Malignant Network Traffic Predictor
This web page serves as a demonstration of how to use the Malignant Net Traffic Predictor API.
Loaded Model
Name
(no model loaded)
Description
(no model loaded)
Manage Models
Create a Model
Predict From JSON
Predict From File
Predict File to File
Models available in this API container
Name
Type
Description
Actions
MalignantNetTrafficPredictor-v0.1
official
First official trained model. GradientBoostingClassifier w/ n_estimators=10, learning_rate=1.0, max_depth=4
Load
Create a New Model:
Name:
Description:
Estimators:
Learning Rate:
Max Depth:
Training file URL:
Predict from JSON string:
JSON String:
{ "ts": { "0": 1532540299.0008280277, "1": 1569018359.1118040085, "2": 1532530169.9988269806, "3": 1532559589.0070989132, "4": 1545427458.8178169727, "5": 1532541264.9982740879, "6": 1545473184.5008220673, "7": 1532584048.0054368973, "8": 1545408894.0408430099, "9": 1545415782.5179030895, "10": 1545473205.8314321041 }, "uid": { "0": "CuJz9l20s9QJ7C46wf", "1": "Cv5fgf2vlLuylYXpv1", "2": "CQPvIC4KSsR6gji5Gk", "3": "CqifsFRh08VZm3sCl", "4": "CXBoSb1a1YmtikRf84", "5": "CPkeOFVf9X0v6VZRa", "6": "CyBVT52L5iAVfXkgrk", "7": "CLKO0C1hoyhty82Lgc", "8": "CGlLp43Fr3pBsrWpt7", "9": "C4XOhleVElYWlMoX8", "10": "CBGxQp3uBdx2ZoGiBj" }, "id.orig_p": { "0": 64575, "1": 20137, "2": 58240, "3": 57194, "4": 53682, "5": 28586, "6": 50680, "7": 11169, "8": 35426, "9": 59524, "10": 27668 }, "id.resp_p": { "0": 23, "1": 62336, "2": 81, "3": 81, "4": 23, "5": 81, "6": 992, "7": 23, "8": 23, "9": 23, "10": 992 }, "proto": { "0": "tcp", "1": "tcp", "2": "tcp", "3": "tcp", "4": "tcp", "5": "tcp", "6": "tcp", "7": "tcp", "8": "tcp", "9": "tcp", "10": "tcp" }, "service": { "0": "-", "1": "-", "2": "-", "3": "-", "4": "-", "5": "-", "6": "-", "7": "-", "8": "-", "9": "-", "10": "-" }, "conn_state": { "0": "S0", "1": "OTH", "2": "S0", "3": "S0", "4": "S0", "5": "S0", "6": "RSTOS0", "7": "S0", "8": "S0", "9": "S0", "10": "RSTOS0" }, "history": { "0": "S", "1": "C", "2": "S", "3": "S", "4": "S", "5": "S", "6": "I", "7": "S", "8": "S", "9": "S", "10": "I" }, "orig_pkts": { "0": 1, "1": 0, "2": 1, "3": 1, "4": 3, "5": 1, "6": 3, "7": 1, "8": 1, "9": 1, "10": 3 }, "orig_ip_bytes": { "0": 40, "1": 0, "2": 40, "3": 40, "4": 180, "5": 40, "6": 120, "7": 40, "8": 60, "9": 60, "10": 120 }, "resp_pkts": { "0": 0, "1": 0, "2": 0, "3": 0, "4": 0, "5": 0, "6": 0, "7": 0, "8": 0, "9": 0, "10": 0 }, "resp_ip_bytes": { "0": 0, "1": 0, "2": 0, "3": 0, "4": 0, "5": 0, "6": 0, "7": 0, "8": 0, "9": 0, "10": 0 } }
Predict from input file:
Path/URL to input file: (
Note:
File location must be accessible to the machine/system the API is running on.)
Predict from input file to output file:
Path/URL to input file: (
Note:
File location must be accessible to the machine/system the API is running on.)
Path/URL to output file: (
Note:
File location must be accessible to the machine/system the API is running on.)
Go to the
Fast API /docs/ page
to interact directly with the API.
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