OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Information Forensics and Security is 66. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
sBugChecker: A Systematic Framework for Detecting Solidity Compiler-Introduced Bugs	354
Toward Automatic Heap Exploit Generation by Using Heap Layout Constraints on Binary Programs	205
Double-Layered Dual-Syndrome Trellis Codes Utilizing Channel Knowledge for Robust Steganography	181
Refining Positive and Toxic Samples for Dual Safety Self-Alignment of LLMs With Minimal Human Interventions	167
PCSR: Enabling Cross-Modal Semantic Retrieval With Privacy Preservation	163
BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing	159
MPA: Lightweight and Updatable Integrity Auditing for Decentralized Storage Using Merkle Trees and Polynomial Commitments	156
Experimental Validation of Information-Theoretic Physical Layer Security	146
A Decentralized Threshold Credential Management With Fine-Grained Authentication for VANETs	141
Learning Corruption-Invariant Components and Cross-Modal Correspondence for Unsupervised Visible-Infrared Person Re-Identification	141
STMWF: Multi-Tab Website Fingerprinting via Spatial–Temporal Sequence Analysis	134
Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation	134
FADE: A Dataset for Detecting Falling Objects Around Buildings in Video	133
A Note on “Secure and Efficient Outsourcing of PCA-Based Face Recognition”	127
Early-Stage Detection of Encrypted Malware Traffic via Multi-Flow Temporal Graph Learning	122
M ³ -ReID: Unifying Multi-View, Granularity, and Modality for Video-Based Visible-Infrared Person Re-Identification	121
Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack	121
FVFSNet: Frequency-Spatial Coupling Network for Finger Vein Authentication	117
QS-BTrust: A Quantum-Secure Privacy-Preserving Protocol With Revocation for Trusted Broadcasting in Integrated Vehicular Networks	110
SSME: A Semi-Supervised Specific Emitter Identification Method With Manifold Enhancement	110
Traceable and Collision-Resilient Differential Privacy	109
Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code	108
Uncoordinated Syntactic Privacy: A New Composable Metric for Multiple, Independent Data Publishing	107
CleanerCLIP: Fine-Grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning	105
BatchAuth: A Physical Layer Batch Authentication Scheme for Multiple Backscatter Devices	105

SF2Net: Sequence Feature Fusion Network for Palmprint Verification	103
Beyond Access Pattern: Efficient Volume-Hiding Multi-Range Queries Over Outsourced Data Services	100
Learnable Prompts With Neighbor-Aware Correction for Text-Based Person Search	99
CR-DAP: A Comprehensive and Regulatory Decentralized Anonymous Payment System	97
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks	97
Low Complexity Byzantine-Resilient Federated Learning	97
Outlier-Resistant Non-Fragile Control of Nonlinear Networked Systems Under DoS Attacks and Multi-Variable Event-Triggered SC Protocol	96
PUF-Phenotype: A Robust and Noise-Resilient Approach to Aid Group-Based Authentication With DRAM-PUFs Using Machine Learning	94
PalmIR: Blind Palmprint Image Restoration With Palm-Oriented Mixture-of-Experts and Downstream Alignment for Robust Identification	89
TCPP: Achieving Privacy-Preserving Trajectory Correlation With Differential Privacy	88
Multisource Heterogeneous Specific Emitter Identification Using Attention Mechanism-Based RFF Fusion Method	87
Reinforcement Learning-Based Personalized Differentially Private Federated Learning	87
Analytical and Experimental Validation of Wireless Authentication Through Enhanced RF Fingerprints of Chaotic Antenna Arrays	85
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification	84
Enhancing Federated Learning With Differentially Private Continuous Data Release via k -Ary Trees	84
Citywide Multi-Step Crime Prediction via Context-Aware Bayesian Tensor Decomposition	83
ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework	83
Ellipsoid Control: A White-List Jailbreak Defense via Benign Latent Modeling	82
Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning	82
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification	81
DySec: A Machine Learning-Based Dynamic Analysis for Detecting Malicious Packages in PyPI Ecosystem	81
No Time for Remodulation: A PHY Steganographic Symbiotic Channel Over Constant Envelope	79
Dual-Stream Autoencoder With Spatial and High-Frequency Feature Interaction for Contactless Fingerprint Presentation Attack Detection	79
Rethinking Cross-Table Quantization Step Estimation: From Global and Local Perspectives	78
The Lives of Others: Snooping on Smartphone Usage Behaviors via Attention-Enabled Multi-Channel Spatiotemporal Information Fusion	77
The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter	76
SecBNN: Efficient Secure Inference on Binary Neural Networks	76
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	75
Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios	75
Bridging Lab and Industry: Practical SPA-GPT on Cryptosystems Boosted by LSTM and Simulated Annealing	73
Implicit Alignment-Based Cross-Modal Symbiotic Network for Text-to-Image Person Re-Identification	73
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks	72
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach	72
Secure Off-Chain Payment Protocol From Ciphertext Unlinkable Autonomous Path Proxy Re-Encryption in Blockchain	70
Attacking Mouse Dynamics Authentication Using Novel Wasserstein Conditional DCGAN	70
N Truths and a Lie: Consistency-Based Backdoor Defense for Vertical Federated Learning	69
Mixed-Bit Sampling Marking: Toward Unifying Document Authentication in Copy-Sensitive Graphical Codes	68
Customized Transformer Adapter With Frequency Masking for Deepfake Detection	68
Generalized Autonomous Path Proxy Re-Encryption Scheme to Support Branch Functionality	66
Patronus : Plug-and-Play and Near-Lossless Facial Privacy Enhancement Against Reconstruction Attacks	66
ABP-DKM: An Efficient Decentralized Key Management Scheme Based on Asymmetric Bivariate Polynomial	66