Zadziwika kuti akatswiri ochokera ku Microsoft ndi Intel akupanga limodzi njira yatsopano yodziwira mapulogalamu oyipa. Njirayi imachokera pakuphunzira mozama ndi dongosolo loyimira pulogalamu yaumbanda mu mawonekedwe a zithunzi zojambulidwa mu grayscale.
Gwero likuti ofufuza a Microsoft ochokera ku Threat Defense Intelligence Group akugwira ntchito ndi anzawo aku Intel kuti awone kuthekera kogwiritsa ntchito kuphunzira mozama kuthana ndi pulogalamu yaumbanda. Dongosolo lomwe likupangidwa limatchedwa STAtic Malware-as-Image Network Analysis, kapena STAMINA. Dongosololi limagwiritsa ntchito mafayilo oyimba a pulogalamu yaumbanda omwe amaperekedwa ngati zithunzi za monochrome. Ofufuzawo adapeza kuti zithunzi zotere za pulogalamu yaumbanda zochokera m'banja lomwelo zimakhala ndi zofanana, zomwe zikutanthauza kuti mawonekedwe ndi mapangidwe ake amatha kuwunikidwa ndikuzindikiridwa kuti ndi abwino kapena oyipa.
Kusintha mafayilo amabina kukhala zithunzi kumayamba ndikugawa mtengo uliwonse kuchokera pa 0 mpaka 255, mogwirizana ndi kukula kwa mtundu wa pixel. Pambuyo pake, ma pixel amalandira zinthu ziwiri zofunika zomwe zimawonetsa m'lifupi ndi kutalika. Kuphatikiza apo, kukula kwa fayilo kumagwiritsidwa ntchito kudziwa m'lifupi ndi kutalika kwa chithunzi chomaliza. Ofufuzawo adagwiritsa ntchito matekinoloje ophunzirira makina kuti apange gulu la pulogalamu yaumbanda yomwe imagwiritsidwa ntchito pakuwunika.
STAMINA idayesedwa pogwiritsa ntchito mafayilo okwana 2,2 miliyoni. Ofufuza apeza kuti kulondola kwa kuzindikira code yoyipa kumafika 99,07%. Panthawi imodzimodziyo, chiwerengero cha zizindikiro zabodza chinalembedwa mu 2,58% ya milandu, zomwe nthawi zambiri zimakhala zotsatira zabwino.
Kuti muzindikire ziwopsezo zovuta kwambiri, kusanthula kosasunthika kungagwiritsidwe ntchito limodzi ndi kusanthula kwamphamvu komanso kwamakhalidwe kuti apange njira zowunikira zowopsa.
Source: 3dnews.ru