Imperceptibility.json

{
    "$schema": "",
    "$id": "",
    "title": "NNW NNW v1 AIW/AIM",
    "Identifier": {
        "ImplementerID": "/* String assigned by IIDRA */",
        "Specification": {
            "Standard": "MPAI-NNW",
            "AIW": "NNW-imperceptibility",
            "AIM": "NNW-imperceptibility",
            "Version": "1"
        }
    },
    "APIProfile": "basic",
    "Description": "This AIF is used to call the AIW of NNW imperceptibility evaluation ",
    "Types": [
        {
            "Name": "dataset",
            "Type": "dataset"
        },
        {
            "Name": "parameters",
            "Type": "tensor[]"
        },
        {
            "Name": "inference",
            "Type": "output"
        },
        {
            "Name": "bitstring",
            "Type": "uint8[]"
        }
    ],
    "Ports": [
        {
            "Name": "training dataset",
            "Direction": "Input",
            "RecordType": "dataset"
        },
        {
            "Name": "watermarked parameter",
            "Direction": "InputOutput",
            "RecordType": "parameters"
        },
        {
            "Name": "watermarked inference",
            "Direction": "InputOutput",
            "RecordType": "inference"
        },
        {
            "Name": "testing dataset",
            "Direction": "Input",
            "RecordType": "dataset"
        },
        {
            "Name": "unwatermarked parameter",
            "Direction": "InputOutput",
            "RecordType": "parameters"
        },
        {
            "Name": "unwatermarked inference",
            "Direction": "InputOutput",
            "RecordType": "inference"
        },
        {
            "Name": "payload",
            "Direction": "Input",
            "RecordType": " bitstring "
        }
    ],
    "SubAIMs": [
        {
            "Name": "AIM",
            "Identifier": {
                "ImplementerID": "/* String assigned by IIDRA */",
                "Specification": {
                    "Standard": "MPAI-NNW",
                    "AIW": "NNW-imperceptibility",
                    "AIM": "AIM",
                    "Version": "1"
                }
            }
        },
        {
            "Name": "WatermarkEmbedder",
            "Identifier": {
                "ImplementerID": "/* String assigned by IIDRA */",
                "Specification": {
                    "Standard": "MPAI-NNW",
                    "AIW": "NNW-imperceptibility",
                    "AIM": "WatermarkEmbedder",
                    "Version": "1"
                }
            }
        },
        {
            "Name": "AIMtrainer",
            "Identifier": {
                "ImplementerID": "/* String assigned by IIDRA */",
                "Specification": {
                    "Standard": "MPAI-NNW",
                    "AIW": "NNW-imperceptibility",
                    "AIM": "AIMtrainer",
                    "Version": "1"
                }
            }
        },
        {
            "Name": "Comparator",
            "Identifier": {
                "ImplementerID": "/* String assigned by IIDRA */",
                "Specification": {
                    "Standard": "MPAI-NNW",
                    "AIW": "NNW-imperceptibility",
                    "AIM": "Comparator",
                    "Version": "1"
                }
            }
        }
    ],
    "Topology": [
        {
            "Output": {
                "AIMName": "",
                "PortName": "Training dataset_1"
            },
            "Input": {
                "AIMName": "AIMtrainer",
                "PortName": " Training dataset_1"
            }
        },
        {
            "Output": {
                "AIMName": "AIMtrainer",
                "PortName": "unwatermarked parameter"
            },
            "Input": {
                "AIMName": "AIM",
                "PortName": "unwatermarked parameter"
            }
        },
        {
            "Output": {
                "AIMName": "",
                "PortName": "Testing dataset_1"
            },
            "Input": {
                "AIMName": "AIM",
                "PortName": "Testing dataset_1"
            }
        },
        {
            "Output": {
                "AIMName": "AIM",
                "PortName": "unwatermarked inference"
            },
            "Input": {
                "AIMName": "Measure",
                "PortName": "unwatermarked inference"
            }
        },
        {
            "Output": {
                "AIMName": "",
                "PortName": "Training dataset_2"
            },
            "Input": {
                "AIMName": "WatermarkEmbedder",
                "PortName": " Training dataset_2"
            }
        },
        {
            "Output": {
                "AIMName": "",
                "PortName": "payload"
            },
            "Input": {
                "AIMName": "WatermarkEmbedder",
                "PortName": "payload"
            }
        },
        {
            "Output": {
                "AIMName": "WatermarkEmbedder",
                "PortName": "watermarked parameter"
            },
            "Input": {
                "AIMName": "AIM",
                "PortName": "watermarked parameter"
            }
        },
        {
            "Output": {
                "AIMName": "",
                "PortName": "Testing dataset_2"
            },
            "Input": {
                "AIMName": "AIM",
                "PortName": "Testing dataset_2"
            }
        },
        {
            "Output": {
                "AIMName": "AIM",
                "PortName": "watermarked inference"
            },
            "Input": {
                "AIMName": "Measure",
                "PortName": "watermarked inference"
            }
        }
    ]
}