Contract State Access Control for Fast Vulnerability Detection and Prevention	35
ColorVein: Colorful Cancelable Vein Biometrics	35
Lavida: Large-Universe, Verifiable, and Dynamic Fine-Grained Access Control for E-Health Cloud	35
ETD: An Efficient Time Delay Attack Detection Framework for UAV Networks	35
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration	35
Toward Mobile Palmprint Recognition via Multi-View Hierarchical Graph Learning	35
Reinforcement Learning-Based Tracking Control for Networked Control Systems With DoS Attacks	34
BPVSE: Publicly Verifiable Searchable Encryption for Cloud-Assisted Electronic Health Records	34
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach	34
SeIoT: Detecting Anomalous Semantics in Smart Homes via Knowledge Graph	33
Smart App Attack: Hacking Deep Learning Models in Android Apps	33
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction	33
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing	33
GTAE-IDS: Graph Transformer-Based Autoencoder Framework for Real-Time Network Intrusion Detection	33
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification	32
Toward Automated Field Semantics Inference for Binary Protocol Reverse Engineering	32
SCAFinder: Formal Verification of Cache Fine-Grained Features for Side Channel Detection	32
Progressive Sub-Domain Information Mining for Single-Source Generalizable Gait Recognition	31
Regression of Dense Distortion Field From a Single Fingerprint Image	31
An Opportunistic Power Control Scheme for Mitigating User Location Tracking Attacks in Cellular Networks	31
Secret Cracking and Security Enhancement for the Image Application of CRT-Based Secret Sharing	30
Proactively Verifying Quantitative Network Policy Across Unsafe and Unreliable Environments	30
iCoding: Countermeasure Against Interference and Eavesdropping in Wireless Communications	30
PCSF: Privacy-Preserving Content-Based Spam Filter	30
Succinct Hash-Based Arbitrary-Range Proofs	30
Three Birds With One Stone: User Intention Understanding and Influential Neighbor Disclosure for Injection Attack Detection	30
Game-Theoretic Neyman-Pearson Detection to Combat Strategic Evasion	30
Revisiting Gradient Regularization: Inject Robust Saliency-Aware Weight Bias for Adversarial Defense	29
A Canonical Data Transformation for Achieving Inter- and Within-Group Fairness	29
A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes	29
HELM: Navigating Homomorphic Encryption Through Gates and Lookup Tables	29
Anti-Backdoor Model: A Novel Algorithm to Remove Backdoors in a Non-Invasive Way	29
Pilot Spoofing Attack on the Downlink of Cell-Free Massive MIMO: From the Perspective of Adversaries	28
Wolverine: A Scalable and Transaction-Consistent Redactable Permissionless Blockchain	28
Fast Privacy-Preserving Text Classification Based on Secure Multiparty Computation	28
Scanner-Hunter: An Effective ICS Scanning Group Identification System	28
An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques	28
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks	28
ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection	28
PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark	27
Joint Transmissive and Reflective RIS-Aided Secure MIMO Systems Design Under Spatially-Correlated Angular Uncertainty and Coupled PSEs	27
Analog Secret Sharing With Applications to Private Distributed Learning	27
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation	27
AuditPCH: Auditable Payment Channel Hub With Privacy Protection	27
Signed Latent Factors for Spamming Activity Detection	27
Titan: Security Analysis of Large-Scale Hardware Obfuscation Using Graph Neural Networks	27
Encrypted and Compressed Key-Value Store With Pattern-Analysis Security in Cloud Systems	27
Enabling Fraud Prediction on Preliminary Data Through Information Density Booster	27
The Dark Forest: Understanding Security Risks of Cross-Party Delegated Resources in Mobile App-in-App Ecosystems	27
Online Writer Retrieval With Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach	27
An Efficient and Verifiable Encrypted Data Filtering Framework Over Large-Scale Storage in Cloud Edge	26
Bi-Stream Coteaching Network for Weakly-Supervised Deepfake Localization in Videos	26
Libras: A Fair, Secure, Verifiable, and Scalable Outsourcing Computation Scheme Based on Blockchain	26
Healthcare Security: Post-Quantum Continuous Authentication With Behavioral Biometrics Using Vector Similarity Search	26
Comparing Different Membership Inference Attacks with a Comprehensive Benchmark	26
Multi-Antenna Signal Masking and Round-Trip Transmission for Privacy-Preserving Wireless Sensing	26
RTrap: Trapping and Containing Ransomware With Machine Learning	26
Balanced Encoding of Near-Zero Correlation for an AES Implementation	26
Optimal Client Selection of Federated Learning Based on Compressed Sensing	26

Intrusion Detection for Internet of Things: An Anchor Graph Clustering Approach	26
A Synthetic Data-Assisted Satellite Terrestrial Integrated Network Intrusion Detection Framework	26
Intra-Domain Knowledge Reuse Assisted Reinforcement Learning for Fast Anti-Jamming Communication	25
DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning	25
Enabling Efficient and Strong Privacy-Preserving Truth Discovery in Mobile Crowdsensing	25
Everything Under Control: Secure Data Sharing Mechanism for Cloud-Edge Computing	25
Specific Emitter Identification via Sparse Bayesian Learning Versus Model-Agnostic Meta-Learning	25
Angle and Distance Discrimination by Utilizing Frequency Conversion Capability of STC-IRS for Covert Communications	25
Nighttime Person Re-Identification via Collaborative Enhancement Network With Multi-Domain Learning	25
Data-Agnostic Model Poisoning Against Federated Learning: A Graph Autoencoder Approach	25
CHERUBIM: A Secure and Highly Parallel Cross-Shard Consensus Using Quadruple Pipelined Two-Phase Commit for Sharding Blockchains	25
Bitcoin-Compatible Privacy-Preserving Multi-Party Payment Channels Supporting Variable Amounts	25
Revealing the Secrets of Radio Embedded Systems: Extraction of Raw Information via RF	25
An Efficient Identity-Based Provable Data Possession Protocol With Compressed Cloud Storage	25
Efficient Verifiable Protocol for Privacy-Preserving Aggregation in Federated Learning	24
Joint Holistic and Masked Face Recognition	24
Privacy-Preserving Aggregation-Authentication Scheme for Safety Warning System in Fog-Cloud Based VANET	24
From the Dialectical Perspective: Modeling and Exploiting of Hybrid Worm Propagation	24
Evaluating Security and Robustness for Split Federated Learning Against Poisoning Attacks	24
PowerGuard: Using Power Side-Channel Signals to Secure Motion Controllers in ICS	24
TRacer: Scalable Graph-Based Transaction Tracing for Account-Based Blockchain Trading Systems	24
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach	24
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution	24
TIM: Enabling Large-Scale White-Box Testing on In-App Deep Learning Models	24
APIVADS: A Novel Privacy-Preserving Pivot Attack Detection Scheme Based on Statistical Pattern Recognition	24
Comments on “Privacy-Enhanced Federated Learning Against Poisoning Adversaries”	24
CoSwinVIT: A Vision Transformer for Enhanced Uniform Spectrum Response in Specific Emitter Identification	24
SecureReID: Privacy-Preserving Anonymization for Person Re-Identification	24
Key Agreement Using Physical Identifiers for Degraded and Less Noisy Authentication Channels	24
ASRL: Adaptive Swarm Reinforcement Learning for Enhanced OSN Intrusion Detection	23
Systematically Quantifying Cryptanalytic Nonlinearities in Strong PUFs	23
DeepCRF: Deep Learning-Enhanced CSI-Based RF Fingerprinting for Channel-Resilient WiFi Device Identification	23
GuardBox: A High-Performance Middlebox Providing Confidentiality and Integrity for Packets	23
Robust Proxy: Improving Adversarial Robustness by Robust Proxy Learning	23
Self-Secure Capacity-Achieving Feedback Schemes of Gaussian Multiple-Access Wiretap Channels With Degraded Message Sets	23
ECO-BIKE: Bridging the Gap Between PQC BIKE and GPU Acceleration	23
Low Communication Secure Computation From Semi-Trusted Hardware	23
Dynamic Analysis of Multiplex Networks With Hybrid Maintenance Strategies	23
Device-Enhanced Password-Based Threshold Single-Sign-On Authentication	23
GaitReload: A Reloading Framework for Defending Against On-Manifold Adversarial Gait Sequences	23
Towards Effective Rotation Generalization in UAV Object Re-Identification	22
A Stream Learning Approach for Real-Time Identification of False Data Injection Attacks in Cyber-Physical Power Systems	22
Dispersed Pixel Perturbation-Based Imperceptible Backdoor Trigger for Image Classifier Models	22
Parallel PAM for Secure Transmission	22
A GAN-Based Defense Framework Against Model Inversion Attacks	22
Online/Offline and History Indexing Identity-Based Fuzzy Message Detection	22
Secure Stabilization of Networked Lur’e Systems Suffering From DoS Attacks: A Resilient Memory-Based Event-Trigger Mechanism	22
An Adaptability-Enhanced Few-Shot Website Fingerprinting Attack Based on Collusion	22
Comprehensive Android Malware Detection Based on Federated Learning Architecture	22
Query-Efficient Decision-Based Black-Box Patch Attack	21
Scale-Invariant Adversarial Attack Against Arbitrary-Scale Super-Resolution	21
On the Unbearable Lightness of FIPS 140–2 Randomness Tests	21
Perception-Driven Imperceptible Adversarial Attack Against Decision-Based Black-Box Models	21
SStore: An Efficient and Secure Provable Data Auditing Platform for Cloud	21
Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems	21
Minimizing Adversarial Training Samples for Robust Image Classifiers: Analysis and Adversarial Example Generator Design	21
Discrete Spectral Encryption of Single-Carrier Signals With Pseudo Random Dynamic Keys	21
Joint Secure Beamforming and Power Splitting Design for MIMO Relay Assisted Over-the-Air Computation Networks With Imperfect CSI	20
Nebula: Self-Attention for Dynamic Malware Analysis	20
Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning	20
Dual Consistency-Constrained Learning for Unsupervised Visible-Infrared Person Re-Identification	20
A Lightweight Transformer-Based Approach of Specific Emitter Identification for the Automatic Identification System	20
ALScA: A Framework for Using Auxiliary Learning Side-Channel Attacks to Model PUFs	20
Fine-Grained Question-Level Deception Detection via Graph-Based Learning and Cross-Modal Fusion	20
PkT-SIN: A Secure Communication Protocol for Space Information Networks With Periodic k-Time Anonymous Authentication	20
Dual-Server Boolean Data Retrieval for Highly-Scalable Secure File Sharing Services	20
Attention Consistency Refined Masked Frequency Forgery Representation for Generalizing Face Forgery Detection	20
Redactable Blockchain From Decentralized Chameleon Hash Functions	20
Toward Secure and Verifiable Hybrid Federated Learning	20
Subversion-Resistant and Consistent Attribute-Based Keyword Search for Secure Cloud Storage	19
Information- and Coding-Theoretic Analysis of the RLWE/MLWE Channel	19
Hodor: Robust Fine-Grained Information Flow Control With Full Data Traffic Protection for Cloud-Edge Computing	19
Unified Performance Evaluation Method for Perceptual Image Hashing	19
Maximizing Uncertainty for Federated Learning via Bayesian Optimization-Based Model Poisoning	19
MDHE: A Malware Detection System Based on Trust Hybrid User-Edge Evaluation in IoT Network	19
On the Impact of Warden Collusion on Covert Communication in Wireless Networks	19
HiPDS: A Storage Hardware-Independent Plausibly Deniable Storage System	18
Erase and Repair: An Efficient Box-Free Removal Attack on High-Capacity Deep Hiding	18
Lightweight Privacy-Preserving GAN Framework for Model Training and Image Synthesis	18
Malicious Internet Entity Detection Using Local Graph Inference	18
MC-Net: Realistic Sample Generation for Black-Box Attacks	18
UltraVCS: Ultra-Fine-Grained Variable-Based Code Slicing for Automated Vulnerability Detection	18
Efficient and Privacy-Preserving Encode-Based Range Query Over Encrypted Cloud Data	18
Accountable Secret Committee Election and Anonymous Sharding Blockchain Consensus	18
Asymptotically Guaranteed Anti-Jamming Spread Spectrum Random Access Without Pre-Shared Secret	18
ReTrial: Robust Encrypted Malicious Traffic Detection via Discriminative Relation Incorporation and Misleading Relation Correction	18
Efficient Image Classification via Structured Low-Rank Matrix Factorization Regression	17
Video Anomaly Detection via Visual Cloze Tests	17
Proactive Eavesdropping of Physical Layer Security Aided Suspicious Communications in Fading Channels	17
BASUV: A Blockchain-Enabled UAV Authentication Scheme for Internet of Vehicles	17
Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging	17
Securing Angularly Dispersive Terahertz Links With Coding	17
PLCPrint: Fingerprinting Memory Attacks in Programmable Logic Controllers	17
Purified Authorization Service With Encrypted Message Moderation	17
The Art of Defense: Letting Networks Fool the Attacker	17