[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-en-105":3,"doc-seo-455623-105":59,"doc-detail-455623-en":129},{"code":4,"msg":5,"data":6},0,"success",[7,13,18,23,28,33,38,43,48,51,55],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},1,"Document","Story & Novel",90,"story-novel",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":16,"slug":17},2,"Literature",80,"literature",{"id":19,"doc_module":4,"doc_module_name":9,"category_name":20,"show_sort_weight":21,"slug":22},4,"Exam",70,"exam",{"id":24,"doc_module":4,"doc_module_name":9,"category_name":25,"show_sort_weight":26,"slug":27},5,"Comic",60,"comic",{"id":29,"doc_module":4,"doc_module_name":9,"category_name":30,"show_sort_weight":31,"slug":32},6,"Technology",50,"technology",{"id":34,"doc_module":4,"doc_module_name":9,"category_name":35,"show_sort_weight":36,"slug":37},7,"Healthcare",40,"healthcare",{"id":39,"doc_module":4,"doc_module_name":9,"category_name":40,"show_sort_weight":41,"slug":42},8,"Research & Report",30,"research-report",{"id":44,"doc_module":4,"doc_module_name":9,"category_name":45,"show_sort_weight":46,"slug":47},9,"Religion & Spirituality",20,"religion-spirituality",{"id":46,"doc_module":4,"doc_module_name":9,"category_name":49,"show_sort_weight":46,"slug":50},"World Cup","world-cup",{"id":52,"doc_module":4,"doc_module_name":9,"category_name":53,"show_sort_weight":52,"slug":54},10,"Lifestyle","lifestyle",{"id":56,"doc_module":4,"doc_module_name":9,"category_name":57,"show_sort_weight":24,"slug":58},19,"General","general",{"code":4,"msg":60,"data":61},"ok",{"site_id":62,"language":63,"slug":64,"title":65,"keywords":66,"description":67,"schema_data":68,"social_meta":122,"head_meta":124,"extra_data":126,"updated_unix":128},105,"en","autonomous-recognition-of-erroneous-raw-key-bit-bias-in-quantum-key-distribution","Autonomous recognition of erroneous raw key bit bias in quantum key distribution","","Autonomous error recognition for quantum key distribution (QKD) is addressed with a focus on how erroneous ratios of bit values in a raw key affect protocol security and key rate. The work defines a state detection (SD) error occurring when Bob cannot detect one of Alice’s encoding states, then provides an autonomous procedure for recognizing this error from the generated raw key. It also proposes a two-part countermeasure enabling continued operation and redundancy, and discusses motivating real-world scenarios. Background includes the 3-state BB84 protocol and side-channel attacks.",{"@graph":69,"@context":121},[70,84,104],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":40,"@type":76,"position":81},"https://docshare.wps.com/document/research-report/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/autonomous-recognition-of-erroneous-raw-key-bit-bias-in-quantum-key-distribution/455623/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":98,"encodingFormat":97,"isAccessibleForFree":99,"interactionStatistic":100},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/autonomous-recognition-of-erroneous-raw-key-bit-bias-in-quantum-key-distribution/455623.png","ImageObject",300,407,{"name":92,"@type":93},"Asher","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-09-30",true,{"@type":101,"interactionType":102,"userInteractionCount":4},"InteractionCounter",{"@type":103},"ViewAction",{"@type":105,"mainEntity":106},"FAQPage",[107,113,117],{"name":108,"@type":109,"acceptedAnswer":110},"What is the state detection (SD) error in this QKD context?","Question",{"text":111,"@type":112},"SD error refers to an error where Bob is no longer able to detect one of Alice’s encoding states, leading to a change in the ratio of bit values in Bob’s raw key.","Answer",{"name":114,"@type":109,"acceptedAnswer":115},"How is the SD error autonomously recognized?",{"text":116,"@type":112},"Recognition is performed by applying an additional step using the generated raw key so that Alice and Bob can automatically identify the erroneous ratio of raw key bits.",{"name":118,"@type":109,"acceptedAnswer":119},"What countermeasures are proposed after SD error recognition?",{"text":120,"@type":112},"A two-part countermeasure can be autonomously put in place by Alice and Bob to mitigate the SD error, allow the QKD system to continue operating, and add redundancy to reduce downtime.","https://schema.org",{"og:url":83,"og:type":123,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":125,"canonical":83},"index,follow",{"doc_id":127,"site_id":62},455623,1790743659,{"code":4,"msg":5,"data":130},{"doc_id":127,"user_id":131,"nickname":92,"user_avatar":132,"doc_module":4,"category_id":39,"category_name":40,"doc_title":65,"doc_description":67,"doc_content":133,"file_id":134,"file_url":135,"file_type":136,"file_size":137,"view_count":4,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":52,"language":138,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":139,"faqs":140,"seo_title":141,"seo_description":67,"update_tm":128,"read_time":142},687197207639,"https://ap-avatar.wpscdn.com/davatar_a8503ba1806abce46bf441b54a3ca4cd","[www. nature.com/scientificreports](www. nature.com/scientificreports)  \nOPEN  \nAutonomous recognition of erroneous raw key bit bias in quantum key distribution  \nMatt Young1􀀍, Marco Lucamarini2 & Stefano Pirandola1  \nAs quantum key distribution technologies mature, it is pertinent to consider these systems in contexts beyond lab settings, and how these systems may have to operate autonomously. To begin, an abstract definition of a type of error that can occur with regard to the ratio of bit values in the raw key is presented, and how this has an impact on the security and key rate of QKD protocols. A mechanism by which errors of this type can be autonomously recognised is given, along with simulated results. A two part countermeasure that can be autonomously put in place to mitigate against errors of this type is also given. Finally some motivating examples where this type of error could appear in practice are presented to add context, and to illustrate the importance of this work to the development of quantum key distribution technologies.  \nWith the advancement of research into quantum key distribution (QKD)1,2, we are moving ever closer to a world in which QKD systems are a part of real-world infrastructure3,4. In such a setting, determining if a QKD system is operating as it should is a task that will need to be performed by a QKD system autonomously. In addition to this, downtime ofa QKD system should be kept to a minimum, otherwise the operation of critical organisations or infrastructure making use of QKD systems could be severely compromised.  \nIn this work a new scheme is presented to autonomously recognise an error where Bob is no longer able to detect one of the encoding states used by Alice, which manifests as a change in the ratio of bit values in Bob’s raw key. For brevity, in this work this will be referred to as a state detection error, or SD error. SD error recognition is done by performing an additional step using the generated raw key, after which Alice and Bob can automatically put a countermeasure in place allowing the QKD system to continue operation, preventing downtime, and autonomously adding redundancy to QKD systems.  \nTo begin, an introduction of the 3-state BB84 protocol and side-channel attacks are given, which are some of the pre-requisite core concepts used in the main body of this work (Henceforth for the remainder of this work, when discussing the 3-State BB84 protocol in this work, we will state it as such. Any reference to the BB84 protocol is in reference to the original 4-State version of the BB84 protocol). Following this, motivating examples of how an SD error could occur are given in the form of a fault of a measurement device, and of a possible sidechannel attack. The consequences of failing to recognise an SD error are discussed, before then going on to present the procedure for recognising an erroneous ratio of raw key bits, after which a countermeasure that can be taken by Alice and Bob is given.  \n3-State BB84  \nThe original QKD protocol proposed by Bennett and Brassard5 (BB84) makes use of 4 quantum states to encode information, |0⟩, |1⟩, |+⟩, and |−⟩, where |±⟩ = 2 (|0⟩± |1⟩). A full description of the BB84 protocol can be found in Appendix A.  \nThere exists a specification and security proof of BB84 that only makes use of three of these states6 and this version of the protocol has been demonstrated in practice7,8. For illustrative purposes, the three states |0⟩, |1⟩, and |+⟩ will be considered, but any three of the four BB84 states mentioned above can be used. There are only two changes from BB84:  \n1. When Alice randomly chooses to prepare a state from the phase-basis (also known as the x-basis), she always prepares the |+⟩ state.  \n2. Only instances from the computational-basis (z-basis) are used for key-generation, whilst all instances from the x-basis, and a small fraction from the z-basis are used for parameter estimation.  \n1Department of Computer Science, University of Y","cbCaijBYMZjtS8ml","https://ap.wps.com/l/cbCaijBYMZjtS8ml","pdf",2096770,"English","# Autonomous recognition of erroneous raw key bit bias in quantum key distribution\n## Motivation for autonomous operation and minimising downtime\n## Definition and impact of the state detection (SD) error\n## Overview of BB84 protocol and side-channel attacks\n## 3-state BB84\n## Side-channel attacks\n## Countermeasure strategy and simulated results","[{\"question\":\"What is the state detection (SD) error in this QKD context?\",\"answer\":\"SD error refers to an error where Bob is no longer able to detect one of Alice’s encoding states, leading to a change in the ratio of bit values in Bob’s raw key.\"},{\"question\":\"How is the SD error autonomously recognized?\",\"answer\":\"Recognition is performed by applying an additional step using the generated raw key so that Alice and Bob can automatically identify the erroneous ratio of raw key bits.\"},{\"question\":\"What countermeasures are proposed after SD error recognition?\",\"answer\":\"A two-part countermeasure can be autonomously put in place by Alice and Bob to mitigate the SD error, allow the QKD system to continue operating, and add redundancy to reduce downtime.\"}]","Autonomous recognition of erroneous raw key bit bias in quantum key distribution | PDF",25]