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⭐ Find this useful? Clone it, star the repo, and cite the paper. If you use this model in academic or professional work, please cite arXiv:2603.20131 (see How to cite). Model DOI:10.57967/hf/9777.
saki007ster/CybersecurityRiskAnalyst on Ollamallama architecture, 8.03B parameters)
10.57967/hf/97771# Pull the model
2ollama pull saki007ster/CybersecurityRiskAnalyst
3
4# Or pull-and-run in one step
5ollama run saki007ster/CybersecurityRiskAnalyst1ollama run saki007ster/CybersecurityRiskAnalyst \
2 "We run a 200-person fintech on AWS with no formal incident response plan. \
3 Assess our top cyber risks and map them to NIST CSF."1curl http://localhost:11434/api/generate -d '{
2 "model": "saki007ster/CybersecurityRiskAnalyst",
3 "prompt": "Perform a NIST CSF gap analysis for a small healthcare provider storing PHI in a single on-prem server.",
4 "stream": false
5}'1import ollama
2
3response = ollama.chat(
4 model="saki007ster/CybersecurityRiskAnalyst",
5 messages=[{
6 "role": "user",
7 "content": "Prioritize remediation for an org with exposed RDP, no MFA, and unpatched VPN.",
8 }],
9)
10print(response["message"]["content"])Gupta, Ravish; Kumar, Saket; Sharma, Shreeya; Dang, Maulik; and Aggarwal, Abhishek (2026). An Agentic Multi-Agent Architecture for Cybersecurity Risk Management. arXiv preprint arXiv:2603.20131.
Gupta, R., Kumar, S., Sharma, S., Dang, M., & Aggarwal, A. (2026). An Agentic Multi-Agent Architecture for Cybersecurity Risk Management. arXiv preprint arXiv:2603.20131.Gupta, Ravish, et al. "An Agentic Multi-Agent Architecture for Cybersecurity Risk Management." arXiv preprint arXiv:2603.20131 (2026).Gupta, Ravish, Saket Kumar, Shreeya Sharma, Maulik Dang, and Abhishek Aggarwal. "An Agentic Multi-Agent Architecture for Cybersecurity Risk Management." arXiv preprint arXiv:2603.20131 (2026).Gupta, R., Kumar, S., Sharma, S., Dang, M. and Aggarwal, A., 2026. An Agentic Multi-Agent Architecture for Cybersecurity Risk Management. arXiv preprint arXiv:2603.20131.Gupta R, Kumar S, Sharma S, Dang M, Aggarwal A. An Agentic Multi-Agent Architecture for Cybersecurity Risk Management. arXiv preprint arXiv:2603.20131. 2026.1@article{gupta2026agentic,
2 title = {An Agentic Multi-Agent Architecture for Cybersecurity Risk Management},
3 author = {Gupta, Ravish and Kumar, Saket and Sharma, Shreeya and Dang, Maulik and Aggarwal, Abhishek},
4 journal = {arXiv preprint arXiv:2603.20131},
5 year = {2026}
6}CITATION.cff is also provided — GitHub will render a "Cite this repository" button from it.1@misc{kumar2026cybersecurityriskanalyst,
2 author = {Saket Kumar and Ravish Gupta},
3 title = {CybersecurityRiskAnalyst (Revision 1842e1c)},
4 year = {2026},
5 url = {https://huggingface.co/saki007ster/CybersecurityRiskAnalyst},
6 doi = {10.57967/hf/9777},
7 publisher = {Hugging Face}
8}The model artifact was built by Saket Kumar and Ravish Gupta (hence two authors on the model DOI). The paper (arXiv:2603.20131) has five authors — for academic/professional use, prefer the paper citation above; use the model DOI for reproducibility/data-availability statements.
10.57967/hf/9777):saki007ster)10.57967/hf/9777