{"id":181810,"date":"2026-05-30T14:48:13","date_gmt":"2026-05-30T12:48:14","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/vigolium-v0-1-13-beta"},"modified":"2026-05-30T14:48:13","modified_gmt":"2026-05-30T12:48:14","slug":"vigolium-v0-1-13-beta","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/news\/vigolium-v0-1-13-beta","title":{"rendered":"Vigolium v0.1.13-beta","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><a rel=\"nofollow\" href=\"https:\/\/www.linux.org.ru\/images\/23496\/original.png\" itemprop=\"contentURL\"><\/p>\n<p>      <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/05\/6b5dca385b6e09391b374bd74ce93d2c.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>      <\/a><\/p>\n<p><noindex>      <noindex><\/p>\n<p>L\u00ebshimi i versionit t\u00eb par\u00eb t\u00eb hapur \u00ebsht\u00eb publikuar <strong><a rel=\"nofollow\" href=\"https:\/\/github.com\/vigolium\/vigolium\/releases\/tag\/v0.1.13-beta\">Vigolium v0.1.13-beta<\/a><\/strong> \u2014 skaneri i dob\u00ebsive p\u00ebr aplikacionet n\u00eb web, i cili kombinon skanimin klasik t\u00eb p\u00ebrcaktuar me auditimin me agjent n\u00eb baz\u00eb t\u00eb LLM. Projekti \u00ebsht\u00eb n\u00eb dispozicion n\u00eb GitHub dhe shp\u00ebrndahet n\u00ebn licenc\u00eb <strong>GNU AGPLv3<\/strong>; pjesa tregtare \u00ebsht\u00eb e bazuar n\u00eb re <strong>Cloud Console<\/strong>, nd\u00ebrsa b\u00ebrthama e skanerit \u00ebsht\u00eb shpallur si e hapur.<\/p>\n<p><\/noindex><\/noindex><\/p>\n<p>Vigolium ofron dy m\u00ebnyra kryesore operimi: vigolium scan \u2014 skanimi normal me shum\u00eb etapa me k\u00ebrkim p\u00ebrmbajtjeje, spidering p\u00ebrmes shfletuesit, audit aktiv dhe pasiv; dhe vigolium agent \u2014 moda e agjentit, ku LLM zgjedh modulet, planifikon sulmet, gjeneron zgjerime JavaScript t\u00eb personalizuara dhe kombinon testimin dinamik me auditimin e kodit burimor.<\/p>\n<p><noindex><\/p>\n<p>Sipas <a rel=\"nofollow\" href=\"https:\/\/docs.vigolium.com\/native-scan\/modules-reference\">treguesi aktual i modulet<\/a>, Vigolium p\u00ebrfshin <strong>251 modulet e kontrollit<\/strong>, prej t\u00eb cilave <strong>154 jan\u00eb aktive<\/strong> dhe <strong>97 jan\u00eb pasive<\/strong>. Modulet aktive d\u00ebrgojn\u00eb k\u00ebrkesa t\u00eb ndryshuara dhe aplikojn\u00eb fuzzing, injeksione dhe analiz\u00eb sjelljeje, nd\u00ebrsa ato pasive analizojn\u00eb \u00e7iftet ekzistuese k\u00ebrkes\u00eb\/ p\u00ebrgjigje pa gjeneruar trafikun shtes\u00eb.<\/p>\n<p><\/noindex><\/p>\n<h3><a rel=\"nofollow\" href=\"https:\/\/github.com\/vigolium\/vigolium#key-features\">Mund\u00ebsit\u00eb<\/a><\/h3>\n<ul>\n<li>\n<p><strong>Native Scan \u2014 skanimi normal i p\u00ebrcaktuar.<\/strong><br \/>\nM\u00ebnyra vigolium scan \u00ebsht\u00eb e dizajnuar p\u00ebr verifikime t\u00eb shpejta dhe t\u00eb rip\u00ebrs\u00ebritshme. Ai kalon n\u00ebp\u00ebr disa faza: mbledhje e t\u00eb dh\u00ebnave t\u00eb jashtme, zbulimi i p\u00ebrmbajtjes, browser\/SPA-spidering dhe auditim. Kjo m\u00ebnyr\u00eb \u00ebsht\u00eb e p\u00ebrshtatshme p\u00ebr CI, kontrolle t\u00eb rregullta dhe raste kur \u00ebsht\u00eb e r\u00ebnd\u00ebsishme t\u00eb marr\u00ebsh nj\u00eb rezultat t\u00eb parashikuesh\u00ebm pa p\u00ebrfshirjen e LLM.<\/p>\n<\/li>\n<li>\n<p><strong>Agentic Scan \u2014 auditi me agjent me LLM.<\/strong><br \/>\nM\u00ebnyra vigolium agent p\u00ebrdor runtime-in e integruar <strong>olium<\/strong>. Agjenti mund t\u00eb k\u00ebrkoj\u00eb vet\u00eb endpointet, t\u00eb zgjedh\u00eb modulet, t\u00eb nis\u00eb kontrollin, t\u00eb analizoj\u00eb kodin, t\u00eb kryej\u00eb SAST dhe t\u00eb rishqyrtoj\u00eb gjetjet. Mb\u00ebshteten skenar\u00ebt Autopilot, Swarm dhe Query mode: nga skanimi autonom i objektivave deri te k\u00ebrkesat e rast\u00ebsishme p\u00ebr rishikimin e kodit, k\u00ebrkimin e endpoint-\u00ebve dhe zbulimin e sekreteve.<\/p>\n<\/li>\n<li>\n<p><strong>Kontrolli i XSS, SQLi, NoSQLi, SSTI, LFI, RCE, XXE dhe SSRF.<\/strong><br \/>\nN\u00eb treguesin e moduleve p\u00ebrfshihen kontrollet e XSS t\u00eb reflektuara, SQL-injeksioneve p\u00ebrmes gabimeve dhe SQLi me verb\u00eb boolean, injeksioneve NoSQL, injeksionit t\u00eb templatit an\u00ebsor t\u00eb serverit, p\u00ebrfshirjes s\u00eb skedar\u00ebve lokal\u00eb, injeksionit t\u00eb komand\u00ebs, XXE, SSRF dhe dob\u00ebsive jasht\u00eb band\u00ebs. P\u00ebr gjetjet p\u00ebrdoret nj\u00eb shkall\u00eb serioziteti nga kritike deri n\u00eb info dhe nj\u00eb shkall\u00eb besimi certain, firm, tentative.<\/p>\n<\/li>\n<li>\n<p><strong>Kontrollet OAST p\u00ebr dob\u00ebsi \"verb\u00eb\".<\/strong><br \/>\nVigolium mund t\u00eb verifikoj\u00eb blind XSS, blind SSRF, blind XXE dhe blind RCE p\u00ebrmes mekanizmave t\u00eb callback, p\u00ebrfshir\u00eb interactsh. Kjo \u00ebsht\u00eb e nevojshme n\u00eb rastet kur vulnerabiliteti nuk shfaqet drejtp\u00ebrdrejt n\u00eb p\u00ebrgjigjen HTTP, por serveri b\u00ebn nj\u00eb k\u00ebrkes\u00eb t\u00eb jashtme DNS\/HTTP ose ekzekuton nj\u00eb veprim t\u00eb vonuar.<\/p>\n<\/li>\n<li>\n<p><strong>Mutacioni q\u00eb \u00ebsht\u00eb i nd\u00ebrgjegjsh\u00ebm p\u00ebr vler\u00ebn \u2014 mutacioni i parametrave duke marr\u00eb parasysh kuptimin e vler\u00ebs.<\/strong><br \/>\nSkeneri klasifikon parametrat sipas tipit semantik: num\u00ebr, UUID, JWT, email dhe variante t\u00eb tjera, dhe m\u00eb pas p\u00ebrshtat mutacionet sipas kontekstit. Kjo duhet t\u00eb zvog\u00ebloj\u00eb zhurm\u00ebn p\u00ebr krahasim me vendosjen e thjesht\u00eb t\u00eb payload-eve identike n\u00eb t\u00eb gjitha fushat nj\u00eb pas nj\u00eb.<\/p>\n<\/li>\n<li>\n<p><strong>Mb\u00ebshtetje p\u00ebr formate hyr\u00ebse t\u00eb ndryshme.<\/strong><br \/>\nSi hyrje mund t\u00eb jepen URL, specifikime OpenAPI\/Swagger, koleksione Postman, t\u00eb dh\u00ebna nga Burp Suite, cURL dhe Nuclei JSONL. Gjithashtu, mb\u00ebshtetet kalimi i URL-s\u00eb p\u00ebrmes stdin dhe ekzekutimi i fazave t\u00eb ve\u00e7anta t\u00eb skanimit.<\/p>\n<\/li>\n<li>\n<p><strong>Skanimi i autentifikuar dhe verifikimet IDOR\/BOLA.<\/strong><br \/>\nVigolium mb\u00ebshtet disa seanca nj\u00ebkoh\u00ebsisht: seancat mund t\u00eb kalohen inline, t\u00eb ngarkohen nga skedar\u00ebt ose t\u00eb p\u00ebrshkruhen flukse t\u00eb plota hyrjeje me nxjerrjen e tokeneve. Kjo p\u00ebrdoret p\u00ebr verifikimet e kontrollit horizontal dhe vertical t\u00eb qasjes, duke p\u00ebrfshir\u00eb IDOR\/BOLA dhe rritjen e privilegjeve.<\/p>\n<\/li>\n<li>\n<p><strong>Verifikimet e kornizave dhe rrjedhjeve tipike.<\/strong><br \/>\nN\u00eb list\u00ebn e moduleve ka verifikime p\u00ebr Next.js, Spring\/Java, Django, Flask, FastAPI, Laravel, Symfony, Rails, Express dhe ASP.NET\/IIS. P\u00ebr shembull, p\u00ebr Spring verifikohen endpoint-et e hapura Actuator, Spring Boot Admin, Spring Cloud Config, H2 Console, Jolokia dhe konsolat e server\u00ebve t\u00eb aplikacioneve Java; p\u00ebr Next.js \u2014 rrjedhjet p\u00ebrmes \/_next\/data, SSRF n\u00eb Image Optimizer dhe anashkalimet e middleware.<\/p>\n<\/li>\n<li>\n<p><strong>Zgjerimet JavaScript.<\/strong><br \/>\nP\u00ebrdoruesi mund t\u00eb shkruaj\u00eb modulet e tij dhe hooks n\u00eb JavaScript p\u00ebrmes nj\u00eb motorit t\u00eb integruar JS me API HTTP, duke marr\u00eb parasysh seancat. Nj\u00eb kufizim i r\u00ebnd\u00ebsish\u00ebm: k\u00ebto zgjerime mund t\u00eb ekzekutojn\u00eb komanda t\u00eb rastit dhe nuk jan\u00eb t\u00eb izoluara n\u00eb sandboxes, prandaj duhet t'i trajtojm\u00eb si kod t\u00eb zakonsh\u00ebm ekzekutues.<\/p>\n<\/li>\n<li>\n<p><strong>Nj\u00eb faz\u00eb e ve\u00e7ant\u00eb triage p\u00ebr rezultatet.<\/strong><br \/>\nN\u00eb testimin e siguris\u00eb t\u00eb ndihmuar nga LLM shpesh paraqitet problemi i gjetjeve t\u00eb besueshme, por t\u00eb pakthyeshme. Autori i Vigolium e p\u00ebrshkruan triage si nj\u00eb kalim t\u00eb ve\u00e7ant\u00eb: s\u00eb pari skeneri mbledh kandidat\u00ebt, pastaj nj\u00eb verifikim i ve\u00e7ant\u00eb ribashkon \u00e7do gjetje me provat.<\/p>\n<\/li>\n<li>\n<p><strong>Kufizimet e buxhetit p\u00ebr modin agjent.<\/strong><br \/>\nP\u00ebr skanimin agjent, mund t\u00eb kufizoni token\u00ebt, numrin e thirrjeve t\u00eb mjeteve, numrin e iteracioneve t\u00eb triage dhe koh\u00ebn totale t\u00eb ekzekutimit. Kjo \u00ebsht\u00eb e r\u00ebnd\u00ebsishme p\u00ebr CI dhe testet e penetrimit me nj\u00eb koh\u00eb fikse: agjenti nuk duhet t\u00eb \"g\u00ebrmoj\u00eb\" pand\u00ebrprer\u00eb n\u00eb nj\u00eb q\u00ebllim dhe t\u00eb shpenzoj\u00eb buxhetin n\u00eb hipoteza t\u00eb pak\u00ebndshme.<\/p>\n<\/li>\n<li>\n<p><strong>Raportet, radh\u00ebt dhe shkall\u00ebzimi.<\/strong><br \/>\nN\u00eb Native Scan jan\u00eb deklaruar nj\u00eb pool pun\u00ebtor\u00ebsh konkurrues, kufizimi i norm\u00ebs p\u00ebr \u00e7do host, nj\u00eb radh\u00eb hibrid n\u00eb memorie, n\u00eb disk ose n\u00eb Redis, si dhe raporte HTML t\u00eb vet\u00eb-mjaftueshme. P\u00ebr dalje jan\u00eb t\u00eb disponueshme console, JSONL dhe HTML.<\/p>\n<\/li>\n<li>\n<p><strong>Rejimi i serverit, API dhe integrimi me Burp Suite.<\/strong><br \/>\nVigolium mund t\u00eb funksionoj\u00eb si nj\u00eb server API, t\u00eb pranoj\u00eb trafik, t\u00eb p\u00ebrfshij\u00eb nj\u00eb proxy HTTP t\u00eb transparenc\u00ebs dhe t\u00eb skanoj\u00eb automatikisht t\u00eb dh\u00ebnat e marra. P\u00ebr Burp Suite p\u00ebrmendet nj\u00eb zgjerim t\u00eb ve\u00e7ant\u00eb burp-vigolium, q\u00eb mund\u00ebson d\u00ebrgimin e trafikut n\u00eb koh\u00eb reale n\u00eb server Vigolium.<\/p>\n<\/li>\n<li>\n<p><strong>Workbench dhe Console.<\/strong><br \/>\nP\u00ebrve\u00e7 CLI, projekti p\u00ebrshkruan <strong>Workbench<\/strong> \u2014 nj\u00eb panel t\u00eb vet\u00eb-hostuar p\u00ebr vizualizimin e rezultateve, menaxhimin e projekteve dhe ndjekjen e gjetjeve. <strong>Console<\/strong> \u2014 nj\u00eb shtres\u00eb tregtare n\u00eb cloud p\u00ebr skanimin e menaxhuar, raportimin e centralizuar, bashk\u00ebpunimin dhe planifikimin e kontrolleve.<\/p>\n<\/li>\n<\/ul>\n<h3>Instalimi<\/h3>\n<p>Projekti ofron instalim p\u00ebrmes nj\u00eb skripti shell, npm, Docker, Homebrew, Bun dhe nd\u00ebrtim nga burimi. P\u00ebr nd\u00ebrtim nga burimi, n\u00eb README jan\u00eb treguar k\u00ebrkesat <strong>Go 1.26+<\/strong> dhe <strong>bun 1.3.11+<\/strong>.<\/p>\n<p>curl -fsSL https:\/\/vigolium.com\/install.sh | bash<\/p>\n<p>npm install -g @vigolium\/vigolium<\/p>\n<p>docker pull j3ssie\/vigolium:latest<br \/>\ndocker run \u2014rm j3ssie\\\/vigolium:latest scan -h<\/p>\n<p>Zhvilluesit t\u00ebrheqin ve\u00e7an\u00ebrisht v\u00ebmendjen se Vigolium \u00ebsht\u00eb nj\u00eb mjet sigurie ofensive: regjimi agjent niset pa nj\u00eb sandbox dhe merr qasje t\u00eb plot\u00eb n\u00eb shell, sistemin e skedar\u00ebve dhe rrjetin e host-it, dhe zgjerimet gjithashtu mund t\u00eb ekzekutojn\u00eb komanda t\u00eb rastit. Prandaj, \u00ebsht\u00eb e rekomanduar q\u00eb kontrollimet agjente t\u00eb nisohen n\u00eb nj\u00eb en\u00eb nj\u00ebher\u00ebsh ose nj\u00eb makin\u00eb virtuale t\u00eb kufizuar brenda kornizave t\u00eb testimit specifik.<\/p>\n<p>Burimi: <a \ncontent=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.linux.org.ru\/news\/security\/18304531\">linux.org.ru<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0439 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a Vigolium v0.1.13-beta \u2014 \u0441\u043a\u0430\u043d\u0435\u0440\u0430 \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u0435\u0439 \u0434\u043b\u044f \u0432\u0435\u0431-\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439, \u0441\u043e\u0432\u043c\u0435\u0449\u0430\u044e\u0449\u0435\u0433\u043e \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0434\u0435\u0442\u0435\u0440\u043c\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0435 \u0441\u043a\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0441 \u0430\u0433\u0435\u043d\u0442\u043d\u044b\u043c \u0430\u0443\u0434\u0438\u0442\u043e\u043c \u043d\u0430 \u0431\u0430\u0437\u0435 LLM. \u041f\u0440\u043e\u0435\u043a\u0442 \u0434\u043e\u0441\u0442\u0443\u043f\u0435\u043d \u043d\u0430 GitHub \u0438 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u044f\u0435\u0442\u0441\u044f \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 GNU AGPLv3; \u043a\u043e\u043c\u043c\u0435\u0440\u0447\u0435\u0441\u043a\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u0432\u044b\u043d\u0435\u0441\u0435\u043d\u0430 \u0432 \u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0439 Cloud Console, \u0442\u043e\u0433\u0434\u0430 \u043a\u0430\u043a \u044f\u0434\u0440\u043e \u0441\u043a\u0430\u043d\u0435\u0440\u0430 \u0437\u0430\u044f\u0432\u043b\u0435\u043d\u043e \u043a\u0430\u043a \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u0435. Vigolium \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0434\u0432\u0430 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0440\u0435\u0436\u0438\u043c\u0430 \u0440\u0430\u0431\u043e\u0442\u044b: vigolium scan \u2014 \u043e\u0431\u044b\u0447\u043d\u043e\u0435 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":8,"featured_media":181811,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-181810","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\".\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Erik Peterson\"\/>\n\t<link rel=\"canonical\" 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