Rivalry2

Пост-квантовая криптография
2026-03-10 16:46 Diff
Теги: tls, ssh, криптографическая защита информации, rsa, пост-квантовая криптография, квантовый компьютер, агенство стандартизации nist, ipsec, signal, тотальный взлом, задачи на евклидовых решетках, задачи из теории кодирования, задачи на многомерных полиномах, задача вычисления изогении между абелевыми многообразиями, задача нахождения коллизий хэш-функции
Наверняка, многие, кто так или иначе связан с IT, слышали о том, что квантовый компьютер легко взламывает современные методы криптографии с открытым ключом. Существует множество разрозненных мнений о том, насколько скоро появится квантовый компьютер, способный «взломать» ключи той длины, которой мы пользуемся сегодня — 4096 бит RSA модуль или 256 бит подгруппа для Диффи-Хэллмана.
И всё же Агенство стандартизации NIST решило готовить сани летом и в 2018 году запустило конкурс на лучшие пост-квантовые примитивы. С предложенными кандидатами на пост-квантовую эру мы и познакомимся.
Предисловие

Современная криптография с открытым ключом (TLS, SSH, IpSec, Signal) основана на сложности факторизации больших чисел (RSA) и/или сложности вычисления дискретного логарифма (Диффи-Хэллман). В 1994 году Шор предложил квантовый алгоритм, решающий обе задачи за полиномиальное (от длины входных данных) время.
В терминологии криптоанализа такой алгоритм классифицируется как «тотальный взлом». Современные квантовые компьютеры не обладают мощностями, а именно количеством кубит, достаточными для решения этих задач в интересных для криптографии параметрах.
Сложно предсказать, когда мы получим квантовый компьютер, который сможет проводить вычисления с несколькими тысячами кубит. На всякий случай криптографы подготовили альтернативные криптографические примитивы, (предположительно) стойкие к атакам на квантовый компьютер.
Пост-квантовые решения

А именно, место теоретико-числовых задач (таких как факторизация, дискретный логарифм) могут занять:
I. Сложные задачи на евклидовых решетках

А именно, задача нахождения короткого вектора: по данному базису найти кратчайший ненулевой элемент решетки, определенной как
Плюсы решеток: сравнительно небольшие размеры ключей, быстрые алгоритмы генерации ключей, шифрования/дешифрования, наличие алгоритмов и для цифровой подписи, и для обмена ключами. Недостатки: плохая изученность сложности задачи короткого вектора решетки для эффективных схемах
Примеры: Frodo, New Hope, Crystals-Kyber, NTRU (для шифрования), Crypstals-Dilithium, Falcon (для цифровой подписи)
II. Сложные задачи из теории кодирования

Задача декодирования спрашивает, по данной матрице вектору и весовому значению найти вектор e, т.ч. He = s и
Плюсы задач теории кодирования: простота понимания, реализации; несколько десятилетий криптоанализа Недостатки: большие размеры ключа и, следовательно, более медленные операции. Отсутствие алгоритма подписи
Примеры: McEliece
III. Сложные задачи на многомерных полиномах

Найти решение (как правило, разряженное) системы уравнений от многих переменных над
Рисунок взят из презентации Albrecht Petzoldt, PQCrypto 2018
Плюсы: малый размер подписи Недостатки: сравнительно большой ключ, отсутствие алгоритма шифрования Примеры: MQDSS
IV. Задача вычисления изогении между абелевыми многообразиями

По двум (эллиптическим) кривым найти изогению определённой степени Рисунок сделан W.Castryk в этом посте
Плюсы: малые размеры ключей Недостатки: сравнительно мало изученная задача, длительные алгоритмы обмена ключами, подписи еще более неэффективные Примеры: SIKE, CSIDH
V. Задача нахождения коллизий хэш-функции

По сути, усложнение одноразовой подписи Лампорта
Рисунок взят из презентации Andreas Huelsing
Плюсы: небольшие ключи Недостатки: только подпись, сравнительно большой размер подписи
Примеры: SHINCS
Есть вопросы? Пишите в комментариях!







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        <div class="post-info__author">Елена</div>
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    <div class="post-info__time">20.05.19 в 20:22</div>
    
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    <h1 class="blog__h1">Пост-квантовая криптография</h1>


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            <a href="/nest/itsec/" class="post-info__blog" title="Информационная безопасность" >Информационная безопасность</a> → 
        
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            Теги: tls, ssh, криптографическая защита информации, rsa, пост-квантовая криптография, квантовый компьютер, агенство стандартизации nist, ipsec, signal, тотальный взлом, задачи на евклидовых решетках, задачи из теории кодирования, задачи на многомерных полиномах, задача вычисления изогении между абелевыми многообразиями, задача нахождения коллизий хэш-функции
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                    <p><img alt="Crypto_Deep_28.5_site-5020-34ee5f.png" src="https://cdn.otus.ru/media/public/34/ee/Crypto_Deep_28.5_site-5020-34ee5f.png"></p>
<p>Наверняка, многие, кто так или иначе связан с IT, слышали о том, что квантовый компьютер легко взламывает современные методы криптографии с открытым ключом. Существует множество разрозненных мнений о том, насколько скоро появится квантовый компьютер, способный «взломать» ключи той длины, которой мы пользуемся сегодня — 4096 бит RSA модуль или 256 бит подгруппа для Диффи-Хэллмана. <cut></cut></p>
<p>И всё же Агенство стандартизации <a href="https://en.wikipedia.org/wiki/National_Institute_of_Standards_and_Technology">NIST</a> решило готовить сани летом и в 2018 году запустило <a href="https://csrc.nist.gov/Projects/Post-Quantum-Cryptography/">конкурс на лучшие пост-квантовые примитивы</a>. С предложенными кандидатами на пост-квантовую эру мы и познакомимся.</p>
<h2>Предисловие</h2>
<p>Современная криптография с открытым ключом (TLS, SSH, IpSec, Signal) основана на сложности факторизации больших чисел (RSA) и/или сложности вычисления дискретного логарифма (Диффи-Хэллман). В 1994 году Шор предложил <a href="https://en.wikipedia.org/wiki/Shor%27s_algorithm">квантовый алгоритм</a>, решающий обе задачи за полиномиальное (от длины входных данных) время. </p>
<p>В терминологии криптоанализа такой алгоритм классифицируется как «тотальный взлом». <a href="https://quantumcomputing.stackexchange.com/questions/1428/is-googles-72-qubit-device-better-than-d-waves-machines-which-feature-more-th?noredirect=1&amp;lq=1">Современные квантовые компьютеры</a> не обладают мощностями, а именно количеством кубит, достаточными для решения этих задач в интересных для криптографии параметрах. </p>
<p>Сложно предсказать, когда мы получим квантовый компьютер, который сможет проводить вычисления с несколькими тысячами кубит. На всякий случай криптографы подготовили альтернативные криптографические примитивы, (предположительно) стойкие к атакам на квантовый компьютер.</p>
<h2>Пост-квантовые решения</h2>
<p>А именно, место теоретико-числовых задач (таких как факторизация, дискретный логарифм) могут занять:</p>
<h3>I.  Сложные задачи на евклидовых решетках</h3>
<p>А именно, задача нахождения короткого вектора: по данному базису <img alt="CodeCogsEqn-5020-75d183.png" src="https://cdn.otus.ru/media/public/75/d1/CodeCogsEqn-5020-75d183.png">найти кратчайший ненулевой элемент решетки, определенной как <img alt="CodeCogsEqn__1-5020-0baf43.png" src="https://otus.ru/media/0b/af/CodeCogsEqn__1-5020-0baf43.png"></p>
<p><img alt="PostQuantum_Lattice-36085-e32052.png" src="https://cdn.otus.ru/media/public/e3/20/PostQuantum_Lattice-36085-e32052.png"></p>
<p>Плюсы решеток: сравнительно небольшие размеры ключей, быстрые алгоритмы генерации ключей, шифрования/дешифрования, наличие алгоритмов и для цифровой подписи, и для обмена ключами.
Недостатки: плохая изученность сложности задачи короткого вектора решетки для эффективных схемах</p>
<p>Примеры: <a href="https://frodokem.org/">Frodo</a>, <a href="https://newhopecrypto.org/">New Hope</a>, <a href="https://pq-crystals.org/kyber/">Crystals-Kyber</a>, <a href="https://ntru-hrss.org/">NTRU</a> (для шифрования), <a href="https://pq-crystals.org/dilithium/">Crypstals-Dilithium</a>, <a href="https://falcon-sign.info/">Falcon</a> (для цифровой подписи)</p>
<h3>II. Сложные задачи из теории кодирования</h3>
<p>Задача декодирования спрашивает, по данной матрице <img alt="CodeCogsEqn__2-5020-d06f0a.png" src="https://cdn.otus.ru/media/public/d0/6f/CodeCogsEqn__2-5020-d06f0a.png">вектору <img alt="CodeCogsEqn__3-5020-9c1bc1.png" src="https://otus.ru/media/9c/1b/CodeCogsEqn__3-5020-9c1bc1.png">и весовому значению <img alt="CodeCogsEqn__4-5020-6df92c.png" src="https://otus.ru/media/6d/f9/CodeCogsEqn__4-5020-6df92c.png">найти вектор e, т.ч. He = s и <img alt="CodeCogsEqn__5-5020-ab4ab8.png" src="https://otus.ru/media/ab/4a/CodeCogsEqn__5-5020-ab4ab8.png"></p>
<p><img alt="PostQuantum_ISD-36085-833706.png" src="https://cdn.otus.ru/media/public/83/37/PostQuantum_ISD-36085-833706.png"></p>
<p>Плюсы задач теории кодирования: простота понимания, реализации; несколько десятилетий криптоанализа 
Недостатки: большие размеры ключа и, следовательно, более медленные операции. Отсутствие алгоритма подписи</p>
<p>Примеры: <a href="https://classic.mceliece.org/">McEliece</a></p>
<h3>III. Сложные задачи на многомерных полиномах</h3>
<p>Найти решение (как правило, разряженное) системы уравнений от многих переменных над <img alt="CodeCogsEqn__6-5020-edf27f.png" src="https://cdn.otus.ru/media/public/ed/f2/CodeCogsEqn__6-5020-edf27f.png"></p>
<p><img alt="PostQuantum_MVQ-36085-9152d4.png" src="https://cdn.otus.ru/media/public/91/52/PostQuantum_MVQ-36085-9152d4.png"><em>Рисунок взят из презентации Albrecht Petzoldt, PQCrypto 2018</em></p>
<p>Плюсы: малый размер подписи
Недостатки: сравнительно большой ключ, отсутствие алгоритма шифрования
Примеры: <a href="http://mqdss.org/">MQDSS</a></p>
<h3>IV. Задача вычисления изогении между абелевыми многообразиями</h3>
<p>По двум (эллиптическим) кривым найти изогению определённой степени
<img alt="PostQuantum_Isogenies-36085-99866f.png" src="https://cdn.otus.ru/media/public/99/86/PostQuantum_Isogenies-36085-99866f.png"> <em>Рисунок сделан W.Castryk в <a href="https://www.esat.kuleuven.be/cosic/csidh-post-quantum-key-exchange-using-isogeny-based-group-actions/">этом</a> посте</em></p>
<p>Плюсы: малые размеры ключей
Недостатки: сравнительно мало изученная задача, длительные алгоритмы обмена ключами, подписи еще более неэффективные
Примеры: <a href="https://en.wikipedia.org/wiki/Supersingular_isogeny_key_exchange">SIKE</a>, <a href="https://csidh.isogeny.org/">CSIDH</a></p>
<h3>V. Задача нахождения коллизий хэш-функции</h3>
<p>По сути, усложнение одноразовой подписи <a href="https://en.wikipedia.org/wiki/Lamport_signature">Лампорта</a></p>
<p><img alt="PostQuantum_HashBased-36085-0709f5.png" src="https://cdn.otus.ru/media/public/07/09/PostQuantum_HashBased-36085-0709f5.png"> </p>
<p><em>Рисунок взят из <a href="https://www.maths.ox.ac.uk/system/files/attachments/%20Simplify%20security%20arguments%20for%20hash-based%20signatures.pdf">презентации</a> Andreas Huelsing</em></p>
<p>Плюсы: небольшие ключи
Недостатки: только подпись, сравнительно большой размер подписи</p>
<p>Примеры: <a href="https://sphincs.cr.yp.to/">SHINCS</a></p>
<p><em>Есть вопросы? Пишите в комментариях!</em></p>
                
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                        Введите электронную почту для восстановления пароля
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<div class="new-input-line new-input-line_slim new-input-line_relative">
    <input type="email"
           class="new-input  new-input_full js-placeholder  js-input
           
            
           
            js-required
           
           "
           maxlength=""
           name="email"
           autocomplete="off"
           
           required
           placeholder="Электронная почта"
           
           
           
    />
    
    
    <div class="new-input-error new-input-error_bottom js-validation-error hide "></div>
    <div class="new-input-error new-input-error_info new-input-error_bottom hide"></div>
    
</div>

                    <div class="new-input-line js-error hide">
                        <span class="new-input-line__error new-log-reg__popup-error">
                            Пользователь с таким email не найден
                        </span>
                    </div>

                    <div class="new-input-line">
                        <button class="new-button new-button_md new-button_full new-button_blue"
                                type="submit">Восстановить
                        </button>
                    </div>
                </form>
            </div>
        </div>
    </div>
</div>




<div class="modal-container hide" data-modal-id="phone_duplicate">
    <div class="modal-wrapper modal-wrapper_dark js-modal-wrapper" data-no-wrapper-close="true">
        <div class="modal new-log-reg__popup new-log-reg__popup-body">
            <button class="new-log-reg__popup-close new-ic-close-inverse js-close-modal js-stats"
                 data-event="Register;double_tel_bad"
                 style=""></button>
            <form>
                <p class="new-log-reg__popup-title">
                    Ваш телефон уже привязан к<br/>другой учетной записи
                </p>
                <p class="new-log-reg__popup-text">
                    Ваш телефон <b><nobr class="js-phone-duplicate-phone"></nobr></b> уже
                    привязан к учетной записи <b><nobr class="js-phone-duplicate-acc"></nobr></b>.
                    Выберите учетную запись, с которой желаете продолжить работу.
                    Мы привяжем к ней телефон.
                </p>
                <input class="js-dod-phone-dup-modal-phone" type="hidden" value="" name="phone">
                <div class="dod-phone-dup-modal__loader-container">
                    <div class="js-loader-content">
                        <div class="new-input-line">
                            <button
                                class="new-button new-button_md new-button_full new-button_one-line
                                        new-button_blue-inverse js-stats js-dod-phone-dup-modal-submit"
                                type="submit"
                                data-value="1"
                                data-event="Register;double_tel_ok"
                            >
                                Текущий аккаунт <nobr class="js-phone-duplicate-self-acc"></nobr>
                            </button>
                        </div>
                        <div class="new-input-line">
                            <button
                                class="new-button new-button_md new-button_full new-button_one-line
                                        new-button_blue js-stats js-dod-phone-dup-modal-submit"
                                type="submit"
                                data-value="0"
                                data-event="Register;double_tel_ok"
                            >
                                Войти в аккаунт <nobr class="js-phone-duplicate-acc"></nobr>
                            </button>
                        </div>
                        <div class="new-input-line js-error hide">
                            <span class="new-input-line__error new-log-reg__popup-error js-error-text"></span>
                        </div>
                    </div>
                    <div
                        class="js-loader loader loader_absolute-center loader_md ic ic-loader"
                        style="display: none;"
                    ></div>
                </div>
            </form>
        </div>
    </div>
</div>




    <div class="modal-container hide" data-modal-id="teacher-enrollment">
    <div class="modal-wrapper modal-wrapper_dark js-modal-wrapper" data-no-wrapper-close="true">
        <div class="modal new-log-reg__popup">
            <form class="new-log-reg__popup-body js-email-terms-update js-form-in-modal"
                  action="/teacher/request/"
                  data-modal="teacher-enrollment">
                <div class="modal__close new-ic new-ic-close-inverse new-log-reg__popup-close js-close-modal"></div>

                <div class="new-log-reg__popup-title">
                    Заполните номер телефона
                </div>

                <div class="new-log-reg__popup-text new-log-reg__popup-text_slim">
                    Для отправки заявки в преподаватели заполните номер телефона
                </div>

                

<div class="new-input-line new-input-line_slim new-input-line_relative">
    <input type="text"
           class="new-input  new-input_full js-placeholder  js-input
           
            
           
            js-required
           
           "
           maxlength="255"
           name="phone"
           autocomplete="off"
           data-js-mask="phone"
           required
           placeholder="Телефон"
           
           
           
    />
    
    
    <div class="new-input-error new-input-error_bottom js-validation-error hide "></div>
    <div class="new-input-error new-input-error_info new-input-error_bottom hide"></div>
    
</div>


                <div class="new-input-line js-error hide">
                    <span class="new-input-line__error new-log-reg__popup-error js-text"></span>
                </div>
                <div class="new-input-line">
                    <button class="new-button new-button_md new-button_full new-button_blue"
                            type="submit">Отправить
                    </button>
                </div>
            </form>
        </div>
    </div>
</div>

            
            
        

        
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