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hapticslabs authored Sep 29, 2023
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Expand Up @@ -10,19 +10,19 @@ of enterprise-wide AI solutions.

CertEye has 5 core features:

`certeye-governance`: choose, prioritize, time, implement, track, and review AI ethics policies and controls suitable for your organization
`certeye-governance`: choose, prioritize, time, implement, track, and review AI ethics policies and controls suitable for your organization (https://doi.org/10.1109/TAI.2022.3225132).


`certeye-pcp`: continuously identify of AI ethics issues in your AI pipelines using CI/CDs, playbooks, and testing sandboxes.
`certeye-pcp`: continuously identify of AI ethics issues in your AI pipelines using CI/CDs, playbooks, and testing sandboxes (https://arxiv.org/abs/2206.11981).


`certeye-pep`: continuously fix AI ethics issues in your AI pipelines using CI/CDs, playbooks, and testing sandboxes.


`certeye-observability`: monitor various metrics (e.g., fairness loss, PII exposure, carbon footprint per unit), audit traces, and well-know metrics (e.g., response time, peak load, cache hit rate) during the execution of AI models in deployment and post-deployment stages.
`certeye-observability`: monitor various metrics such as fairness loss, PII exposure, carbon footprint per unit, audit traces, and well-know metrics (e.g., response time, peak load, cache hit rate) during the execution of AI models in deployment and post-deployment stages (https://arxiv.org/abs/2306.01788).


`certeye-eoar`: prevent and mitigate threats on AI assets using a custom Threat Mitigation Matrix (https://arxiv.org/pdf/2207.00091.pdf).
`certeye-eoar`: prevent and mitigate threats on AI assets using a custom Threat Mitigation Matrix (https://arxiv.org/pdf/2207.00091.pdf, https://doi.org/10.1109/COMST.2019.2922584).


https://github.com/ngatilio/CertEye/assets/17088165/41cad582-a84d-4cc7-8abe-4d59a12dfea9
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