Table 5 Statistics from posterior distribution of SIIDR parameters estimated with the ABC-SMC-MNN method
From: Modeling self-propagating malware with epidemiological models
WannaCry | \(\beta\) | \(\mu\) | \(\gamma _1\) | \(\gamma _2\) | dt |
|---|---|---|---|---|---|
variant | (mean, std) | (mean, std) | (mean, std) | (mean, std) | Â |
wc_1_500 ms | (0.16, 0.10) | (0.11, 0.11) | (0.79, 0.15) | (0.06, 0.07) | 0.09 |
wc_1_1 s | (0.16, 0.11) | (0.11, 0.10) | (0.80, 0.15) | (0.06, 0.06) | 0.06 |
wc_1_5 s | (0.05, 0.03) | (0.04, 0.03) | (0.82, 0.12) | (0.02, 0.01) | 0.16 |
wc_1_10 s | (0.13, 0.08) | (0.08, 0.07) | (0.80, 0.15) | (0.05, 0.04) | 0.09 |
wc_1_20 s | (0.22, 0.20) | (0.63, 0.24) | (0.46, 0.28) | (0.51, 0.29) | 0.99 |
wc_4_500 ms | (0.45, 0.26) | (0.66, 0.24) | (0.53, 0.28) | (0.47, 0.29) | 0.05 |
wc_4_1 s | (0.17, 0.13) | (0.11, 0.13) | (0.79, 0.17) | (0.07, 0.07) | 0.05 |
wc_4_5 s | (0.14, 0.10) | (0.09, 0.08) | (0.76, 0.18) | (0.07, 0.07) | 0.07 |
wc_4_10 s | (0.20, 0.17) | (0.23, 0.20) | (0.74, 0.20) | (0.07, 0.08) | 0.10 |
wc_4_20 s | (0.43, 0.26) | (0.65, 0.24) | (0.50, 0.29) | (0.51, 0.29) | 0.14 |
wc_8_500 ms | (0.17, 0.14) | (0.16, 0.16) | (0.79, 0.15) | (0.07, 0.08) | 0.03 |
wc_8_1 s | (0.17, 0.14) | (0.16, 0.16) | (0.76, 0.17) | (0.09, 0.09) | 0.03 |
wc_8_5 s | (0.45, 0.27) | (0.63, 0.24) | (0.47, 0.28) | (0.48, 0.29) | 0.07 |
wc_8_10 s | (0.47, 0.26) | (0.63, 0.24) | (0.49, 0.29) | (0.46, 0.29) | 0.06 |
wc_8_20 s | (0.14, 0.10) | (0.09, 0.09) | (0.80, 0.15) | (0.07, 0.06) | 0.07 |