ForChaos: Real Time Application DDoS Detection Using Forecasting and Chaos Theory in Smart Home IoT Network

Table 7

Related studies results.

Study	Train (sec)	Wnd Size (sec)	Results (DR)	Attack	Features
[1]	3200	600	100	UDP Flood	Inc. bytes,; pckts No,; in & out; pckts
[2]	3194	60	99	SYN Flood,; DNS Flood,; ICMP Flood	pckts No
[3]	86400	300	100	KDD99	Bytes; flows; pckts; per min.
[4]	86400	900	100	SYN Flood	packet; src ip,; dst ip,; src port,; dst port
[5]	-	-	94	KDD99	pckts No; ip adr.
[6]	6000	60	99.5	KDD99	pckts No; ip adr
[7]	-	-	93.75	DARPA	packets
[8]	-	-	98.4	KDD99	pckts No; ip adr.
For Chaos	1000	30	98.61-100; (Flood); 94.93-100; (Slow-Rt)	App. Flood; Slow-Rate	Table 1.