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LLM Data Leakage Experiment#71

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priyanka-operant merged 5 commits intodevfrom
priyankatembey/gh63/security-ai-experiments
Jun 14, 2024
Merged

LLM Data Leakage Experiment#71
priyanka-operant merged 5 commits intodevfrom
priyankatembey/gh63/security-ai-experiments

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@priyanka-operant priyanka-operant commented Jun 14, 2024

v1 response:

{
    "k8s_version": "v1.23.17-eks-3af4770",
    "results": [
        {
            "experiment": "llm-data-leakage",
            "description": "This experiment checks whether the LLM AI Model is leaking any sensitive data such as PII data or secrets and keys in its response",
            "framework": "MITRE-ATLAS",
            "tactic": "Exfiltration",
            "technique": "LLM Data Leakage",
            "result": {
                "Check for PII data leakage in the AI model response": "fail"
            }
        }
    ]
}

Todo: Add more info in the output about why the experiment failed

@glenn-operant glenn-operant force-pushed the priyankatembey/gh63/security-ai-experiments branch from e74db57 to 240df17 Compare June 14, 2024 14:49
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There's a Experiments README that maintains a list of experiments, and their descriptions. Could you add this to it?

Comment thread internal/experiments/experiments_ai_data_leakage.go Outdated
Comment thread internal/experiments/experiments_ai_data_leakage.go
Comment thread internal/experiments/experiments_ai_data_leakage.go Outdated
Comment thread experiments/llm_data_leakage.yaml
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Rebased this PR to make it's build pass due to GHA changes I had done.

@priyanka-operant priyanka-operant merged commit 7071c74 into dev Jun 14, 2024
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Closes #63

@glenn-operant glenn-operant deleted the priyankatembey/gh63/security-ai-experiments branch January 2, 2025 19:03
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2 participants