anasm3/FL-IDPS: FL-IDPS v1.0.0 - Initial Release
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| Formato: | Recurso digital |
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Zenodo
2026
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| _version_ | 1866901599891226624 |
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| author | anasm3 |
| author_facet | anasm3 |
| contents | <h2>FL-IDPS v1.0.0 - Initial Release</h2> <p>Federated Deep Learning Framework for Privacy-Preserving Intrusion Detection and Prevention in IoT Networks.</p> <h3>Features</h3> <ul> <li>FedDLMIDPSM model with 5 hidden layers</li> <li>Differential Privacy (configurable ε)</li> <li>90% gradient compression via Top-K sparsification</li> <li>Intrusion Prevention System (IPS)</li> <li>CICIoT2023 dataset support</li> </ul> <h3>Files</h3> <ul> <li><a>fl_idps.py</a> - Main implementation</li> <li><a>data_loader.py</a> - Dataset loader</li> <li><a>examples/demo.ipynb</a> - Tutorial notebook</li> </ul> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18290120 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | anasm3/FL-IDPS: FL-IDPS v1.0.0 - Initial Release anasm3 <h2>FL-IDPS v1.0.0 - Initial Release</h2> <p>Federated Deep Learning Framework for Privacy-Preserving Intrusion Detection and Prevention in IoT Networks.</p> <h3>Features</h3> <ul> <li>FedDLMIDPSM model with 5 hidden layers</li> <li>Differential Privacy (configurable ε)</li> <li>90% gradient compression via Top-K sparsification</li> <li>Intrusion Prevention System (IPS)</li> <li>CICIoT2023 dataset support</li> </ul> <h3>Files</h3> <ul> <li><a>fl_idps.py</a> - Main implementation</li> <li><a>data_loader.py</a> - Dataset loader</li> <li><a>examples/demo.ipynb</a> - Tutorial notebook</li> </ul> |
| title | anasm3/FL-IDPS: FL-IDPS v1.0.0 - Initial Release |
| url | https://doi.org/10.5281/zenodo.18290120 |