OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Information Forensics and Security is 62. 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 2022-06-01 to 2026-06-01.)

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
Learning Corruption-Invariant Components and Cross-Modal Correspondence for Unsupervised Visible-Infrared Person Re-Identification	97
A Decentralized Threshold Credential Management With Fine-Grained Authentication for VANETs	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
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps	66
Hamster: A Fast Synchronous Byzantine Fault Tolerant Protocol	66
Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios	66
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
Casper: A Causality-Inspired Defense With Confounder Against Label Inference Attacks in Vertical Split Federated Learning	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