| CPC G06F 11/1453 (2013.01) [G06F 16/1752 (2019.01); G06F 21/6254 (2013.01)] | 20 Claims |

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1. A data storage arrangement comprising:
a memory configured to store one or more data elements; and
a controller coupled to the memory and configured to:
receive indication of data to be anonymized;
receive, from among the one or more data elements, a data element to be stored;
parse the data element to find one or more data portions to be anonymized;
generate a first copy of the one or more data portions to be anonymized;
delete the one or more data portions to be anonymized from the data element to be stored to generate a modified data element to be stored;
generate a second copy of the modified data element utilizing deduplication;
append the one or more data portions to be anonymized to the second copy, wherein the second copy includes both the modified data element and appended anonymized data portions; and
store the second copy along with the first copy in the memory.
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