Analisis Teoritis dan Empiris Uji Craps dari Diehard Battery of Randomness Test untuk Pengujian Pembangkit Bilangan Acaksemu
According to Kerchoffs (1883), the security system should only rely on cryptographic keys which is used in that system. Generally, the key sequences are generated by a Pseudo Random Number Generator (PRNG) or Random Number Generator (RNG). There are three types of randomness sequences that generated...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Mathematics Department UIN Maulana Malik Ibrahim Malang
2013-05-01
|
| Series: | Cauchy: Jurnal Matematika Murni dan Aplikasi |
| Subjects: | |
| Online Access: | https://ejournal.uin-malang.ac.id/index.php/Math/article/view/3118 |
| _version_ | 1818233410690220032 |
|---|---|
| author | Sari Agustini Hafman Arif Fachru Rozi |
| author_facet | Sari Agustini Hafman Arif Fachru Rozi |
| author_sort | Sari Agustini Hafman |
| collection | DOAJ |
| description | According to Kerchoffs (1883), the security system should only rely on cryptographic keys which is used in that system. Generally, the key sequences are generated by a Pseudo Random Number Generator (PRNG) or Random Number Generator (RNG). There are three types of randomness sequences that generated by the RNG and PRNG i.e. pseudorandom sequence, cryptographically secure pseudorandom sequences, and real random sequences. Several statistical tests, including diehard battery of tests of randomness, is used to check the type of randomness sequences that generated by PRNG or RNG. Due to its purpose, the principle on taking the testing parameters and the test statistic are associated with the validity of the conclusion produced by a statistical test, then the theoretical analysis is performed by applying a variety of statistical theory to evaluate craps test, one of the test included in the diehard battery of randomness tests. Craps test, inspired by craps game, aims to examine whether a PRNG produces an independent and identically distributed (iid) pseudorandom sequences. To demonstrate the process to produce a test statistics equation and to show how craps games applied on that test, will be carried out theoretical analysis by applying a variety of statistical theory. Furthermore, empirical observations will be done by applying craps test on a PRNG in order to check the test effectiveness in detecting the distribution and independency of sequences which produced by PRNG |
| first_indexed | 2024-12-12T11:21:44Z |
| format | Article |
| id | doaj.art-6dbb4a0be64d4efaaeb7db6e214ad283 |
| institution | Directory Open Access Journal |
| issn | 2086-0382 2477-3344 |
| language | English |
| last_indexed | 2024-12-12T11:21:44Z |
| publishDate | 2013-05-01 |
| publisher | Mathematics Department UIN Maulana Malik Ibrahim Malang |
| record_format | Article |
| series | Cauchy: Jurnal Matematika Murni dan Aplikasi |
| spelling | doaj.art-6dbb4a0be64d4efaaeb7db6e214ad2832022-12-22T00:26:00ZengMathematics Department UIN Maulana Malik Ibrahim MalangCauchy: Jurnal Matematika Murni dan Aplikasi2086-03822477-33442013-05-012421622410.18860/ca.v2i4.31182757Analisis Teoritis dan Empiris Uji Craps dari Diehard Battery of Randomness Test untuk Pengujian Pembangkit Bilangan AcaksemuSari Agustini Hafman0Arif Fachru Rozi1Lembaga Sandi NegaraLembaga Sandi NegaraAccording to Kerchoffs (1883), the security system should only rely on cryptographic keys which is used in that system. Generally, the key sequences are generated by a Pseudo Random Number Generator (PRNG) or Random Number Generator (RNG). There are three types of randomness sequences that generated by the RNG and PRNG i.e. pseudorandom sequence, cryptographically secure pseudorandom sequences, and real random sequences. Several statistical tests, including diehard battery of tests of randomness, is used to check the type of randomness sequences that generated by PRNG or RNG. Due to its purpose, the principle on taking the testing parameters and the test statistic are associated with the validity of the conclusion produced by a statistical test, then the theoretical analysis is performed by applying a variety of statistical theory to evaluate craps test, one of the test included in the diehard battery of randomness tests. Craps test, inspired by craps game, aims to examine whether a PRNG produces an independent and identically distributed (iid) pseudorandom sequences. To demonstrate the process to produce a test statistics equation and to show how craps games applied on that test, will be carried out theoretical analysis by applying a variety of statistical theory. Furthermore, empirical observations will be done by applying craps test on a PRNG in order to check the test effectiveness in detecting the distribution and independency of sequences which produced by PRNGhttps://ejournal.uin-malang.ac.id/index.php/Math/article/view/3118craps gamescraps testindependent and identically distributed (iid)pseudo random number generator (prng) |
| spellingShingle | Sari Agustini Hafman Arif Fachru Rozi Analisis Teoritis dan Empiris Uji Craps dari Diehard Battery of Randomness Test untuk Pengujian Pembangkit Bilangan Acaksemu Cauchy: Jurnal Matematika Murni dan Aplikasi craps games craps test independent and identically distributed (iid) pseudo random number generator (prng) |
| title | Analisis Teoritis dan Empiris Uji Craps dari Diehard Battery of Randomness Test untuk Pengujian Pembangkit Bilangan Acaksemu |
| title_full | Analisis Teoritis dan Empiris Uji Craps dari Diehard Battery of Randomness Test untuk Pengujian Pembangkit Bilangan Acaksemu |
| title_fullStr | Analisis Teoritis dan Empiris Uji Craps dari Diehard Battery of Randomness Test untuk Pengujian Pembangkit Bilangan Acaksemu |
| title_full_unstemmed | Analisis Teoritis dan Empiris Uji Craps dari Diehard Battery of Randomness Test untuk Pengujian Pembangkit Bilangan Acaksemu |
| title_short | Analisis Teoritis dan Empiris Uji Craps dari Diehard Battery of Randomness Test untuk Pengujian Pembangkit Bilangan Acaksemu |
| title_sort | analisis teoritis dan empiris uji craps dari diehard battery of randomness test untuk pengujian pembangkit bilangan acaksemu |
| topic | craps games craps test independent and identically distributed (iid) pseudo random number generator (prng) |
| url | https://ejournal.uin-malang.ac.id/index.php/Math/article/view/3118 |
| work_keys_str_mv | AT sariagustinihafman analisisteoritisdanempirisujicrapsdaridiehardbatteryofrandomnesstestuntukpengujianpembangkitbilanganacaksemu AT ariffachrurozi analisisteoritisdanempirisujicrapsdaridiehardbatteryofrandomnesstestuntukpengujianpembangkitbilanganacaksemu |