adversarial machine learning 1backdoor attacks 1dynamic triggers 1quantum neural networks 1quantum security 1
From the 1 of 3 linked papers with an AI index.
3 papers
quant-ph2026
Input-Aware Dynamic Backdoor Attack Against Quantum Neural Networks
Junrui Zhang, Zemin Chen, Lusi Li +3
The paper introduces Q-DIBA, an input‑aware dynamic backdoor attack for quantum neural networks that jointly trains a classical trigger generator with the QNN and uses an ensemble…
cs.LG2026
Deep Incomplete Multi-View Clustering via Hierarchical Imputation and Alignment
Yiming Du, Ziyu Wang, Jian Li +2
Incomplete multi-view clustering (IMVC) aims to discover shared cluster structures from multi-view data with partial observations. The core challenges lie in accurately imputing mi…
cs.CR2025
Heterogeneous Graph Backdoor Attack
Jiawei Chen, Lusi Li, Daniel Takabi +2
Heterogeneous Graph Neural Networks (HGNNs) excel in modeling complex, multi-typed relationships across diverse domains, yet their vulnerability to backdoor attacks remains unexplo…