Quantum Framework

Network Attack Traffic Detection With Hybrid Quantum-Enhanced Convolution Neural Network

Authors: Zihao Wang, Kar Wai Fok, Vrizlynn L. L. Thing | Published: 2025-04-29
Performance Evaluation Method
Attack Detection
Quantum Framework

An Intelligent Quantum Cyber-Security Framework for Healthcare Data Management

Authors: Kishu Gupta, Deepika Saxena, Pooja Rani, Jitendra Kumar, Aaisha Makkar, Ashutosh Kumar Singh, Chung-Nan Lee | Published: 2024-10-04
Privacy Protection
Quantum Framework
Quantum Cryptography Technology

Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML

Authors: Siddhant Dutta, Pavana P Karanth, Pedro Maciel Xavier, Iago Leal de Freitas, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira | Published: 2024-09-14 | Updated: 2024-10-12
Privacy Protection
Privacy Protection Method
Quantum Framework

Training quantum machine learning models on cloud without uploading the data

Authors: Guang Ping He | Published: 2024-09-06 | Updated: 2024-10-07
Algorithm
Watermarking
Quantum Framework

Security Concerns in Quantum Machine Learning as a Service

Authors: Satwik Kundu, Swaroop Ghosh | Published: 2024-08-18
Cybersecurity
Data Obfuscation
Quantum Framework

Quantum Clustering for Cybersecurity

Authors: Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique | Published: 2024-08-05
Algorithm
Cybersecurity
Quantum Framework

Guardians of the Quantum GAN

Authors: Archisman Ghosh, Debarshi Kundu, Avimita Chatterjee, Swaroop Ghosh | Published: 2024-04-24 | Updated: 2024-05-15
Watermarking
Security Analysis
Quantum Framework

A Comparative Analysis of Adversarial Robustness for Quantum and Classical Machine Learning Models

Authors: Maximilian Wendlinger, Kilian Tscharke, Pascal Debus | Published: 2024-04-24
Poisoning
Adversarial Training
Quantum Framework

PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud

Authors: Zhepeng Wang, Yi Sheng, Nirajan Koirala, Kanad Basu, Taeho Jung, Cheng-Chang Lu, Weiwen Jiang | Published: 2024-04-20
Watermarking
Quantum Framework
Quantum Cryptography Technology

QuantumLeak: Stealing Quantum Neural Networks from Cloud-based NISQ Machines

Authors: Zhenxiao Fu, Min Yang, Cheng Chu, Yilun Xu, Gang Huang, Fan Chen | Published: 2024-03-16
Watermarking
Model Extraction Attack
Quantum Framework