1. 程式人生 > >公鑰體系(PKI)等密碼學技術基礎

公鑰體系(PKI)等密碼學技術基礎

# 公鑰體系(PKI)等密碼學技術基礎 ### 公鑰體系(Public Key Infrastructure, PKI)的一些概念 #### 對稱密碼演算法, 典型演算法:DES, AES 1. 加解密方共用一個金鑰 2. 加/解密速度快,但金鑰在網路上分發比較困難,因為金鑰在分發過程中可能被別人獲取 #### 雜湊或雜湊函式(Hash), 典型演算法 SHA, MD5 1. 如果兩個雜湊值是不相同的,那麼這兩個雜湊值的原始輸入 也是不相同的 2. 用於資訊壓縮,並發現資訊是否發生變化 3. 計算速度快,特定演算法其結果長度統一 4. 目前至少使用SHA256 #### 非對稱密碼演算法(公鑰體系),典型演算法:RSA, ECC 1. 加解密時,通訊一方有一對金鑰(公鑰和私鑰) 2. 公鑰可以公開,分發給任何人 3. 私鑰不可以公開,嚴格持有 4. 公鑰加密,只能用私鑰解密,私鑰加密, 只能用公鑰解密 5. 加/解密速度較慢,但無金鑰分發問題 #### 公鑰體系與對稱金鑰相結合的加密方式 1. 公鑰體系通常運算效能低,做大量資料加解密力不從心 2. 通常利用公鑰體系實現對稱金鑰的安全交換 下面看一下利用公鑰體系實現對稱金鑰的安全交換,如下圖: ![通常利用公鑰體系實現對稱金鑰的安全交換 ][pkiexchangsecret] A 要把原文傳給 B 1. A 把原文用金鑰加密(對稱加密) 2. A 用 B 的公鑰把金鑰加密。最後得到了密文(加密後的原文, 加密後的金鑰) 3. 密文傳到 B, B 用 B 的私鑰解密傳過來的加密金鑰,得到金鑰 4. B 用金鑰解密加密的原文,得到原文 通過利用公鑰體系實現對稱金鑰的安全交換,既避免了用非對稱加密原文的效能低下缺點,又避免了對稱加密不能在網路上安全分發的缺點,簡而言之,充分利用了對稱加密和非對稱加密的優點,避免了它們的缺點。 #### 基於公鑰體系的簽名和驗籤機制 數字簽名的目的:檢測資料未經授權的修改,簽名者的身份識別和抗抵賴。 我們通過下圖解釋這個過程: ![基於公鑰體系的簽名和驗籤機制][pkisign] 1. A 把原文用雜湊演算法進行 Hash 運算,得到的結果稱為摘要 2. A 用 A 的私鑰加密摘要資訊,得到的結果稱為數字簽名 3. A 把原文並附帶 A 的數字簽名一起傳送給 B 4. B 用 A 的公鑰對傳送過來的數字簽名解密得到原文摘要 5. B 對傳送過來的原文用同樣的雜湊演算法進行 Hash 運算,得到新摘要 6. B 比對原文摘要與這個新摘要 7. 如果相同則證明(1)原文沒有被篡改; (2)資訊是 A 傳送的 通過以上的步驟就完成了簽名與驗籤的過程。後面的數字證書體系也是以此為核心。 ##### 一些問題 1. 為什麼要用 Hash 對原文進行運算生成摘要呢? ``` 1. 縮小儲存或傳輸的資料量 2. 減輕公鑰體系加解密效能低下的問題 ``` 2. 第 7 步的解釋 ``` 1. 如果傳送的資訊沒有篡改,那麼 也只有使用A的公鑰才可以通過 相應的驗籤 2. 此驗簽過程,若通過,則表示資訊一定是“公鑰 A”的持有者製作 ``` #### 數字證書(Certificate) 和 CA(認證中心,數字證書發證系統) 前面我們瞭解了基於公鑰體系的簽名和驗籤機制,但還有一個問題,A 與 B 傳送資訊前是要把 A 的公鑰傳送給 B 的,想像一下,如果 A 與 B 的通訊過程中被攻擊者 C 截取了,然後 C 用自己的公鑰冒充 A 的公鑰傳送給 B。並且在後續通訊中 C 修改了原文,然後用自己的私鑰生成自己的簽名,冒充 A 的身份給 B 傳送資訊,而 A, B 對此全然不知,這是非常危險的。那麼如何解決這個問題呢?這就用到數字證書和 CA。什麼是數字證書與 CA ?想想現實世界中我們向別人證明自己的身份是用身份證,而這個身份證是政府機關頒發的,網路世界也類似,數字證書就相當於身份證,CA 相當於權威的政府機關。 數字證書(Digital Certificate),又叫“數字身份證”、“網路身份證”,是由認證中心發放並經認證中心數字簽名的,包含公開金鑰擁有者以及公開金鑰相關資訊的一種電子檔案,可以用來證明數字證書持有者的真實身份。 數字證書採用公鑰體制: * 數字證書是”公鑰+證書名稱資訊+簽發機構對證書的數字簽名”、匹配的私鑰 * 數字證書遵從X.509國際標準 如果“ A 有數字身份”,則: A 有自己的一對公鑰和私鑰; 數字身份的發證機關(CA),證明了這個公鑰對應的持有人是 A。 我們來看個例子: 假設伺服器 https://example.com 需要數字證書 1. 伺服器 example.com 將從 CA(例如 Digicert) 請求證書; 2. Digicert 將為 example.com 建立數字證書,數字證書將包含必要的資料,例如伺服器名稱,伺服器的公鑰等; 3. Digicert 將建立資料(數字證書)的雜湊值,並使用自己的私鑰對其進行加密(即生成了 Digicert(CA) 的數字簽名); 4. 瀏覽器和作業系統自帶 Digicert 等權威機構的公鑰; 5. 當瀏覽器收到數字簽名和數字證書時,它將使用公鑰從數字簽名解密生成雜湊值,它還將使用數字證書中指定的雜湊演算法生成資料(數字證書)的雜湊值,如果兩個雜湊值匹配,則簽名驗證成功並且證書是可信的。 參考連結: [http://www.ruanyifeng.com/blog/2011/08/what_is_a_digital_signature.html](http://www.ruanyifeng.com/blog/2011/08/what_is_a_digital_signature.html) [https://xz.aliyun.com/t/2530](https://xz.aliyun.com/t/2530) [pkisign]:data:image/png;base64,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