{"id":100,"date":"2026-08-10T12:01:01","date_gmt":"2026-08-10T10:01:01","guid":{"rendered":"https:\/\/skyvision.sk\/news\/?p=100"},"modified":"2026-08-11T09:38:07","modified_gmt":"2026-08-11T07:38:07","slug":"ai-kamera-sa-da-oklamat-def-con-ukazal-slabinu-detekcie-skyvision-security-news","status":"publish","type":"post","link":"https:\/\/skyvision.sk\/news\/ai-kamera-sa-da-oklamat-def-con-ukazal-slabinu-detekcie-skyvision-security-news\/","title":{"rendered":"SkyVision Security News #2"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">T\u00fd\u017edenn\u00fd magaz\u00edn o kamerov\u00fdch a zabezpe\u010dovac\u00edch syst\u00e9moch<br>Re\u0161er\u0161: 3. \u2013 10. august 2026<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Preh\u013ead<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DEF CON: adversari\u00e1lne vzory proti AI detekcii<\/li>\n\n\n\n<li>Profesion\u00e1lne dashcam syst\u00e9my a integrita d\u00f4kazu<\/li>\n\n\n\n<li>Mobiln\u00fd PSIM: WinGuard X5 App 2.0<\/li>\n\n\n\n<li>Rozpozn\u00e1vanie tv\u00e1re a eur\u00f3pske pravidl\u00e1<\/li>\n\n\n\n<li>Produkt t\u00fd\u017ed\u0148a: termov\u00edzia + AI<\/li>\n\n\n\n<li>Tip mont\u00e1\u017enika, m\u00fdtus t\u00fd\u017ed\u0148a a odpor\u00fa\u010danie SkyVision<\/li>\n<\/ul>\n\n\n\n<!--more-->\n\n\n\n<h1 class=\"wp-block-heading\">R\u00fdchle spr\u00e1vy<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Prv\u00e1 spr\u00e1va: po\u010das DEF CON 34 v Las Vegas v\u00fdskumn\u00edk Bill Swearingen verejne uk\u00e1zal projekt noRecognition. Pod\u013ea report\u00e1\u017ee TechCrunch bol po\u010d\u00edta\u010dovo vytvoren\u00fd vzor pou\u017eit\u00fd na vozidle a automatick\u00e1 detekcia ho pri teste nezachytila tak, ako sa o\u010dak\u00e1valo. V\u00fdskumn\u00edk tvrd\u00ed, \u017ee predt\u00fdm vykonal pribli\u017ene 31 mili\u00f3nov testov. Treba v\u0161ak zachova\u0165 presnos\u0165: ide o demon\u0161tr\u00e1ciu proti konkr\u00e9tnym algoritmom a konkr\u00e9tnym podmienkam, nie o univerz\u00e1lny pl\u00e1\u0161\u0165 nevidite\u013enosti proti v\u0161etk\u00fdm kamer\u00e1m.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Druh\u00e1 spr\u00e1va: Axis Communications 5. augusta publikoval rozsiahly materi\u00e1l o policajn\u00fdch dashcam syst\u00e9moch. Zauj\u00edmav\u00e9 je, \u017ee v\u00fdrobca ich opisuje nie ako samostatn\u00fa kameru, ale ako cel\u00fd d\u00f4kazn\u00fd re\u0165azec: predn\u00e1 kamera, kamera interi\u00e9ru, rekord\u00e9r, \u0161ifrovanie, GPS, automatick\u00e9 sp\u00fa\u0161\u0165anie, pre-event buffer a audit manipul\u00e1cie so z\u00e1znamom.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tretia spr\u00e1va: Advancis 7. augusta ozn\u00e1mil verziu 2.0 mobilnej aplik\u00e1cie WinGuard X5. Je to s\u00edce men\u0161ia produktov\u00e1 novinka, ale ve\u013emi dobre ukazuje trend v PSIM: udalosti z viacer\u00fdch bezpe\u010dnostn\u00fdch technol\u00f3gi\u00ed u\u017e nechceme rie\u0161i\u0165 iba na monitore vo vel\u00edne. Oper\u00e1tor potrebuje prij\u00edma\u0165 alarm, vidie\u0165 kontext a reagova\u0165 aj mobilne.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0160tvrt\u00e1 spr\u00e1va: v Eur\u00f3pe znovu silnie diskusia o pou\u017e\u00edvan\u00ed rozpozn\u00e1vania tv\u00e1r\u00ed vo verejnom priestore a na podujatiach. V tomto bode je d\u00f4le\u017eit\u00e9 neplies\u0165 si dve veci \u2013 oby\u010dajn\u00fa videoanalytiku, ktor\u00e1 napr\u00edklad deteguje osobu alebo bato\u017einu, a biometrick\u00fa identifik\u00e1ciu, ktor\u00e1 sa sna\u017e\u00ed konkr\u00e9tneho \u010dloveka priradi\u0165 k identite.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Hlavn\u00e1 t\u00e9ma \u2013 AI kamera sa d\u00e1 oklama\u0165, ale \u010do to vlastne znamen\u00e1?<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"653\" height=\"367\" src=\"https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/111-1.png\" alt=\"\" class=\"wp-image-102\" srcset=\"https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/111-1.png 653w, https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/111-1-300x169.png 300w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Ke\u010f sa povie, \u017ee adversari\u00e1lny vzor \u201eznevidite\u013en\u00ed\u201c auto pred kamerou, znie to dramaticky. Technicky presnej\u0161ie je poveda\u0165, \u017ee vzor m\u00f4\u017ee za ur\u010dit\u00fdch podmienok sp\u00f4sobi\u0165 chybu v modeli po\u010d\u00edta\u010dov\u00e9ho videnia. Samotn\u00fd sn\u00edma\u010d st\u00e1le vytvor\u00ed obraz. Z\u00e1znam m\u00f4\u017ee by\u0165 \u00faplne \u010ditate\u013en\u00fd pre \u010dloveka, no algoritmus nemus\u00ed vyhl\u00e1si\u0165: toto je vozidlo, toto je osoba alebo toto je eviden\u010dn\u00e9 \u010d\u00edslo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pre mont\u00e1\u017enika a projektanta je z toho ve\u013emi praktick\u00e9 pou\u010denie. AI alarm nesmie by\u0165 jedinou vrstvou ochrany. Ak je perimetrick\u00e1 ochrana kritick\u00e1, spr\u00e1vny n\u00e1vrh kombinuje viac sign\u00e1lov: video, fyzick\u00fa bari\u00e9ru, PIR alebo du\u00e1lny detektor, radar, term\u00e1lnu kameru, pr\u00edpadne pravidl\u00e1 v nadriadenom syst\u00e9me. Ak jedna analytika objekt prehliadne, \u010fal\u0161ia vrstva by mala ma\u0165 \u0161ancu udalos\u0165 zachyti\u0165.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Druh\u00e1 vec je testovanie. V\u00fdrobca m\u00f4\u017ee uv\u00e1dza\u0165 vysok\u00fa presnos\u0165 na datasete, ale re\u00e1lny objekt m\u00e1 d\u00e1\u017e\u010f, protisvetlo, \u0161pinu, hmlu, rot\u00e1ciu, zakrytie a teraz u\u017e vieme, \u017ee mus\u00edme myslie\u0165 aj na \u00famyselne vytvoren\u00e9 vzory. Preto pri kritickej infra\u0161trukt\u00fare nesta\u010d\u00ed analytiku zapn\u00fa\u0165. Treba ju validova\u0165 v re\u00e1lnych podmienkach, ide\u00e1lne v r\u00f4znych \u010dastiach d\u0148a a roka.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tretia vec je rozdiel medzi detekciou a d\u00f4kazom. AI je vynikaj\u00faca na to, aby upozornila oper\u00e1tora, \u017ee sa mo\u017eno nie\u010do deje. Ale pri d\u00f4le\u017eitom incidente by kone\u010dn\u00e9 rozhodnutie nemalo st\u00e1\u0165 iba na jednom klasifika\u010dnom v\u00fdsledku. Video treba vedie\u0165 sp\u00e4tne doh\u013eada\u0165 a overi\u0165 \u010dlovekom.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Bezpe\u010dnostn\u00fd incident t\u00fd\u017ed\u0148a \u2013 slabinou nemus\u00ed by\u0165 heslo, ale model<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Tento t\u00fd\u017ede\u0148 nevyber\u00e1m klasick\u00fd incident typu uniknut\u00e9 heslo alebo zranite\u013en\u00fd webserver. Vyber\u00e1m slabinu AI vrstvy, preto\u017ee pri modern\u00fdch bezpe\u010dnostn\u00fdch syst\u00e9moch je to \u010doraz d\u00f4le\u017eitej\u0161ie.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Laicky: algoritmus sa u\u010d\u00ed, ako pribli\u017ene vyzer\u00e1 auto, \u010dlovek alebo tv\u00e1r. \u00dato\u010dn\u00edk nemus\u00ed hackn\u00fa\u0165 kameru. Niekedy sa m\u00f4\u017ee pok\u00fasi\u0165 zmeni\u0165 to, \u010do kamera vid\u00ed, tak, aby model urobil nespr\u00e1vny z\u00e1ver. Adversari\u00e1lny vzor je cielene vypo\u010d\u00edtan\u00fd vizu\u00e1lny \u0161um alebo grafika, ktor\u00e1 m\u00e1 model zmias\u0165.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Koho sa to t\u00fdka? Najm\u00e4 prev\u00e1dzok, ktor\u00e9 pou\u017e\u00edvaj\u00fa automatick\u00fa detekciu ako sp\u00fa\u0161\u0165a\u010d \u010fal\u0161ej reakcie. Napr\u00edklad objekt, kde sa br\u00e1na otvor\u00ed alebo oper\u00e1tor dostane alarm len vtedy, ke\u010f syst\u00e9m rozpozn\u00e1 konkr\u00e9tnu triedu objektu. Riziko rastie, ak sa v\u0161etko spolieha na jeden model a jedna kamera je jedin\u00fd senzor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ako sa chr\u00e1ni\u0165? Nepou\u017e\u00edva\u0165 AI ako jedin\u00fa bari\u00e9ru, kombinova\u0165 modality, udr\u017eiava\u0165 modely a firmv\u00e9r aktu\u00e1lne, vyhodnocova\u0165 falo\u0161n\u00e9 negat\u00edva, robi\u0165 re\u00e1lne akcepta\u010dn\u00e9 testy a pri najkritickej\u0161\u00edch sc\u00e9nach pou\u017e\u00edva\u0165 redundanciu. Pri perimetri m\u00f4\u017ee by\u0165 ve\u013emi siln\u00e1 kombin\u00e1cia term\u00e1lnej kamery a radaru, preto\u017ee adversari\u00e1lny vzor v RGB obraze nemus\u00ed ma\u0165 rovnak\u00fd efekt na in\u00fa fyzik\u00e1lnu modalitu.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Technol\u00f3gia t\u00fd\u017ed\u0148a \u2013 profesion\u00e1lne dashcam syst\u00e9my<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"629\" height=\"354\" src=\"https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/222.png\" alt=\"\" class=\"wp-image-103\" srcset=\"https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/222.png 629w, https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/222-300x169.png 300w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Axis vo svojom aktu\u00e1lnom materi\u00e1li pekne ukazuje, \u017ee profesion\u00e1lny in-car video syst\u00e9m je sk\u00f4r mobiln\u00fd VMS ne\u017e kamera na \u010delnom skle. Zauj\u00edmav\u00fd je najm\u00e4 pre-event buffer. Kamera m\u00f4\u017ee neust\u00e1le dr\u017ea\u0165 kr\u00e1tke \u010dasov\u00e9 okno v pam\u00e4ti a a\u017e po sp\u00fa\u0161\u0165acej udalosti ulo\u017ei\u0165 aj sekundy pred incidentom. To je presne moment, ktor\u00fd pri be\u017enom syst\u00e9me \u010dasto ch\u00fdba.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u010eal\u0161ia d\u00f4le\u017eit\u00e1 t\u00e9ma je integrita d\u00f4kazu. Profesion\u00e1lny syst\u00e9m rie\u0161i \u0161ifrovanie, hash alebo digit\u00e1lne podpisy, audit pr\u00edstupov, GPS a riaden\u00fd export. Pri s\u00fade alebo internom vy\u0161etrovan\u00ed toti\u017e nesta\u010d\u00ed poveda\u0165: toto video je z na\u0161ej kamery. Potrebujete vedie\u0165 preuk\u00e1za\u0165, \u017ee z\u00e1znam nebol po ceste zmenen\u00fd.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A pre be\u017en\u00fa firmu je tu dobr\u00e1 paralela. Rovnak\u00fa ot\u00e1zku by sme mali kl\u00e1s\u0165 aj pri stacion\u00e1rnom CCTV: vieme dok\u00e1za\u0165, kto video exportoval? Vieme zisti\u0165, kto zmenil \u010das? M\u00e1me audit? M\u00e1 ka\u017ed\u00fd oper\u00e1tor vlastn\u00fd \u00fa\u010det? Ak nie, m\u00e1me pekn\u00fd obraz, ale slab\u00fd d\u00f4kazn\u00fd proces.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Rozobrali sme za v\u00e1s \u2013 mobiln\u00fd PSIM<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"629\" height=\"354\" src=\"https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/333.png\" alt=\"\" class=\"wp-image-104\" srcset=\"https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/333.png 629w, https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/333-300x169.png 300w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Advancis uviedol 7. augusta verziu 2.0 aplik\u00e1cie WinGuard X5. Nebudem z toho robi\u0165 revol\u00faciu, lebo mobiln\u00e9 aplik\u00e1cie v bezpe\u010dnosti nie s\u00fa nov\u00e9. Zauj\u00edmav\u00fd je v\u0161ak smer.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">PSIM, teda Physical Security Information Management, sp\u00e1ja udalosti z kamier, alarmov, kontroly vstupu, po\u017eiarnej signaliz\u00e1cie a \u010fal\u0161\u00edch syst\u00e9mov. Hodnota nie je v tom, \u017ee aplik\u00e1cia uk\u00e1\u017ee desa\u0165 ikon. Hodnota je v kontexte a workflow. Ak pr\u00edde alarm z dver\u00ed, spr\u00e1vny syst\u00e9m vie oper\u00e1torovi uk\u00e1za\u0165 s\u00favisiacu kameru, identitu karty, mapu objektu a postup, \u010do m\u00e1 urobi\u0165.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mobiln\u00e1 aplik\u00e1cia je u\u017eito\u010dn\u00e1, ak tento workflow prenesie aj mimo vel\u00edna. Z\u00e1rove\u0148 v\u0161ak otv\u00e1ra bezpe\u010dnostn\u00e9 ot\u00e1zky: viacfaktorov\u00e9 overenie, spr\u00e1va mobiln\u00fdch zariaden\u00ed, mo\u017enos\u0165 vzdialen\u00e9ho odhl\u00e1senia, audit a obmedzenie citliv\u00fdch funkci\u00ed. Mobiln\u00fd pr\u00edstup m\u00e1 zmysel iba vtedy, ke\u010f nie je jednoduch\u0161ou cestou okolo bezpe\u010dnosti centr\u00e1lneho syst\u00e9mu.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Legislat\u00edva a s\u00fakromie \u2013 rozpozn\u00e1vanie tv\u00e1re<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"629\" height=\"354\" src=\"https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/444.png\" alt=\"\" class=\"wp-image-105\" srcset=\"https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/444.png 629w, https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/444-300x169.png 300w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Rozpozn\u00e1vanie tv\u00e1re sa znovu dost\u00e1va do eur\u00f3pskej debaty. Tento t\u00fd\u017ede\u0148 sa m\u00e9di\u00e1 venovali talianskemu n\u00e1vrhu pravidiel pre retrospekt\u00edvne rozpozn\u00e1vanie tv\u00e1r\u00ed a tie\u017e pou\u017e\u00edvaniu biometrick\u00fdch syst\u00e9mov na verejn\u00fdch podujatiach v \u010fal\u0161\u00edch krajin\u00e1ch.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pre slovensk\u00e9ho prev\u00e1dzkovate\u013ea je najd\u00f4le\u017eitej\u0161ie vedie\u0165, \u017ee biometrick\u00e1 identifik\u00e1cia nie je len \u201elep\u0161ia kamera\u201c. Spracovanie biometrick\u00fdch \u00fadajov na jedine\u010dn\u00fa identifik\u00e1ciu osoby je citliv\u00e1 pr\u00e1vna kateg\u00f3ria a E\u00da AI Act zav\u00e1dza \u010fal\u0161ie obmedzenia pre ur\u010dit\u00e9 pou\u017eitia vzdialenej biometrickej identifik\u00e1cie.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Z praktick\u00e9ho poh\u013eadu: ak chce firma pou\u017ei\u0165 detekciu osoby, po\u010d\u00edtanie \u013eud\u00ed alebo prekro\u010denie l\u00ednie, je to \u00faplne in\u00fd projekt ne\u017e vytv\u00e1ranie datab\u00e1zy tv\u00e1r\u00ed a automatick\u00e9 ur\u010dovanie identity. Pri druhom pr\u00edpade treba pr\u00e1vny z\u00e1klad, minimaliz\u00e1ciu d\u00e1t, pr\u00edsnu spr\u00e1vu pr\u00edstupov a ve\u013emi dobr\u00e9 zd\u00f4vodnenie proporcionality.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Produkt t\u00fd\u017ed\u0148a \u2013 term\u00e1lna AI kamera<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"629\" height=\"354\" src=\"https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/555.png\" alt=\"\" class=\"wp-image-106\" srcset=\"https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/555.png 629w, https:\/\/skyvision.sk\/news\/wp-content\/uploads\/2026\/08\/555-300x169.png 300w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Ako produkt t\u00fd\u017ed\u0148a som vybral kateg\u00f3riu nov\u00fdch VGA AI term\u00e1lnych kamier Hanwha Vision. Neberte to ako tvrdenie, \u017ee ide o novinku predstaven\u00fa pr\u00e1ve v posledn\u00fdch siedmich d\u0148och glob\u00e1lne \u2013 v\u00fdrobca t\u00fato s\u00e9riu komunikoval u\u017e sk\u00f4r, hoci region\u00e1lne news huby ju tento t\u00fd\u017ede\u0148 znovu zv\u00fdraznili.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Zauj\u00edmav\u00e1 je hodnota NETD pod 16 milikelvinov, ktor\u00fa v\u00fdrobca pri tejto s\u00e9rii uv\u00e1dza. NETD ve\u013emi zjednodu\u0161ene hovor\u00ed, ak\u00fd mal\u00fd rozdiel tepl\u00f4t dok\u00e1\u017ee senzor rozl\u00ed\u0161i\u0165. Ni\u017e\u0161ia hodnota znamen\u00e1 citlivej\u0161\u00ed term\u00e1lny obraz a pri perimetri m\u00f4\u017ee pom\u00f4c\u0165 oddeli\u0165 objekt od pozadia aj v zlo\u017eit\u00fdch podmienkach.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pre m\u0148a je v\u0161ak d\u00f4le\u017eitej\u0161ia kombin\u00e1cia s AI klasifik\u00e1ciou. Term\u00e1lna kamera tradi\u010dne v\u00fdborne deteguje teplotn\u00fd kontrast, ale sama o sebe nevie v\u017edy poveda\u0165, \u010do objekt je. Ke\u010f sa spoj\u00ed citliv\u00fd term\u00e1lny obraz s klasifik\u00e1ciou osoby, vozidla alebo plavidla, m\u00f4\u017ee v\u00fdrazne klesn\u00fa\u0165 po\u010det zbyto\u010dn\u00fdch poplachov. St\u00e1le v\u0161ak plat\u00ed: analytiku treba otestova\u0165 na konkr\u00e9tnej sc\u00e9ne.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Tip mont\u00e1\u017enika<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Pri AI analytike nikdy nekon\u010dite mont\u00e1\u017e vetou: \u201ealarm funguje, hotovo\u201c. Urobte si aspo\u0148 jednoduch\u00fd testovac\u00ed protokol. Sk\u00faste sc\u00e9nu cez de\u0148, v noci, proti svetlu, s \u010dlovekom pri kraji z\u00e1beru, s \u010diasto\u010dn\u00fdm zakryt\u00edm a pri r\u00f4znej r\u00fdchlosti. Zap\u00ed\u0161te, \u010do syst\u00e9m zachytil a \u010do nie. O mesiac alebo po aktualiz\u00e1cii firmv\u00e9ru m\u00e1te referenciu, \u010di sa spr\u00e1vanie zmenilo.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">M\u00fdtus t\u00fd\u017ed\u0148a<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">M\u00fdtus: ke\u010f kamera \u010dloveka jasne vid\u00ed, AI ho mus\u00ed v\u017edy rozpozna\u0165.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nie. \u010clovek a neur\u00f3nov\u00e1 sie\u0165 neinterpretuj\u00fa obraz rovnak\u00fdm sp\u00f4sobom. \u010clovek pou\u017e\u00edva kontext a sk\u00fasenos\u0165 s re\u00e1lnym svetom. Model pracuje s nau\u010den\u00fdmi \u010drtami a pravdepodobnos\u0165ou. Preto m\u00f4\u017ee existova\u0165 obraz, ktor\u00fd je pre \u010dloveka o\u010dividn\u00fd, ale model ho vyhodnot\u00ed nespr\u00e1vne. A m\u00f4\u017ee existova\u0165 aj opa\u010dn\u00fd probl\u00e9m: model vyhl\u00e1si objekt tam, kde ho \u010dlovek nevid\u00ed.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">SkyVision odpor\u00fa\u010da<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Ak dnes projektujete kamerov\u00fd syst\u00e9m, p\u00fdtajte sa dod\u00e1vate\u013ea na tri \u00farovne: obraz, analytiku a reakciu. Obraz znamen\u00e1, \u010di je sc\u00e9na technicky dobre nasn\u00edman\u00e1. Analytika znamen\u00e1, \u010do syst\u00e9m z obrazu dok\u00e1\u017ee spo\u013eahlivo vyhodnoti\u0165. Reakcia znamen\u00e1, \u010do sa stane po detekcii \u2013 kto dostane alarm, za ak\u00fd \u010das ho prever\u00ed a \u010do urob\u00ed, ak AI zlyh\u00e1. Kvalitn\u00e9 zabezpe\u010denie vznik\u00e1 a\u017e spojen\u00edm v\u0161etk\u00fdch troch.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u010co sledova\u0165 \u010fal\u0161\u00ed t\u00fd\u017ede\u0148<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Po DEF CON-e bude zauj\u00edmav\u00e9 sledova\u0165, \u010di sa objavia \u010fal\u0161ie nez\u00e1visl\u00e9 testy adversari\u00e1lnych vzorov na komer\u010dn\u00fdch kamerov\u00fdch platform\u00e1ch a \u010di v\u00fdrobcovia zverejnia reakcie alebo obrann\u00e9 postupy. Budeme sledova\u0165 aj nov\u00e9 produktov\u00e9 aktualiz\u00e1cie VMS, AI analytiky, cloudov\u00fdch platforiem, alarmov a pr\u00edstupov\u00fdch syst\u00e9mov. Ak sa objav\u00ed relevantn\u00e1 CVE alebo CERT v\u00fdstraha pre fyzick\u00e9 bezpe\u010dnostn\u00e9 zariadenia, dostane prednos\u0165 pred marketingov\u00fdmi novinkami.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Z\u00e1ver<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">To je v\u0161etko z dne\u0161n\u00e9ho SkyVision Security News. Ak si m\u00e1te z tejto epiz\u00f3dy odnies\u0165 jednu vec, je to toto: modern\u00e1 kamera u\u017e nie je iba objekt\u00edv a sn\u00edma\u010d. Je to re\u0165azec od senzora cez AI a\u017e po \u010dloveka, ktor\u00fd na udalos\u0165 reaguje. A bezpe\u010dnos\u0165 cel\u00e9ho syst\u00e9mu je len tak\u00e1 siln\u00e1 ako jeho najslab\u0161ia vrstva.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Zdroje<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>TechCrunch \u2013 adversari\u00e1lny vzor noRecognition, 9. 8. 2026: <a href=\"https:\/\/techcrunch.com\/2026\/08\/09\/this-adversarial-pattern-can-prevent-surveillance-cameras-from-detecting-you\/\">https:\/\/techcrunch.com\/2026\/08\/09\/this-adversarial-pattern-can-prevent-surveillance-cameras-from-detecting-you\/<\/a><\/li>\n\n\n\n<li>AI Village @ DEF CON 34 \u2013 program a term\u00edn 6.\u20139. 8. 2026: <a href=\"https:\/\/aivillage.org\/events\/defcon-34\/\">https:\/\/aivillage.org\/events\/defcon-34\/<\/a><\/li>\n\n\n\n<li>Axis Communications \u2013 Benefits of police dash cams, 5. 8. 2026: <a href=\"https:\/\/newsroom.axis.com\/blog\/police-dash-cams\">https:\/\/newsroom.axis.com\/blog\/police-dash-cams<\/a><\/li>\n\n\n\n<li>Advancis \u2013 Modern Redesign of the WinGuard X5 App, 7. 8. 2026: <a href=\"https:\/\/advancis.net\/company\/current\/news\/?lang=en\">https:\/\/advancis.net\/company\/current\/news\/?lang=en<\/a><\/li>\n\n\n\n<li>TechRadar \u2013 diskusia o facial recognition v Eur\u00f3pe, 7. 8. 2026: <a href=\"https:\/\/www.techradar.com\/vpn\/vpn-privacy-security\/the-end-of-anonymous-protest-how-facial-recognition-puts-democracy-at-risk\">https:\/\/www.techradar.com\/vpn\/vpn-privacy-security\/the-end-of-anonymous-protest-how-facial-recognition-puts-democracy-at-risk<\/a><\/li>\n\n\n\n<li>EU AI Act \u2013 Regulation (EU) 2024\/1689: <a href=\"https:\/\/eur-lex.europa.eu\/eli\/reg\/2024\/1689\/oj\">https:\/\/eur-lex.europa.eu\/eli\/reg\/2024\/1689\/oj<\/a><\/li>\n\n\n\n<li>Hanwha Vision \u2013 News Hub \/ VGA AI Thermal Camera series: <a href=\"https:\/\/www.hanwhavision.com\/global\/news-events\/news-hub\">https:\/\/www.hanwhavision.com\/global\/news-events\/news-hub<\/a><\/li>\n\n\n\n<li>Genetec \u2013 Security Center SaaS updates: <a href=\"https:\/\/www.genetec.com\/product-releases\/security-center-saas-roundup\">https:\/\/www.genetec.com\/product-releases\/security-center-saas-roundup<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>T\u00fd\u017edenn\u00fd magaz\u00edn o kamerov\u00fdch a zabezpe\u010dovac\u00edch syst\u00e9mochRe\u0161er\u0161: 3. \u2013 10. august 2026 Preh\u013ead<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-100","post","type-post","status-publish","format-standard","hentry","category-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SkyVision Security News #2 - SkyVision<\/title>\n<meta name=\"description\" content=\"Modern\u00e9 CCTV treba navrhova\u0165 ako cel\u00fd rozhodovac\u00ed re\u0165azec, nie ako s\u00fabor kamier. 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