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As of November, 2014, Mozilla engineers are working on improving the data sanitization process in order to release database dumps again.
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On a hard drive, the sanitization process involves multiple overwrites and takes much longer.
This helps in speeding up the sanitization process.
The pre-process of finding these informative association rules can be integrated into the sanitization process.
To adequately utilize the abundant power of the framework, the sanitization process is split into two MapReduce phases.
For the purpose of data sanitization, all packets without a valid IPv4 header are deemed invalid and discarded.
A projection mechanism is also adopted in the two designed algorithms to speed up the sanitization process.
In this paper, a particle swarm optimization (PSO -based algorithm called PSO -baseddeveloped to hide sensitive itemsets while minimizing the side effects of the salgorithmon procalled
Before you start putting them in the Alchema pitcher, though, the machine runs a sanitization process, using UV light to kill bacteria (which also means you never use any chemicals to clean the pitcher).
In this paper, two novel algorithms, namely Maximum Sensitive Utility-MAximum item Utility (MSU-MAU) and Maximum Sensitive Utility-MInimum item Utility (MSU-MIU), are respectively proposed to minimize the side effects of the sanitization process for hiding SHUIs.
As such, a quick format doesn't count as data sanitization for devices intended to be discarded.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com