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Cookbook for Input Data Filtering/Guardrail Deployments#46

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GiulioZizzo wants to merge 15 commits intocosai-oasis:mainfrom
GiulioZizzo:input_filtering
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Cookbook for Input Data Filtering/Guardrail Deployments#46
GiulioZizzo wants to merge 15 commits intocosai-oasis:mainfrom
GiulioZizzo:input_filtering

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@GiulioZizzo
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This PR adds a practical "how-to" cookbook for guardrail deployment and testing for LLM MCP environments.

6 overall principles are described, which cover a range of aspects to consider when hardening a system against prompt injection and jailbreaking attacks.

5 example notebooks are included which practically demonstrate topics discussed and can be run by the user to gain hands on experience.

GiulioZizzo and others added 15 commits January 12, 2026 06:07
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
Signed-off-by: GiulioZizzo <giulio.zizzo2@ibm.com>
@imolloy
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imolloy commented Mar 16, 2026

Addresses some points in #58. @rabbidave can you please review the PR and see if there are any missing items in either the PR or in the linked issue (the task list might not be complete).

@sarahnovotny
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ooh, @rabbidave did you offer the PR we spoke about which will connect the work in #43 to this cookbook?

@sarahnovotny
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ooh, @rabbidave did you offer the PR we spoke about which will connect the work in #43 to this cookbook?

Hello again! @rabbidave , could you get your #12 work into this playbook since we agreed it should live here?

@rabbidave
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@sarahnovotny @imolloy I got that separately moved into WS4 practical-guides, so this PR can move forward.

LMK if I misunderstood. Had Claude help with the sequencing of PRs and appreciate your patience.

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4 participants