{"id":8143,"date":"2026-03-07T08:00:00","date_gmt":"2026-03-07T08:00:00","guid":{"rendered":"https:\/\/ziew.online\/?p=8143"},"modified":"2026-03-10T14:00:22","modified_gmt":"2026-03-10T14:00:22","slug":"jak-zmanipulowac-pojazdy-ai","status":"publish","type":"post","link":"https:\/\/ziew.online\/index.php\/2026\/03\/07\/jak-zmanipulowac-pojazdy-ai\/","title":{"rendered":"Jak zmanipulowa\u0107 pojazdy AI"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Jak zmanipulowa\u0107 pojazdy AI<\/h2>\n\n\n\n<p class=\"has-drop-cap\">Jak zmanipulowa\u0107 pojazdy AI. Czy da si\u0119 oszuka\u0107 sztuczn\u0105 inteligencj\u0119 kieruj\u0105c\u0105 autonomicznymi pojazdami? Jakie konsekwencje mo\u017ce przynie\u015b\u0107 powierzenie naszego zdrowia i \u017cycia algorytmowi?<\/p>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69e97b5bdcd4e&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69e97b5bdcd4e\" class=\"wp-block-image size-full is-resized wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"450\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/ziew.online\/wp-content\/uploads\/2026\/03\/pexels-kindelmedia-8566569_p.jpg\" alt=\"Jak zmanipulowa\u0107 pojazdy AI 3\" class=\"wp-image-8160\" style=\"width:750px;height:auto\" srcset=\"https:\/\/ziew.online\/wp-content\/uploads\/2026\/03\/pexels-kindelmedia-8566569_p.jpg 600w, https:\/\/ziew.online\/wp-content\/uploads\/2026\/03\/pexels-kindelmedia-8566569_p-300x225.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Powi\u0119ksz\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">Zdj\u0119cie dodane przez Kindel Media: https:\/\/www.pexels.com\/pl-pl\/zdjecie\/maszyna-innowacja-ruchliwosc-mobilnosc-8566569\/<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Naukowcy i badania<\/h2>\n\n\n\n<p class=\"has-drop-cap\">Kto wpad\u0142 na tak szalony pomys\u0142? C\u00f3\u017c&#8230; <strong><a href=\"https:\/\/news.ucsc.edu\/2026\/01\/misleading-text-can-hijack-ai-enabled-robots\/\" type=\"link\" id=\"https:\/\/news.ucsc.edu\/2026\/01\/misleading-text-can-hijack-ai-enabled-robots\/\">Uniwersytet Kalifornijski w Santa Cruz<\/a><\/strong> dokona\u0142 niesamowitej rzeczy. Uda\u0142o im si\u0119 bowiem w\u0142ama\u0107 do sztucznej inteligencji bez ingerencji w kod \u017ar\u00f3d\u0142owy. Jak sami t\u0142umacz\u0105, zrobili to po to, by udowodni\u0107 jak \u0142atwo mo\u017cna oszuka\u0107 AI podaj\u0105c &#8222;prompty&#8221; (zapytania) w bardzo nietypowy spos\u00f3b. Zaraz&#8230; Ale jak?<\/p>\n\n\n\n<p>Odpowied\u017a jest banalnie prosta. Ot\u00f3\u017c zaatakowali oni g\u0142\u00f3wne sensory tych pojazd\u00f3w. Poniewa\u017c by\u0142y nimi kamery, badacze zastosowali trik z przekazaniem informacji w spos\u00f3b bezpo\u015bredni. Za pomoc\u0105 napisanych na tablicach i kartonach komend i znak\u00f3w, wymusili na sztucznej inteligencji zmian\u0119 sposobu my\u015blenia.<\/p>\n\n\n\n<p>W jednym z przyk\u0142ad\u00f3w, zmusili oni autonomiczny samoch\u00f3d do przejechania przez przejscie dla pieszych (pomimo przebywania na nim innych os\u00f3b) poprzez ustawienie cz\u0142owieka z tablic\u0105 &#8222;jed\u017a dalej&#8221;. W innym nakazali skr\u0119ci\u0107 w inn\u0105 ulic\u0119 ni\u017c potrzeba, r\u00f3wnie\u017c poazuj\u0105c napis na odpowiedni tle. Przera\u017caj\u0105ce? I to jak! Podobne zabiegi zastosowano w pojazdach lataj\u0105cych przy r\u00f3\u017cnych warunkach pogodowych. Efekty tych eksperyment\u00f3w by\u0142y zbli\u017cone.<\/p>\n\n\n\n<p>Osi\u0105gni\u0119to w nich 95,5% skuteczno\u015bci ataku w przypadku \u015bledzenia obiekt\u00f3w powietrznych, 81.8% w przypadku prowadzenia pojazd\u00f3w naziemnych i 68.1% przy l\u0105dowaniu dron\u00f3w. Badania opiera\u0142y si\u0119 na takich modelach j\u0119zykowych jak GPT4o i Intern VL.<\/p>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;69e97b5bdd1d6&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"69e97b5bdd1d6\" class=\"wp-block-image size-full is-resized wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"450\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/ziew.online\/wp-content\/uploads\/2026\/03\/pexels-pixabay-219701_p.jpg\" alt=\"Jak zmanipulowa\u0107 pojazdy AI 2\" class=\"wp-image-8158\" style=\"width:750px;height:auto\" srcset=\"https:\/\/ziew.online\/wp-content\/uploads\/2026\/03\/pexels-pixabay-219701_p.jpg 600w, https:\/\/ziew.online\/wp-content\/uploads\/2026\/03\/pexels-pixabay-219701_p-300x225.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Powi\u0119ksz\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">Zdj\u0119cie dodane przez Pixabay: https:\/\/www.pexels.com\/pl-pl\/zdjecie\/wlaczony-bialy-quadkopter-na-niebie-219701\/<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Dlaczego?<\/h2>\n\n\n\n<p class=\"has-drop-cap\">Dobre pytanie. Bo w sumie dlaczego to zrobili? Ot\u00f3\u017c naukowcom chodzi\u0142o o przysz\u0142e, bezpieczne poruszanie si\u0119 na drogach i w powietrzu. Dalsze badania in\u017cynier\u00f3w b\u0119d\u0105 ukierunkowane na sposoby tworzenia obrony przed tego typu atakami. Mi\u0119dzy innymi na  mo\u017cliwo\u015b\u0107 uwierzytelniania instrukcji tekstowych, kt\u00f3re systemy AI odczytuj\u0105 oraz sposoby zapewnienia zgodno\u015bci tych\u017ce instrukcji z misj\u0105 i bezpiecze\u0144stwem robota.<\/p>\n\n\n\n<p>Ca\u0142y projekt zostanie zaprezentowany na tegorocznej konferencji dotycz\u0105cej bezpiecze\u0144stwa i zaufania do maszyn &#8211; <strong><a href=\"https:\/\/satml.org\/\" type=\"link\" id=\"https:\/\/satml.org\/\">IEEE 2026<\/a><\/strong> (23-25.03.2026). Z pewno\u015bci\u0105 warto si\u0119 tam wybra\u0107. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Podsumowanie<\/h2>\n\n\n\n<p class=\"has-drop-cap\">Sami zapewne widzicie, \u017ce musi jeszcze du\u017co &#8222;wody w Wi\u015ble&#8221; up\u0142yn\u0105\u0107, zanim AI zacznie normalnie i bezpiecznie funkcjonowa\u0107. Wszystkie &#8222;ochy i achy&#8221; nale\u017cy chwilowo od\u0142o\u017cy\u0107 na bok, bo pracy przed naukowcami jeszcze &#8222;co niemiara&#8221;.<\/p>\n\n\n\n<p>W poprzednich artuku\u0142ach pisali\u015bmy ju\u017c o <strong><a href=\"https:\/\/ziew.online\/index.php\/2024\/07\/29\/trolling-ai\/\" type=\"link\" id=\"https:\/\/ziew.online\/index.php\/2024\/07\/29\/trolling-ai\/\">pr\u00f3bach manipulacji<\/a><\/strong> na sztucznej inteligencji. Ba, powsta\u0142o nawet kilka niez\u0142ych program\u00f3w, takich jak &#8222;<strong><a href=\"https:\/\/ziew.online\/index.php\/2024\/01\/30\/nightshade-narzedzie-do-trollowania-ai\/\" type=\"link\" id=\"https:\/\/nightshade.cs.uchicago.edu\/index.html\">Nightshade<\/a><\/strong>&#8221; czy &#8222;<strong><a href=\"https:\/\/ziew.online\/index.php\/2025\/01\/31\/nepenthes-vs-ai\/\" type=\"link\" id=\"https:\/\/zadzmo.org\/code\/nepenthes\/\">Nepenthes<\/a><\/strong>&#8222;. Jak jednak widzimy teraz, pomys\u0142\u00f3w by og\u0142upi\u0107 AI nie brakuje. Czy przysz\u0142o\u015b\u0107 poka\u017ce, \u017ce pojazdy autonomiczne mog\u0105 by\u0107 bezpieczne dla cz\u0142owieka? Zobaczymy, a p\u00f3ki co&#8230;<\/p>\n\n\n\n<p>Do nast\u0119pnego!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Jak zmanipulowa\u0107 pojazdy AI. Czy da si\u0119 oszuka\u0107 sztuczn\u0105 inteligencj\u0119 kieruj\u0105c\u0105 autonomicznymi pojazdami? Jakie mog\u0105 by\u0107 tego konsekwencje?<\/p>\n","protected":false},"author":1,"featured_media":8159,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"iawp_total_views":49,"footnotes":""},"categories":[60,61],"tags":[543,544,542,541,545,94],"class_list":["post-8143","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bezpieczenstwo","category-cyber","tag-autonomiczne-pojazdy-i-ai","tag-bezpieczenstwo-a-sztuczna-inteligencja","tag-how-to-manipulate-ai-vehicles","tag-jak-zmanipulowac-pojazdy-ai","tag-security-and-artificial-intelligence","tag-sztuczna-inteligencja"],"blocksy_meta":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Jak zmanipulowa\u0107 pojazdy AI - ZIEW.ONLINE<\/title>\n<meta name=\"description\" content=\"Jak zmanipulowa\u0107 pojazdy AI. 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