OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Information Forensics and Security is 52. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Visible-Infrared Person Re-Identification via Homogeneous Augmented Tri-Modal Learning	190
Combining Graph-Based Learning With Automated Data Collection for Code Vulnerability Detection	148
Accurate Decentralized Application Identification via Encrypted Traffic Analysis Using Graph Neural Networks	147
Privacy-Enhanced Federated Learning Against Poisoning Adversaries	141
Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa	134
VAE-Stega: Linguistic Steganography Based on Variational Auto-Encoder	130
VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning	128
A Siamese CNN for Image Steganalysis	124
Smart and Practical Privacy-Preserving Data Aggregation for Fog-Based Smart Grids	122
Improving Physical Layer Security of Uplink NOMA via Energy Harvesting Jammers	117
An Automatic Cost Learning Framework for Image Steganography Using Deep Reinforcement Learning	106
ShieldFL: Mitigating Model Poisoning Attacks in Privacy-Preserving Federated Learning	104
Towards Transferable Adversarial Attack Against Deep Face Recognition	99
Privacy-Preserving Byzantine-Robust Federated Learning via Blockchain Systems	98
Radio Frequency Fingerprint Identification for Narrowband Systems, Modelling and Classification	97
MTD-Net: Learning to Detect Deepfakes Images by Multi-Scale Texture Difference	97
Privacy–Enhancing Face Biometrics: A Comprehensive Survey	92
Unsupervised Adversarial Domain Adaptation for Cross-Domain Face Presentation Attack Detection	87
Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware	86
Secure and Lightweight Conditional Privacy-Preserving Authentication for Securing Traffic Emergency Messages in VANETs	82
Image Tampering Localization Using a Dense Fully Convolutional Network	79
Secrecy Rate Optimization for Intelligent Reflecting Surface Assisted MIMO System	79
A Performance-Sensitive Malware Detection System Using Deep Learning on Mobile Devices	74
Attribute-Aligned Domain-Invariant Feature Learning for Unsupervised Domain Adaptation Person Re-Identification	72
Privacy-Preserving Aggregation-Authentication Scheme for Safety Warning System in Fog-Cloud Based VANET	71

Physical Layer Security Enhancement With Reconfigurable Intelligent Surface-Aided Networks	70
Fine-Grained Webpage Fingerprinting Using Only Packet Length Information of Encrypted Traffic	70
Privacy-Preserving Object Detection for Medical Images With Faster R-CNN	70
Face Anti-Spoofing via Adversarial Cross-Modality Translation	69
Privacy-Preserving Localization for Underwater Sensor Networks via Deep Reinforcement Learning	68
Covert Wireless Communications Under Quasi-Static Fading With Channel Uncertainty	67
Dynamic Tri-Level Relation Mining With Attentive Graph for Visible Infrared Re-Identification	66
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously	64
An Explainable AI-Based Intrusion Detection System for DNS Over HTTPS (DoH) Attacks	61
Specific Emitter Identification Based on Multi-Level Sparse Representation in Automatic Identification System	61
Learning One Class Representations for Face Presentation Attack Detection Using Multi-Channel Convolutional Neural Networks	60
DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing	58
Joint Optimization of Trajectory, Propulsion, and Thrust Powers for Covert UAV-on-UAV Video Tracking and Surveillance	58
Robust Image Forgery Detection Against Transmission Over Online Social Networks	58
Jamming and Eavesdropping Defense Scheme Based on Deep Reinforcement Learning in Autonomous Vehicle Networks	58
Self-Configurable Cyber-Physical Intrusion Detection for Smart Homes Using Reinforcement Learning	58
Secure Dynamic Searchable Symmetric Encryption With Constant Client Storage Cost	58
APMSA: Adversarial Perturbation Against Model Stealing Attacks	57
Random Partitioning Forest for Point-Wise and Collective Anomaly Detection—Application to Network Intrusion Detection	57
Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection	56
SMAKA: Secure Many-to-Many Authentication and Key Agreement Scheme for Vehicular Networks	56
Physical-Layer Authentication Using Multiple Channel-Based Features	55
A Generalizable Model-and-Data Driven Approach for Open-Set RFF Authentication	55
De-Pois: An Attack-Agnostic Defense against Data Poisoning Attacks	54
Learning Meta Pattern for Face Anti-Spoofing	53
Enabling Cross-Chain Transactions: A Decentralized Cryptocurrency Exchange Protocol	52
Improving Generalization by Commonality Learning in Face Forgery Detection	52
Fingerprint Spoof Detector Generalization	52
Multi-Agent Reinforcement Learning-Based Buffer-Aided Relay Selection in IRS-Assisted Secure Cooperative Networks	52