ChaCha20

algorithmic-bytes · 37 views
algorithmic-byteshigh-entropy

What It Is

Bernstein's ChaCha20 stream cipher (2008) --- cryptographic-strength PRNG, the keystream of TLS 1.3 / QUIC / WireGuard. Detection-ceiling source: the framework should find ChaCha20 keystream geometrically indistinguishable from White Noise --- a stronger null than MT19937 (cryptographic vs statistical PRNG)

Interpretation

Standard analysis sees: rich, high-entropy values; aperiodic / broadband; high-complexity (noise-like); homoskedastic; monofractal; high-dimensional / space-filling. The atlas detects no named structure beyond this. It sits beside Wichmann-Hill in the atlas (standard-bank rank 20) — a neighbor conventional features miss.

What standard analysis sees
tail heaviness0.30
asymmetry0.48
occupancy0.92
short-range corr0.26
long-range memory0.28
spectral colour0.80
periodicity0.01
complexity0.90
time-irreversibility0.39
volatility clustering0.11
multifractality0.15
dimensionality0.90
nonstationarity0.26
What the atlas adds

Nothing beyond the standard reading — this source’s structure is already captured by standard features; the atlas adds no named residual.

Composition

dtypefloat64
range[5.282e-05, 0.9999]
unique values16384 / 16384
mean ± std0.505 ± 0.29

Render Gallery

Atlas Position

Nearest neighborDistance
glibc LCG1.58
BSL Residues1.61cross-origin
Wichmann-Hill1.66

Open in Atlas →

Which Geometries Light Up

Attractor ReconstructionAttractor Reconstruction:filling_ratiorank 3/3070.9829
Cantor SetCantor Set:jump_entropyrank 303/3070.0556
Catch24Catch24:SB_TransitionMatrix_3ac_sumdiagcovrank 305/3070.0000
D4 TrialityD4 Triality:gram_consistencyrank 2/3072.5026
Modular ResidueModular Residue:equidistribution_deviationrank 307/3070.0016
PredictabilityPredictability:cond_entropy_k1rank 4/3072.9976
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