Malignant Network Traffic Predictor

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
Random	user	Random(estimators: 5, learning_rate: 0.8, max_depth: 3)

Create a New Model:

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
	}
}

Name	(no model loaded)
Description	(no model loaded)

Malignant Network Traffic Predictor

This web page serves as a demonstration of how to use the Malignant Net Traffic Predictor API.

Loaded Model

Models available in this API container

Predict from JSON string:

Predict from input file:

Predict from input file to output file: