Mai Gano Haruffan da Ba a Gani - Nemo Boyayyun Haruffa

Ilimin Halittar Zero-Width Unicode Steganography da Alamar Ruwa ta Rubutun AI

Matsayin Unicode yana bayyana da yawa daga tsari da lambobin sarrafawa (Janar Category `Cf` da `Zs`) da aka tsara don tsara rubutun rikitarwa, sarrafa rubutu ta fuskoki biyu, da karyewar kalma marasa gani. Haruffa kamar Zero-Width Space (`U+200B`), Zero-Width Non-Joiner (`U+200C`), Zero-Width Joiner (`U+200D`), da Word Joiner (`U+2060`) suna ɗaukar bayt 3 a cikin ƙwaƙwalwar ajiyar UTF-8 duk da haka suna nuna tare da faɗin gaba na sifili a cikin burauzanka da masu sarrafa rubutu.

Saboda waɗannan lambobin sun tsira daga ayyukan allo na yau da kullum Ctrl+C / Ctrl+V a fadin aikace-aikacen yanar gizo, Microsoft Word, Google Docs, da masu edita na CMS, ana amfani da them sosai don steganography na dijital da alamomin ruwa na rubutun AI. Ta hanyar sanya jerin lambobin binary cikin musanya `U+200B` da `U+200C` haruffa tsakanin kalmomi, dandamali na iya sanya alamar ruwa ga takardu a ɓoye. Mai bincike na forensic na Multinook yana nazarin lambobin danye ta hanyar `String.prototype.codePointAt()`, yana bayyana da cire kowane alama maras bugawa a cikin lokacin da bai kai milisekona ba.

Me yasa Kwafi da Liƙa daga LLMs da PDFs ke Lalata Lambar Tushe da Tsarin Bayanai

Masu haɓaka software, masu nazarin bayanai, da ƙungiyoyin DevOps suna fuskantar kurakuran tsari masu rikitarwa lokacin da suke kwafin sassan da aka saita ko alamomin lamba daga musaya na tattaunawar LLM, Slack, ko takardun PDF. Alamar Byte Order Mark (`U+FEFF`) guda ɗaya ko Narrow No-Break Space (`U+202F`) da aka saka a ciki da maɓallin JSON, mai canjin yanayi, ko tambayar SQL yana sa masu fassara su ƙi fayil ɗin tare da keɓancewar ɓoye mai rikitarwa.

Har ma mafi munin, lokacin da haruffa marasa gani suka shiga bayanan bayanai na samarwa a cikin imel ɗin mai amfani ko SKUs na samfur, tambayoyin daidaito daidai (`WHERE sku = 'ABC-123'`) sun gaza a ɓoye saboda igiyar da aka adana ta ƙunshi `ABC-\u200B123`. Wuce rubutun allo ta cikin mai tsabtace Multinook yana ba da garanti 100% ingantattun igiyoyin UTF-8.

Tsaftacewa ta Gefen Abokin Harka Wanda Aka Keɓe don Marubuta, Masu Buga Labarai, da Masu Injiniya

Yawancin masu tsaftace 'rubutun AI' na kan layi da masu cire alamar ruwa suna watsa labaran da kuka liƙa zuwa uwar garken cloud na baya, suna haifar da manyan haɗarin sirri don aikin jarida da ba a buga shi ba, rubutun abokin ciniki, da lambar tushe mai mallakar mallaka. Multinook yana aiwatar da duk binciken Unicode, haskaka X-Ray, da tsaftace regex da ƙarfi a cikin RAM na cikin burauzanka tare da buƙatun cibiyar sadarwa na sifili.