{"id":147923,"date":"2025-11-10T23:11:54","date_gmt":"2025-11-10T21:11:56","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/ataka-whisper-leak-po-opredeleniyu-tematiki-obshheniya-s-ai-chatbotami-cherez-analiz-tls-trafika"},"modified":"2025-11-10T23:11:54","modified_gmt":"2025-11-10T21:11:56","slug":"ataka-whisper-leak-po-opredeleniyu-tematiki-obshheniya-s-ai-chatbotami-cherez-analiz-tls-trafika","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/news\/ataka-whisper-leak-po-opredeleniyu-tematiki-obshheniya-s-ai-chatbotami-cherez-analiz-tls-trafika","title":{"rendered":"Sulmi Whisper Leak p\u00ebrkufizon tem\u00ebn e komunikimit me AI-chatbots p\u00ebrmes analiz\u00ebs s\u00eb trafik\u00ebve TLS","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Studiuesit e siguris\u00eb nga Microsoft kan\u00eb zhvilluar teknik\u00ebn e sulmit p\u00ebrmes kanaleve an\u00ebsore Whisper Leak, e cila mund\u00ebson, mbi baz\u00ebn e analiz\u00ebs pasive t\u00eb trafikut t\u00eb enkriptuar t\u00eb transmetuar p\u00ebrmes nj\u00eb lidhjeje TLS, klasifikimin e temave t\u00eb k\u00ebrkesave drejt sh\u00ebrbimeve t\u00eb bazuara n\u00eb modele t\u00eb m\u00ebdha gjuh\u00ebsore. Informacioni p\u00ebr madh\u00ebsin\u00eb e paketave t\u00eb rrjetit dhe vonesat mes transmetimit t\u00eb tyre rezultoi i mjaftuesh\u00ebm p\u00ebr t\u00eb p\u00ebrcaktuar temat e k\u00ebrkesave ndaj AI-chatbot\u00ebve me sakt\u00ebsi mbi 98%. N\u00eb praktik\u00eb, metoda e propozuar mund t\u00eb p\u00ebrdoret p\u00ebr t\u00eb zbuluar n\u00eb trafikun transit t\u00eb p\u00ebrdoruesit tema t\u00eb caktuara t\u00eb k\u00ebrkesave, p\u00ebr shembull p\u00ebrpjekje p\u00ebr t\u00eb marr\u00eb informacion mbi veprime t\u00eb paligjshme, pa deshifruar p\u00ebrmbajtjen. <\/p>\n

Nj\u00eb instrument p\u00ebr nxjerrjen e t\u00eb dh\u00ebnave nga dumpet e trafikut, trajnimin e modelit dhe testimin e funksionimit t\u00eb metod\u00ebs \u00ebsht\u00eb publikuar n\u00eb GitHub. Mund\u00ebsia e kryerjes s\u00eb nj\u00eb sulmi \u00ebsht\u00eb demonstruar p\u00ebr 28 modelet e m\u00ebdha gjuh\u00ebsore t\u00eb njohura nga prodhuesit m\u00eb t\u00eb m\u00ebdhenj. P\u00ebr shembull, sakt\u00ebsia e p\u00ebrcaktimit t\u00eb k\u00ebrkesave mbi tem\u00ebn \"pastrimi i parave\" p\u00ebr shum\u00eb sh\u00ebrbime AI arriti n\u00eb 100%, n\u00eb prani t\u00eb nj\u00eb k\u00ebrkese t\u00eb vetme t\u00eb d\u00ebshiruar dhe 10000 k\u00ebrkesave q\u00eb nuk ishin t\u00eb lidhura me tem\u00ebn e duhur.

\"Sulmi<\/center> <\/p>\n

Shkaku i rrjedhjes s\u00eb informacionit q\u00ebndron n\u00eb faktin se modelet gjenerojn\u00eb p\u00ebrgjigjen ndaj k\u00ebrkes\u00ebs hap pas hapi, nga nj\u00eb token n\u00eb t\u00eb nj\u00ebjt\u00ebn koh\u00eb, duke p\u00ebrdorur n\u00eb \u00e7do hap tokenin e m\u00ebparsh\u00ebm si kontekst p\u00ebr t\u00eb p\u00ebrcaktuar fjal\u00ebn ose fraz\u00ebn tjet\u00ebr m\u00eb t\u00eb mundshme. Si rrjedhoj\u00eb, p\u00ebr \u00e7do token d\u00ebrgohet nj\u00eb paket\u00eb e ve\u00e7ant\u00eb rrjeti dhe vonesa mes paketave korrespondon me vones\u00ebn mes p\u00ebrcaktimit nga modeli t\u00eb tokenit pasues. <\/p>\n

N\u00eb TLS, n\u00ebse nuk p\u00ebrdoret kompresimi i t\u00eb dh\u00ebnave, madh\u00ebsia e tekstit t\u00eb enkriptuar \u00ebsht\u00eb e barabart\u00eb me madh\u00ebsin\u00eb e tekstit t\u00eb paenkriptuar plus nj\u00eb konstante. Gjat\u00eb krijimit t\u00eb nj\u00eb modeli q\u00eb lidh grupet e synuara t\u00eb token\u00ebve me madh\u00ebsin\u00eb e paketave dhe vonesat mes d\u00ebrgimit t\u00eb tyre, mund t\u00eb p\u00ebrcaktohet me sakt\u00ebsi mjaft t\u00eb lart\u00eb prania e temave t\u00eb k\u00ebrkuara n\u00eb trafik. N\u00eb kuad\u00ebr t\u00eb studimit jan\u00eb p\u00ebrgatitur tre variante t\u00eb tilla modelesh t\u00eb m\u00ebsimit makinerik, t\u00eb bazuara n\u00eb arkitekturat e rrjeteve neurale LightGBM, Bi-LSTM dhe BERT. P\u00ebr secilin model jan\u00eb kryer eksperimente p\u00ebr identifikimin e tem\u00ebs s\u00eb k\u00ebrkuar duke analizuar vet\u00ebm madh\u00ebsin\u00eb e paketave, vet\u00ebm vonesat mes paketave dhe t\u00eb dy kriteret s\u00eb bashku.

\"Sulmi<\/center> <\/p>\n

P\u00ebr t\u00eb ulur efektivitetin e analiz\u00ebs pasive t\u00eb tematik\u00ebs s\u00eb k\u00ebrkesave, zhvilluesve t\u00eb sh\u00ebrbimeve AI u \u00ebsht\u00eb propozuar t\u00eb shtojn\u00eb mbushje t\u00eb rast\u00ebsishme shtes\u00eb, t\u00eb buferojn\u00eb transmetimin e token\u00ebve ose t\u00eb p\u00ebrdorin paketa fiktive.
\n
Burimi: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438 \u0438\u0437 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 Microsoft \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u0442\u0435\u0445\u043d\u0438\u043a\u0443 \u0430\u0442\u0430\u043a\u0438 \u043f\u043e \u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u043c \u043a\u0430\u043d\u0430\u043b\u0430\u043c Whisper Leak, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0443\u044e \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043f\u0430\u0441\u0441\u0438\u0432\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0448\u0438\u0444\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0442\u0440\u0430\u0444\u0438\u043a\u0430, \u043f\u0435\u0440\u0435\u0434\u0430\u0432\u0430\u0435\u043c\u043e\u0433\u043e \u0447\u0435\u0440\u0435\u0437 TLS-\u0441\u043e\u0435\u0434\u0438\u043d\u0435\u043d\u0438\u0435, \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0442\u0435\u043c\u044b \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u043a \u0441\u0435\u0440\u0432\u0438\u0441\u0430\u043c \u043d\u0430 \u0431\u0430\u0437\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439. \u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u043e \u0440\u0430\u0437\u043c\u0435\u0440\u0435 \u0441\u0435\u0442\u0435\u0432\u044b\u0445 \u043f\u0430\u043a\u0435\u0442\u043e\u0432 \u0438 \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0430\u0445 \u043c\u0435\u0436\u0434\u0443 \u0438\u0445 \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0435\u0439 \u043e\u043a\u0430\u0437\u0430\u043b\u043e\u0441\u044c \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u0442\u0435\u043c \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u043a AI-\u0447\u0430\u0442\u0431\u043e\u0442\u0430\u043c \u0441 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c\u044e \u0431\u043e\u043b\u0435\u0435 98%. 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