Object Detection

the below parameters are for various object detection attacks to know more about the different attack input parameters see docid\ u3g1wca wl4wed67bysah the values presented below are examples taken from the yolo model used in the reference implementation it is important to customize these values to achieve the best performance for your particular model json payload evasion { "normalize data" "yes", "model framework" "onnx", "defense bestonly" "no", "model api details" "na", "use model api" "no", } { "tab" "examples", "url" "https //api aws boschaishield com/prod/api/ais/v1 5/model analyse", "name" "model anaylsis", "method" "post", "request" { "pathparameters" \[ { "name" "model id", "kind" "optional", "type" "string", "description" "", "children" \[] } ], "queryparameters" \[], "headerparameters" \[ { "kind" "required", "name" "x api key", "type" "string", "children" \[], "description" "enter your api key" }, { "kind" "required", "name" "org id", "type" "string", "children" \[], "description" "enter your organization id" } ], "bodydataparameters" \[], "formdataparameters" \[] }, "results" { "languages" \[ { "id" "dl4hdcclth6dutou opbd", "code" "// 200 ok returns a json object containing unique model id and urls to upload required files ", "language" "200", "customlabel" "" }, { "id" "z5ds opimhsxfewrtknkw", "language" "401", "code" "// 401 unauthorized returns an error message if the provided api key or org id is invalid or expired ", "customlabel" "" }, { "id" "xjhl9zr5waz30f4gu2buz", "language" "400", "code" "// 400 bad request error returns an error message if the application cannot or will not process the request due to something that is perceived to be a client error (for example, malformed request syntax, invalid request message framing, etc )", "customlabel" "" }, { "id" "exy7xhvpq ht16gzp2cna", "language" "412", "code" "// 412 precondition failed returns an error message if access to the target resource has been denied (for example if any of the parameter value is incorrect or license has expired)", "customlabel" "" } ], "selectedlanguageid" "exy7xhvpq ht16gzp2cna" }, "examples" { "languages" \[ { "id" " mgbjlmu9k01z6cekara5", "language" "python", "code" "import requests\n\nmodelid=\\"<< enter model id >>\\"\nurl = \\"https //api aws boschaishield com/prod/api/ais/v1 5/model analyse/\\"+modelid+\\"\\"\n\n# please select proper payload for your usecase for extraction, evasion or poisoning \npayload={\n # <\<enter payload data>>\n}\nheaders = {\n 'accept' 'application/json',\n 'x api key' '########################################',\n 'org id' '####################################################################################################'\n}\n\nresponse = requests request(\\"post\\", url, headers=headers, data=payload)\n\nprint(response text)", "customlabel" "" }, { "id" "eztviargk4cgsi2z3kaop", "language" "curl", "code" "modelid=\\"<< enter model id >>\\"\ncurl location 'https //api aws boschaishield com/prod/api/ais/v1 5/model analyse/${modelid}' \\\\\n header 'x api key ########################################' \\\\\n header 'org id ####################################################################################################' \\\\\n header 'content type application/json' \\\\\n data '{\n <\<enter payload data>>\n}'", "customlabel" "" }, { "id" "kc6rvtvqgbj0xpczd7nak", "language" "nodejs", "code" "var request = require('request');\n\nmodelid = '<\<enter model id >>'\nvar options = {\n 'method' 'post',\n 'url' 'https //api aws boschaishield com/prod/api/ais/v1 5/model analyse/'+modelid+'',\n 'headers' {\n 'x api key' '########################################',\n 'org id' '####################################################################################################',\n 'content type' 'application/json'\n },\n body json stringify({\n // <\<enter task pair based payload>>\n })\n\n};\nrequest(options, function (error, response) {\n if (error) throw new error(error);\n console log(response body);\n});\n", "customlabel" "" }, { "id" "nx00rqrlxpofftydcguk0", "language" "javascript", "code" "var myheaders = new headers();\nmyheaders append(\\"x api key\\", \\"########################################\\");\nmyheaders append(\\"org id\\", \\"####################################################################################################\\");\nmyheaders append(\\"content type\\", \\"application/json\\");\n\nvar raw = json stringify({\n // << enter payload details based on task pair >>\n});\n\nvar modelid = \\"<< enter model id >>\\"\n\nvar requestoptions = {\n method 'post',\n headers myheaders,\n body raw,\n redirect 'follow'\n};\n\nfetch(\\"https //api aws boschaishield com/prod/api/ais/v1 5/model analyse/\\"+modelid+\\"\\", requestoptions)\n then(response => response text())\n then(result => console log(result))\n catch(error => console log('error', error));", "customlabel" "" } ], "selectedlanguageid" " mgbjlmu9k01z6cekara5" }, "description" "", "currentnewparameter" { "label" "path parameter", "value" "pathparameters" } } note in the response, job id and dashboard link will be available save these which would be used to track progress and download artifacts for using nodejs sample code, install npm package request given sample code for python is tested for python version 3 7 given sample code for nodejs and javascript is tested for node v20lts