OOIR: Observatory of International Research

Papers

(The median citation count of ACM Transactions on Privacy and Security is 3. 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
Privacy-Preserving Training of Support Vector Machines via Secure Multiparty Computation	62
Security Implications of the Morello Platform: An Empirical Threat Model-Based Analysis	57
Secure and Reliable Network Updates	55
Privacy-Preserving GAN for Synthetic Data against Membership Inference Attack	50
Deep PackGen: A Deep Reinforcement Learning Framework for Adversarial Network Packet Generation	50
Swarm Learning: A Survey of Concepts, Applications, and Trends	43
TLS-MHSA: An Efficient Detection Model for Encrypted Malicious Traffic based on Multi-Head Self-Attention Mechanism	35
Site Inspector: Improving Browser Communication of Website Security Information	34
AXECC: Benchmarking the Privacy and Accessibility Impact of Browser Extensions	30
A Secret Sharing-Inspired Robust Distributed Backdoor Attack to Federated Learning	29
Dimensional Robustness Certification for Deep Neural Networks in Network Intrusion Detection Systems	29
Binsec/Rel: Symbolic Binary Analyzer for Security with Applications to Constant-Time and Secret-Erasure	27
SPArch: A Hardware-oriented Sketch-based Architecture for High-speed Network Flow Measurements	22
Bi-objective Optimization in Role Mining	22
CBAs: Character-level Backdoor Attacks against Chinese Pre-trained Language Models	22
symbSODA: Configurable and Verifiable Orchestration Automation for Active Malware Deception	19
VFLGAN-TS: Vertical Federated Learning-based Generative Adversarial Networks for Publication of Vertically Partitioned Time-series Data	18
Differentially Private Real-Time Release of Sequential Data	18
A Decentralized Private Data Marketplace using Blockchain and Secure Multi-Party Computation	17
Spoofing Against Spoofing: Toward Caller ID Verification in Heterogeneous Telecommunication Systems	17
PredicTor: A Global, Machine Learning Approach to Tor Path Selection	16
An Experimental Assessment of Inconsistencies in Memory Forensics	16
Generalizable Multi-Model Fusion for Multi-Class DoS Detection Using Cognitive Diversity and Rank-Score Analysis	14
Fraud Detection under Siege: Practical Poisoning Attacks and Defense Strategies	14
Semi-Supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection	13

Adversarial Attack and Defense for Commercial Black-box Chinese-English Speech Recognition Systems	13
FairQuanti: Enhancing Fairness in Deep Neural Network Quantization via Neuron Role Contribution	13
VoiceFormer: Fusing Non-Acoustic Motion Sensors for High-Fidelity Voice Synthesis in Mobile Devices	13
A Policy-Based Conjunctive Scheme for Digital Forgetting of Co-Owned Data	13
Exploring Visual Explanations for Defending Federated Learning against Poisoning Attacks: Enhancing LayerCAM with Autoencoders	13
What Users Want From Cloud Deletion and the Information They Need: A Participatory Action Study	12
With Power comes Responsibility: Attack Synthesis for Industrial Control Systems using Large Language Models	12
Performance and Usability Evaluation of Brainwave Authentication Techniques with Consumer Devices	12
Privacy Against Agnostic Inference Attacks in Vertical Federated Learning	11
B ³ : Backdoor Attacks against Black-box Machine Learning Models	11
CySecBERT : A Domain-Adapted Language Model for the Cybersecurity Domain	11
Assessment Framework for the Identification and Evaluation of Main Features for Distributed Usage Control Solutions	10
Balancing Security and Privacy in Genomic Range Queries	10
ZTA-IoT: A Novel Architecture for Zero-Trust in IoT Systems and an Ensuing Usage Control Model	9
Identifying Fraudulent Users in E-commerce Applications through Spatiotemporal Fusion and Selective Aggregation	8
Cyber Threat Intelligence meets the Analytic Tradecraft	8
MGAN: A Multi-view Graph Adaptive Network for Robust Malicious Traffic Detection	8
Sphinx-in-the-Head: Group Signatures from Symmetric Primitives	8
Swarm: A Distributed Ledger-based Framework to Enhance Air Traffic Control Security Using ADS-B Protocol	8
Robust Large-Scale Detection of Living-Off-the-Land Reverse Shells via Data Synthesis	8
A Comparison of Systemic and Systematic Risks of Malware Encounters in Consumer and Enterprise Environments	8
AutoFR: Automated Filter Rule Generation for Adblocking	7
Euler : Detecting Network Lateral Movement via Scalable Temporal Link Prediction	7
CMD-EPD: A Graph Contrastive Learning Framework with Multi-Dimensional Fusion for Ethereum Phishing Detection	7
RansomShield: A Visualization Approach to Defending Mobile Systems Against Ransomware	7
SoK: Human-centered Phishing Susceptibility	7
End-to-End Security for Distributed Event-driven Enclave Applications on Heterogeneous TEEs	7
TV-AVN: Training Verdict Based on Random Forest for Misbehavior Detection in Autonomous Vehicle Networks	6
VPT: Privacy Preserving Energy Trading and Block Mining Mechanism for Blockchain Based Virtual Power Plants	6
Boost Your Immunity: VACCINE for Preventing a Novel Stealthy Slice Selection Attack in 5G and Beyond	6
Formal Security Analysis of the OpenID FAPI 2.0 Family of Protocols: Accompanying a Standardization Process	6
Evaluating Honeyfile Realism and Enticement Metrics	6
Privacy Policies across the Ages: Content of Privacy Policies 1996–2021	6
Intriguing Properties of Adversarial ML Attacks in the Problem Space [Extended Version]	6
Measures of Information Leakage for Incomplete Statistical Information: Application to a Binary Privacy Mechanism	6
Level Up with ML Vulnerability Identification: Leveraging Domain Constraints in Feature Space for Robust Android Malware Detection	5
Revisiting the Security of Biometric Authentication Systems Against Statistical Attacks	5
Resilient Dynamic Analysis for Windows Malware Technique Discovery against Behavior Obfuscation	5
Is Bitcoin Future as Secure as We Think? Analysis of Bitcoin Vulnerability to Bribery Attacks Launched through Large Transactions	5
End-to-Same-End Encryption: Modularly Augmenting an App with an Efficient, Portable, and Blind Cloud Storage	5
DeFiTrace: Event-Enriched Detection of Price Oracle Manipulation Across DeFi Transactions	5
Toward a Robust Detection of PowerShell Malware against Code Mixing and Obfuscation by Using Sentence Transformer and Similarity Learning	5
Certified Adversarial Robustness of End-to-End Malware Detectors via (De)Randomized Smoothing	5
TIMESAFE: Timing Interruption Monitoring and Security Assessment for Fronthaul Environments.	5
Quantifying and Exploiting Adversarial Vulnerability: Gradient-Based Input Pre-Filtering for Enhanced Performance in Black-Box Attacks	5
Assessing Cyber Risk in Cyber-Physical Systems Using the ATT&CK Framework	5
Privacy-preserving Resilient Consensus for Multi-agent Systems in a General Topology Structure	4
Integrating Remote Quantum Random Number Generator as a Shared Resource into GNU/Linux via D-Bus	4
Comprehensive Kernel Safety in the Spectre Era: Mitigations and Performance Evaluation	4
SatIQ: Extensible and Stable Satellite Authentication using Hardware Fingerprinting	4

The Dark Side of Native Code on Android	4
A Metric Differential Privacy Mechanism for Sentence Embeddings	4
Watermarking for Model Ownership Verification:Invisible at Deployment, Activated by Updates	4
Performance Enhancement of Intrusion Detection System in Cloud by Using Boruta Algorithm	4
Rectifying Multi-Attack Adversarial Perturbations in Deep Neural Network based Image Classifier	4
Specifying and Verifying Information Flow Control in SELinux Configurations	4
A Formal Lens on Android Permissions System: Modeling, Verification, and Exploitation Using LLMs and Model Checking	4
Flexichain: Flexible Payment Channel Network to Defend Against Channel Exhaustion Attack	4
Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks	3
OptiClass : An Optimized Classifier for Application Layer Protocols Using Bit Level Signatures	3
Uncovering CWE-CVE-CPE Relations with Threat Knowledge Graphs	3
Paralinguistic Privacy Protection at the Edge	3
A Novel Cross-Network Embedding for Anchor Link Prediction with Social Adversarial Attacks	3
Resilience-by-design in Adaptive Multi-agent Traffic Control Systems	3
Attack Detection Using Item Vector Shift in Matrix Factorisation Recommenders	3
ZT-SDN: An ML-Powered Zero-Trust Architecture for Software-Defined Networks	3
DELM: Deep Ensemble Learning Model for Anomaly Detection in Malicious Network Traffic-based Adaptive Feature Aggregation and Network Optimization	3
Beyond the Screen: Exploring Privacy Boundaries through Automated User Profiling	3
Pump Up Password Security! Evaluating and Enhancing Risk-Based Authentication on a Real-World Large-Scale Online Service	3
Assessing and Mitigating the Privacy Implications of Eye Tracking on Handheld Mobile Devices	3
Cheesecloth: Zero-Knowledge Proofs of Real-World Vulnerabilities	3
VulANalyzeR: Explainable Binary Vulnerability Detection with Multi-task Learning and Attentional Graph Convolution	3