Beyond Statistical Analysis in Chaos-Based CSPRNG Design

Table 1

NIST test results.

Test name (test no.)
	value	-rate
	0.01	0.9602
Frequency (1)	0.978072	0.9900
BlockFrequency (2)	0.759756	1.0000
CumulativeSums-forward (3)	0.249284	0.9800
CumulativeSums-backward (4)	0.851383	0.9800
Runs (5)	0.574903	0.9900
LongestRun (6)	0.816537	0.9800
Rank (7)	0.616305	1.0000
FFT (8)	0.334538	0.9900
NonOverlappingTemplate (9–156)	0.497008	0.9900
OverlappingTemplate (157)	0.978072	1.0000
Universal (158)	0.779188	0.9900
ApproximateEntropy (159)	0.534146	0.9900
RandomExcursions (160–167)	0.473546	0.9848
RandomExcursionsVariant (168–185)	0.327361	0.9848
Serial 1 (186)	0.739918	0.9800
Serial 2 (187)	0.911413	1.0000
LinearComplexity (188)	0.474986	1.0000
Success	—	15/15

Mean value.