Me ka anonymization kuʻuna, hōʻike mākou i nā metodology āpau kahi e manipulate a kuhi hewa paha i kahi huapalapala kumu e keʻakeʻa i ka huli ʻana i hope o kēlā me kēia kanaka.
ʻO nā laʻana maʻamau o ka anonymization maʻamau a mākou e ʻike ai i ka hoʻomaʻamaʻa ka laulima, kaomi ʻana / ka holoi ʻana, ka pseudonymization a me ka lalani a me ka shuffling kolamu.
Hana ʻia kēia mau ʻenehana me nā laʻana like.
ʻano hana | ʻIkepili kumu | Manipulated ʻikepili |
ʻO ka hoʻomoʻiliʻana | 27 makahiki | Ma waena o 25 a 30 mau makahiki |
Kāohi / Wiping | info@syntho.ai | xxxx@xxxxxx.xx |
hoʻohana inoa ʻana | Part I | hVFD6td3jdHHj78ghdgrewui6 |
Hoʻololi ʻalani a me kolamu | Kaulike | Hoʻololi |
Manipula i kahi set data me nā ʻano hana anonymization maʻamau i nā hopena maikaʻi ʻole o 2.
Hōʻike mākou i kēlā mau kī kīnā ʻole 2, pono ʻikepili a me ka pale pilikino. Hana mākou i kēlā me ke kiʻi aʻe me ka hoʻopili ʻia ʻana a me ka hoʻonui ʻana.
Kaha: hoʻohana mākou i nā kiʻi no nā kiʻi kiʻi. Mālama ke kumumanaʻo like i nā ʻikepili hoʻonohonoho.
Hoʻolauna kēia i ke kālepa ma waena o ka hoʻohana ʻikepili a me ka pale pilikino, kahi e hāʻawi mau ai nā ʻano hana anonymization maʻamau i kahi hui suboptimal o nā mea ʻelua.
ʻAʻole. He kuhi hewa nui kēia a ʻaʻole hopena ia i ka ʻikepili inoa ʻole. Noi paha ʻoe i kēia ma ke ʻano he anonymize i kāu dataset? A laila pono e heluhelu kēia blog iā ʻoe.
Hoʻokumu ʻo Syntho i kahi polokalamu e hana i kahi hōkeo ʻikepili hou o nā moʻolelo ʻikepili hou. ʻAʻole loaʻa ka ʻike e ʻike ai i kēlā me kēia kanaka maoli i kahi dataset synthetic. Ma muli o ka synthetic data i loko o nā moʻolelo ʻikepili hana e hana ʻia e ka polokalamu, ʻaʻole i loaʻa kahi ʻikepili pilikino i hopena i kahi kūlana me ka ʻole o nā pilikia pilikino.
ʻO ka ʻokoʻa nui ma Syntho: hoʻopili mākou i ka aʻo ʻana i ka mīkini. No laila, hoʻopuka hou kā mākou hopena i ka hanana a me nā waiwai o ka waihona kumu kumu i ka huipona synthetic i hopena i ka hoʻonui ʻia ʻana o ka ʻikepili. No laila, hiki iā ʻoe ke loaʻa nā hopena like ke kālailai ʻana i ka ʻikepili synthetic ke hoʻohālikelike ʻia me ka hoʻohana ʻana i ka ʻikepili maoli.
ʻO kēia hihia hihia hōʻike i nā mea koʻikoʻi mai kā mākou hōʻike maikaʻi e pili ana i nā helu helu ʻokoʻa mai nā ʻikepili synthetic i hoʻokumu ʻia ma o kā mākou Syntho Engine i ka hoʻohālikelike ʻana i ka ʻike kumu.
I ka hopena, ʻo ka ʻikepili synthetic ka hopena i makemake ʻia e lanakila ai i ka kalepa sub-optimal maikaʻi loa ma waena o ka ʻikepili-pono a me ka pale-pilikino, i hāʻawi ʻia iā ʻoe e nā ʻano hana anonymization.
I ka hopena, mai kahi ʻike ʻikepili-pono a me ka palekana pilikino, pono i kekahi e koho i nā ʻikepili synthetic ke ʻae ʻia kāu hihia hoʻohana.
Ka waiwai no ke kālailai | Pilikia pilikino | |
ʻIkepili kemikala | High | None |
ʻIkepili maoli (pilikino) | High | High |
Manipulated data (ma o ka 'anonymization') | Lōpū haʻahaʻa | Waena-kiʻekiʻe |
Hoʻopiha nā ʻikepili kemikala na Syntho i nā āpau kahi e hāʻule pōkole ai nā ʻano hana anonymization maʻamau e ka hoʻonui ʻana i nā mea ʻelua ʻikepili-hoʻohana a pale-pilikino.