Skip to content
DraconiticResearch
Search Sources API
203,948 studies31 sourcesUpdated 3 min ago
Peer-reviewedCC BY-NC-ND 4.0Scientific Reports

A generative adversarial network-augmented dual-stream Mamba-transformer framework for advanced intrusion detection and cyber threat mitigation in smart healthcare networks

Related

  1. Adversarial generative transfer learning with self-selective attention transformer for multi-class fault diagnosis under variable-speed conditions
    Ava Foroughi, Javad Hasanpour-Sangelaji, Mostafa Abedi
    Scientific ReportsPeer-reviewedCC BY-NC-ND 4.0Full textCrossref
  2. GAC-BiT-CNN: A Hybrid Generative Adversarial Capsule–Transformer–CNN Model with Fused Protein Language Model Embeddings for Methyltransferase Prediction
    Muhammad Muazzam, Farman Ali, Raed Alsini +3
    International Journal of Molecular SciencesPeer-reviewedCC BY 4.0General biochemistryCrossref
  3. Epistemological Resilience in Multi-Agentic AI Swarms: Architectural Blueprint for Adversarial Cognitive Pentesting And Strategic Corporate Risk Mitigation
    Arief Hidayatullah
    ZenodoPreprintCC BY-NC-ND 4.0Full textZenodo
  4. HQMSGAN: Enhancing Adversarial Robustness Using Hybrid Quantum-Classical Multi-Scale Generative Adversarial Network
    Entropy (Basel, Switzerland)Peer-reviewedCC BYFull textEurope PMC
  5. A generative adversarial network with enhanced feature extraction for intelligent interface generation
    Yingquan Wang, Peng Han
    Scientific ReportsPeer-reviewedCC BY-NC-ND 4.0Full textCrossref
BibTeX
@article{kumar2026generative,
  title = {{A generative adversarial network-augmented dual-stream Mamba-transformer framework for advanced intrusion detection and cyber threat mitigation in smart healthcare networks}},
  author = {Purushottam Kumar and Sanjay Kumar and Indrajit Mukherjee},
  journal = {Scientific Reports},
  year = {2026},
  month = nov,
  doi = {10.1038/s41598-026-74494-4},
  url = {https://www.nature.com/articles/s41598-026-74494-4},
  note = {CC BY-NC-ND 4.0},
}
RIS
TY  - JOUR
TI  - A generative adversarial network-augmented dual-stream Mamba-transformer framework for advanced intrusion detection and cyber threat mitigation in smart healthcare networks
AU  - Purushottam Kumar
AU  - Sanjay Kumar
AU  - Indrajit Mukherjee
PY  - 2026
DA  - 2026/11/05
JO  - Scientific Reports
DO  - 10.1038/s41598-026-74494-4
UR  - https://www.nature.com/articles/s41598-026-74494-4
SN  - 2045-2322
ER  -