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
Learning Corruption-Invariant Components and Cross-Modal Correspondence for Unsupervised Visible-Infrared Person Re-Identification	141
A Decentralized Threshold Credential Management With Fine-Grained Authentication for VANETs	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
Attention-SA: Exploiting Model-Approximated Data Semantics for Adversarial Attack	121
M ³ -ReID: Unifying Multi-View, Granularity, and Modality for Video-Based Visible-Infrared Person Re-Identification	121
FVFSNet: Frequency-Spatial Coupling Network for Finger Vein Authentication	117
SSME: A Semi-Supervised Specific Emitter Identification Method With Manifold Enhancement	110
QS-BTrust: A Quantum-Secure Privacy-Preserving Protocol With Revocation for Trusted Broadcasting in Integrated Vehicular Networks	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
BatchAuth: A Physical Layer Batch Authentication Scheme for Multiple Backscatter Devices	105
CleanerCLIP: Fine-Grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning	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
Low Complexity Byzantine-Resilient Federated Learning	97
CR-DAP: A Comprehensive and Regulatory Decentralized Anonymous Payment System	97
Transformer Based Defense GAN Against Palm-Vein Adversarial Attacks	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
Reinforcement Learning-Based Personalized Differentially Private Federated Learning	87
Multisource Heterogeneous Specific Emitter Identification Using Attention Mechanism-Based RFF Fusion Method	87
Analytical and Experimental Validation of Wireless Authentication Through Enhanced RF Fingerprints of Chaotic Antenna Arrays	85
Enhancing Federated Learning With Differentially Private Continuous Data Release via k -Ary Trees	84
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification	84
ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework	83
Citywide Multi-Step Crime Prediction via Context-Aware Bayesian Tensor Decomposition	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
DySec: A Machine Learning-Based Dynamic Analysis for Detecting Malicious Packages in PyPI Ecosystem	81
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification	81
Dual-Stream Autoencoder With Spatial and High-Frequency Feature Interaction for Contactless Fingerprint Presentation Attack Detection	79
No Time for Remodulation: A PHY Steganographic Symbiotic Channel Over Constant Envelope	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
SecBNN: Efficient Secure Inference on Binary Neural Networks	76
The Effect of Inverse Square Law of Light on ENF in Videos Exposed by Rolling Shutter	76
Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios	75
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	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
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach	72
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks	72
Attacking Mouse Dynamics Authentication Using Novel Wasserstein Conditional DCGAN	70
Secure Off-Chain Payment Protocol From Ciphertext Unlinkable Autonomous Path Proxy Re-Encryption in Blockchain	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
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
Generalized Autonomous Path Proxy Re-Encryption Scheme to Support Branch Functionality	66