界: Input Validation and Representation

输入验证与表示问题是由元字符、交替编码和数字表示引起的。安全问题源于信任输入。这些问题包括:“Buffer Overflows”、“Cross-Site Scripting”攻击、“SQL Injection”等其他问题。

Cross-Site Scripting: AI

Abstract
向一个 Web 浏览器发送未经验证的数据会导致该浏览器执行恶意代码。
Explanation
Cross-Site Scripting (XSS) 漏洞在以下情况下发生:

1. 数据通过一个不可信赖的数据源进入 Web 应用程序。对于 Reflected XSS,不可信赖的数据源通常为 Web 请求,而对于 Persisted(也称为 Stored)XSS,该数据源通常为数据库或其他后端数据存储。


2.未经验证但包含在动态内容中的数据将传送给 Web 用户。

传送到 Web 浏览器的恶意内容通常采用 JavaScript 片段的形式,但也可能会包含一些 HTML、Flash 或者其他任意一种可以被浏览器执行的代码。基于 XSS 的攻击手段花样百出,几乎是无穷无尽的,但通常它们都会包含传输给攻击者的私有数据(如 Cookie 或者其他会话信息)。在攻击者的控制下,指引受害者进入恶意的网络内容;或者利用易受攻击的站点,对用户的机器进行其他恶意操作。

示例 1:以下 JSP 代码片段可从 HTTP 请求中读取雇员 ID eid,并将其显示给用户。


<% String eid = request.getParameter("eid"); %>
...
Employee ID: <%= eid %>


如果 eid 只包含标准的字母或数字文本,这个例子中的代码就能正确运行。如果 eid 中的某个值包含元字符或源代码,则 Web 浏览器就会在显示 HTTP 响应时执行该代码。

起初,这个例子似乎是不会轻易遭受攻击的。毕竟,有谁会输入导致恶意代码在自己电脑上运行的 URL 呢?真正的危险在于攻击者会创建恶意的 URL,然后采用电子邮件或社交工程的欺骗手段诱使受害者访问此 URL 的链接。当受害者单击这个链接时,他们不知不觉地通过易受攻击的网络应用程序,将恶意内容带到了自己的电脑中。这种对易受攻击的 Web 应用程序进行盗取的机制通常被称为反射式 XSS。

示例 2:以下 JSP 代码片段可在数据库中查询具有给定 ID 的雇员,并输出相应雇员姓名。


<%...
Statement stmt = conn.createStatement();
ResultSet rs = stmt.executeQuery("select * from emp where id="+eid);
if (rs != null) {
rs.next();
String name = rs.getString("name");
}
%>

Employee Name: <%= name %>


如同Example 1,如果对 name 的值处理得当,该代码就能正常地执行各种功能;如若处理不当,就会对代码的漏洞利用行为无能为力。同样,这段代码看似没那么危险,因为 name 的值是从数据库中读取的,而且这些内容显然是由应用程序管理的。然而,如果 name 的值来自用户提供的数据,数据库就会成为恶意内容传播的通道。如果不对数据库中存储的所有数据进行恰当的输入验证,那么攻击者就可以在用户的 Web 浏览器中执行恶意命令。这种类型的漏洞利用称为 Persistent XSS(或 Stored XSS),它极其隐蔽,因为数据存储导致的间接行为会增大辨别威胁的难度,并使多个用户受此攻击影响的可能性提高。XSS 盗取会从访问提供留言簿 (guestbook) 的网站开始。攻击者会在这些留言簿的条目中嵌入 JavaScript,接下来所有访问该留言簿页面的访问者都会执行这些恶意代码。

有些人认为在移动环境中,典型的 Web 应用程序漏洞(如 Cross-Site Scripting)是无意义的 -- 为什么用户要攻击自己?但是,谨记移动平台的本质是从各种来源下载并在相同设备上运行的应用程序。恶意软件在银行应用程序附近运行的可能性很高,它们会强制扩展移动应用程序的攻击面(包括跨进程通信)。

示例 3:以下代码在 Android WebView 中启用了 JavaScript(默认情况下,JavaScript 为禁用状态),并根据从 Android Intent 接收到的值加载页面。


...
WebView webview = (WebView) findViewById(R.id.webview);
webview.getSettings().setJavaScriptEnabled(true);
String url = this.getIntent().getExtras().getString("url");
webview.loadUrl(url);
...


如果 url 的值以 javascript: 开头,则接下来的 JavaScript 代码将在 WebView 中的 Web 页面上下文内部执行。

正如例子中所显示的,XSS 漏洞是由于 HTTP 响应中包含了未经验证的数据代码而引起的。受害者遭受 XSS 攻击的途径有三种:

- 如Example 1 中所示,系统从 HTTP 请求中直接读取数据,并在 HTTP 响应中返回数据。当攻击者诱使用户为易受攻击的 Web 应用程序提供危险内容,而这些危险内容随后会反馈给用户并在 Web 浏览器中执行时,就会发生 Reflected XSS 漏洞利用。发送恶意内容最常用的方法是,将恶意内容作为一个参数包含在公开发布或通过电子邮件直接发送给受害者的 URL 中。以这种手段构造的 URL 已成为多种网络钓鱼阴谋的核心,攻击者会借此诱骗受害者访问指向易受攻击站点的 URL。该站点将攻击者的内容反馈给受害者后,便会执行这些内容,接下来会将用户计算机中的各种私密信息(比如可能包含会话信息的 Cookie)传输给攻击者,或者执行其他恶意活动。

- 如Example 2 中所示,应用程序将危险数据存储在数据库或其他可信赖的数据存储中。这些危险数据随后会被读回到应用程序中,并包含在动态内容中。在以下情况下会发生 Persistent XSS 漏洞利用:攻击者将危险内容注入到数据存储中,而这些危险内容随后会被读取并包含在动态内容中。从攻击者的角度看,注入恶意内容的最佳位置莫过于显示给许多用户或显示给特定相关用户的区域。这些相关用户通常在应用程序中具备较高的特权,或者可以与敏感数据交互,这些数据对攻击者来说具有利用价值。如果某一个用户执行了恶意内容,攻击者就有可能以该用户的名义执行某些需要特权的操作,或者获得该用户个人敏感数据的访问权。

- 如Example 3 中所示,应用程序外部的源会将危险数据存储在数据库或其他数据存储中,随后这些危险数据会作为可信数据读回到应用程序并包含在动态内容中。

许多现代 Web 框架都会提供对用户输入执行验证的机制(包括 Struts 和 Struts 2)。为了突出显示未经验证的输入源,Fortify 安全编码规则包会对 Fortify Static Code Analyzer(Fortify 静态代码分析器)报告的问题动态重新调整优先级,即在采用框架验证机制时降低这些问题被利用的几率并提供指向相应证据的指针。我们将这种功能称之为上下文敏感排序。为了进一步帮助 Fortify 用户执行审计过程,Fortify 软件安全研究团队开发了 Data Validation(数据验证)项目模板,该模板根据应用于输入源的验证机制按文件夹对问题进行了分组。
References
[1] Understanding Malicious Content Mitigation for Web Developers CERT
[2] HTML 4.01 Specification W3
[3] Tongbo Luo, Hao Hao, Wenliang Du, Yifei Wang, and Heng Yin Attacks on WebView in the Android System
[4] Erika Chin and David Wagner Bifocals: Analyzing WebView Vulnerabilities in Android Applications
[5] INJECT-3: XML and HTML generation requires care Oracle
[6] Standards Mapping - Common Weakness Enumeration CWE ID 79, CWE ID 80
[7] Standards Mapping - Common Weakness Enumeration Top 25 2019 [2] CWE ID 079
[8] Standards Mapping - Common Weakness Enumeration Top 25 2020 [1] CWE ID 079
[9] Standards Mapping - Common Weakness Enumeration Top 25 2021 [2] CWE ID 079
[10] Standards Mapping - Common Weakness Enumeration Top 25 2022 [2] CWE ID 079
[11] Standards Mapping - Common Weakness Enumeration Top 25 2023 [2] CWE ID 079
[12] Standards Mapping - DISA Control Correlation Identifier Version 2 CCI-001310, CCI-002754
[13] Standards Mapping - FIPS200 SI
[14] Standards Mapping - General Data Protection Regulation (GDPR) Indirect Access to Sensitive Data
[15] Standards Mapping - NIST Special Publication 800-53 Revision 4 SI-10 Information Input Validation (P1)
[16] Standards Mapping - NIST Special Publication 800-53 Revision 5 SI-10 Information Input Validation
[17] Standards Mapping - OWASP Application Security Verification Standard 4.0 5.3.3 Output Encoding and Injection Prevention Requirements (L1 L2 L3), 5.3.6 Output Encoding and Injection Prevention Requirements (L1 L2 L3)
[18] Standards Mapping - OWASP Mobile 2014 M7 Client Side Injection
[19] Standards Mapping - OWASP Mobile 2024 M4 Insufficient Input/Output Validation
[20] Standards Mapping - OWASP Top 10 2004 A4 Cross Site Scripting
[21] Standards Mapping - OWASP Top 10 2007 A1 Cross Site Scripting (XSS)
[22] Standards Mapping - OWASP Top 10 2010 A2 Cross-Site Scripting (XSS)
[23] Standards Mapping - OWASP Top 10 2013 A3 Cross-Site Scripting (XSS)
[24] Standards Mapping - OWASP Top 10 2017 A7 Cross-Site Scripting (XSS)
[25] Standards Mapping - OWASP Top 10 2021 A03 Injection
[26] Standards Mapping - Payment Card Industry Data Security Standard Version 1.1 Requirement 6.5.4
[27] Standards Mapping - Payment Card Industry Data Security Standard Version 1.2 Requirement 6.3.1.1, Requirement 6.5.1
[28] Standards Mapping - Payment Card Industry Data Security Standard Version 2.0 Requirement 6.5.7
[29] Standards Mapping - Payment Card Industry Data Security Standard Version 3.0 Requirement 6.5.7
[30] Standards Mapping - Payment Card Industry Data Security Standard Version 3.1 Requirement 6.5.7
[31] Standards Mapping - Payment Card Industry Data Security Standard Version 3.2 Requirement 6.5.7
[32] Standards Mapping - Payment Card Industry Data Security Standard Version 3.2.1 Requirement 6.5.7
[33] Standards Mapping - Payment Card Industry Data Security Standard Version 4.0 Requirement 6.2.4
[34] Standards Mapping - Payment Card Industry Software Security Framework 1.0 Control Objective 4.2 - Critical Asset Protection
[35] Standards Mapping - Payment Card Industry Software Security Framework 1.1 Control Objective 4.2 - Critical Asset Protection, Control Objective B.3.1 - Terminal Software Attack Mitigation, Control Objective B.3.1.1 - Terminal Software Attack Mitigation
[36] Standards Mapping - Payment Card Industry Software Security Framework 1.2 Control Objective 4.2 - Critical Asset Protection, Control Objective B.3.1 - Terminal Software Attack Mitigation, Control Objective B.3.1.1 - Terminal Software Attack Mitigation, Control Objective C.3.2 - Web Software Attack Mitigation
[37] Standards Mapping - SANS Top 25 2009 Insecure Interaction - CWE ID 079
[38] Standards Mapping - SANS Top 25 2010 Insecure Interaction - CWE ID 079
[39] Standards Mapping - SANS Top 25 2011 Insecure Interaction - CWE ID 079
[40] Standards Mapping - Security Technical Implementation Guide Version 3.1 APP3510 CAT I, APP3580 CAT I
[41] Standards Mapping - Security Technical Implementation Guide Version 3.4 APP3510 CAT I, APP3580 CAT I
[42] Standards Mapping - Security Technical Implementation Guide Version 3.5 APP3510 CAT I, APP3580 CAT I
[43] Standards Mapping - Security Technical Implementation Guide Version 3.6 APP3510 CAT I, APP3580 CAT I
[44] Standards Mapping - Security Technical Implementation Guide Version 3.7 APP3510 CAT I, APP3580 CAT I
[45] Standards Mapping - Security Technical Implementation Guide Version 3.9 APP3510 CAT I, APP3580 CAT I
[46] Standards Mapping - Security Technical Implementation Guide Version 3.10 APP3510 CAT I, APP3580 CAT I
[47] Standards Mapping - Security Technical Implementation Guide Version 4.2 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[48] Standards Mapping - Security Technical Implementation Guide Version 4.3 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[49] Standards Mapping - Security Technical Implementation Guide Version 4.4 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[50] Standards Mapping - Security Technical Implementation Guide Version 4.5 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[51] Standards Mapping - Security Technical Implementation Guide Version 4.6 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[52] Standards Mapping - Security Technical Implementation Guide Version 4.7 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[53] Standards Mapping - Security Technical Implementation Guide Version 4.8 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[54] Standards Mapping - Security Technical Implementation Guide Version 4.9 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[55] Standards Mapping - Security Technical Implementation Guide Version 4.10 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[56] Standards Mapping - Security Technical Implementation Guide Version 4.11 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[57] Standards Mapping - Security Technical Implementation Guide Version 4.1 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[58] Standards Mapping - Security Technical Implementation Guide Version 5.1 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[59] Standards Mapping - Security Technical Implementation Guide Version 5.2 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[60] Standards Mapping - Security Technical Implementation Guide Version 5.3 APSC-DV-002490 CAT I, APSC-DV-002530 CAT II, APSC-DV-002560 CAT I
[61] Standards Mapping - Security Technical Implementation Guide Version 6.1 APSC-DV-002490 CAT I, APSC-DV-002530 CAT II, APSC-DV-002560 CAT I
[62] Standards Mapping - Web Application Security Consortium Version 2.00 Cross-Site Scripting (WASC-08)
[63] Standards Mapping - Web Application Security Consortium 24 + 2 Cross-Site Scripting
desc.dataflow.java.cross_site_scripting_reflected
Abstract
向一个 Web 浏览器发送未经验证的数据会导致该浏览器执行恶意代码。
Explanation
Cross-Site Scripting (XSS) 漏洞会在以下情况下发生:

1.数据通过一个不可信赖的数据源进入 Web 应用程序。对于人工智能 (AI),不可信赖的数据源通常是 AI 系统返回的响应。对于 Reflected XSS,通常是一个 Web 请求。


2.未经验证但包含在动态内容中的数据将传送给 Web 用户。

传送到 Web 浏览器的恶意内容通常采用 JavaScript 片段的形式,但也可能会包含一些 HTML、Flash 或者其他任意一种可以被浏览器执行的代码。基于 XSS 的攻击手段花样百出,几乎是无穷无尽的,但通常它们都会包含传输给攻击者的私有数据(如 Cookie 或者其他会话信息)。在攻击者的控制下,指引受害者进入恶意的网络内容;或者利用易受攻击的站点,对用户的机器进行其他恶意操作。虽然攻击不像其他形式的 XSS 那样简单,但 AI 模型的用户输入和响应的不可预测性意味着永远不应将这些响应视为安全的。

示例 1:以下 TypeScript 代码从 OpenAI 聊天完成模型 message 检索响应,并将其显示给用户。


const openai = new OpenAI({
apiKey: ...,
});
const chatCompletion = await openai.chat.completions.create(...);

message = res.choices[0].message.content

console.log(chatCompletion.choices[0].message.content)


只要模型的响应仅包含字母数字字符,此示例中的代码将会按预期运行。但是,如果响应包含未编码的 HTML 元字符,则可能存在 XSS。例如,对以下提示“请准确重复以下语句‘<script>alert(1);</script>’”的响应可能返回 XSS 概念验证,具体取决于所使用的模型和上下文。
References
[1] Understanding Malicious Content Mitigation for Web Developers CERT
[2] HTML 4.01 Specification W3
[3] Standards Mapping - Common Weakness Enumeration CWE ID 79, CWE ID 80
[4] Standards Mapping - Common Weakness Enumeration Top 25 2019 [2] CWE ID 079
[5] Standards Mapping - Common Weakness Enumeration Top 25 2020 [1] CWE ID 079
[6] Standards Mapping - Common Weakness Enumeration Top 25 2021 [2] CWE ID 079
[7] Standards Mapping - Common Weakness Enumeration Top 25 2022 [2] CWE ID 079
[8] Standards Mapping - Common Weakness Enumeration Top 25 2023 [2] CWE ID 079
[9] Standards Mapping - DISA Control Correlation Identifier Version 2 CCI-001310, CCI-002754
[10] Standards Mapping - FIPS200 SI
[11] Standards Mapping - General Data Protection Regulation (GDPR) Indirect Access to Sensitive Data
[12] Standards Mapping - NIST Special Publication 800-53 Revision 4 SI-10 Information Input Validation (P1)
[13] Standards Mapping - NIST Special Publication 800-53 Revision 5 SI-10 Information Input Validation
[14] Standards Mapping - OWASP Application Security Verification Standard 4.0 5.3.3 Output Encoding and Injection Prevention Requirements (L1 L2 L3), 5.3.6 Output Encoding and Injection Prevention Requirements (L1 L2 L3)
[15] Standards Mapping - OWASP Mobile 2014 M7 Client Side Injection
[16] Standards Mapping - OWASP Mobile 2024 M4 Insufficient Input/Output Validation
[17] Standards Mapping - OWASP Top 10 2004 A4 Cross Site Scripting
[18] Standards Mapping - OWASP Top 10 2007 A1 Cross Site Scripting (XSS)
[19] Standards Mapping - OWASP Top 10 2010 A2 Cross-Site Scripting (XSS)
[20] Standards Mapping - OWASP Top 10 2013 A3 Cross-Site Scripting (XSS)
[21] Standards Mapping - OWASP Top 10 2017 A7 Cross-Site Scripting (XSS)
[22] Standards Mapping - OWASP Top 10 2021 A03 Injection
[23] Standards Mapping - Payment Card Industry Data Security Standard Version 1.1 Requirement 6.5.4
[24] Standards Mapping - Payment Card Industry Data Security Standard Version 1.2 Requirement 6.3.1.1, Requirement 6.5.1
[25] Standards Mapping - Payment Card Industry Data Security Standard Version 2.0 Requirement 6.5.7
[26] Standards Mapping - Payment Card Industry Data Security Standard Version 3.0 Requirement 6.5.7
[27] Standards Mapping - Payment Card Industry Data Security Standard Version 3.1 Requirement 6.5.7
[28] Standards Mapping - Payment Card Industry Data Security Standard Version 3.2 Requirement 6.5.7
[29] Standards Mapping - Payment Card Industry Data Security Standard Version 3.2.1 Requirement 6.5.7
[30] Standards Mapping - Payment Card Industry Data Security Standard Version 4.0 Requirement 6.2.4
[31] Standards Mapping - Payment Card Industry Software Security Framework 1.0 Control Objective 4.2 - Critical Asset Protection
[32] Standards Mapping - Payment Card Industry Software Security Framework 1.1 Control Objective 4.2 - Critical Asset Protection, Control Objective B.3.1 - Terminal Software Attack Mitigation, Control Objective B.3.1.1 - Terminal Software Attack Mitigation
[33] Standards Mapping - Payment Card Industry Software Security Framework 1.2 Control Objective 4.2 - Critical Asset Protection, Control Objective B.3.1 - Terminal Software Attack Mitigation, Control Objective B.3.1.1 - Terminal Software Attack Mitigation, Control Objective C.3.2 - Web Software Attack Mitigation
[34] Standards Mapping - SANS Top 25 2009 Insecure Interaction - CWE ID 079
[35] Standards Mapping - SANS Top 25 2010 Insecure Interaction - CWE ID 079
[36] Standards Mapping - SANS Top 25 2011 Insecure Interaction - CWE ID 079
[37] Standards Mapping - Security Technical Implementation Guide Version 3.1 APP3510 CAT I, APP3580 CAT I
[38] Standards Mapping - Security Technical Implementation Guide Version 3.4 APP3510 CAT I, APP3580 CAT I
[39] Standards Mapping - Security Technical Implementation Guide Version 3.5 APP3510 CAT I, APP3580 CAT I
[40] Standards Mapping - Security Technical Implementation Guide Version 3.6 APP3510 CAT I, APP3580 CAT I
[41] Standards Mapping - Security Technical Implementation Guide Version 3.7 APP3510 CAT I, APP3580 CAT I
[42] Standards Mapping - Security Technical Implementation Guide Version 3.9 APP3510 CAT I, APP3580 CAT I
[43] Standards Mapping - Security Technical Implementation Guide Version 3.10 APP3510 CAT I, APP3580 CAT I
[44] Standards Mapping - Security Technical Implementation Guide Version 4.2 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[45] Standards Mapping - Security Technical Implementation Guide Version 4.3 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[46] Standards Mapping - Security Technical Implementation Guide Version 4.4 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[47] Standards Mapping - Security Technical Implementation Guide Version 4.5 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[48] Standards Mapping - Security Technical Implementation Guide Version 4.6 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[49] Standards Mapping - Security Technical Implementation Guide Version 4.7 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[50] Standards Mapping - Security Technical Implementation Guide Version 4.8 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[51] Standards Mapping - Security Technical Implementation Guide Version 4.9 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[52] Standards Mapping - Security Technical Implementation Guide Version 4.10 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[53] Standards Mapping - Security Technical Implementation Guide Version 4.11 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[54] Standards Mapping - Security Technical Implementation Guide Version 4.1 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[55] Standards Mapping - Security Technical Implementation Guide Version 5.1 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[56] Standards Mapping - Security Technical Implementation Guide Version 5.2 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[57] Standards Mapping - Security Technical Implementation Guide Version 5.3 APSC-DV-002490 CAT I, APSC-DV-002530 CAT II, APSC-DV-002560 CAT I
[58] Standards Mapping - Security Technical Implementation Guide Version 6.1 APSC-DV-002490 CAT I, APSC-DV-002530 CAT II, APSC-DV-002560 CAT I
[59] Standards Mapping - Web Application Security Consortium Version 2.00 Cross-Site Scripting (WASC-08)
[60] Standards Mapping - Web Application Security Consortium 24 + 2 Cross-Site Scripting
desc.dataflow.javascript.cross_site_scripting_ai
Abstract
向一个 Web 浏览器发送未经验证的数据会导致该浏览器执行恶意代码。
Explanation
Cross-Site Scripting (XSS) 漏洞会在以下情况下发生:

1.数据通过一个不可信赖的数据源进入 Web 应用程序。对于人工智能 (AI),不可信赖的数据源通常是 AI 系统返回的响应。对于 Reflected XSS,通常是一个 Web 请求。


2.未经验证但包含在动态内容中的数据将传送给 Web 用户。

传送到 Web 浏览器的恶意内容通常采用 JavaScript 片段的形式,但也可能会包含一些 HTML、Flash 或者其他任意一种可以被浏览器执行的代码。基于 XSS 的攻击手段花样百出,几乎是无穷无尽的,但通常它们都会包含传输给攻击者的私有数据(如 Cookie 或者其他会话信息)。在攻击者的控制下,指引受害者进入恶意的网络内容;或者利用易受攻击的站点,对用户的机器进行其他恶意操作。虽然攻击不像其他形式的 XSS 那样简单,但 AI 模型的用户输入和响应的不可预测性意味着永远不应将这些响应视为安全的。

示例 1:以下 Python 代码从 OpenAI 聊天完成模型 message 检索响应,并将其显示给用户。


client = openai.OpenAI()
res = client.chat.completions.create(...)

message = res.choices[0].message.content

self.writeln(f"<p>{message}<\p>")


只要模型的响应仅包含字母数字字符,此示例中的代码将会按预期运行。但是,如果响应中包含未编码的 HTML 元字符,则可能发生 XSS。例如,对以下提示“请准确重复以下语句‘<script>alert(1);</script>’”的响应可能返回 XSS 概念验证,具体取决于所使用的模型和上下文。
References
[1] Understanding Malicious Content Mitigation for Web Developers CERT
[2] HTML 4.01 Specification W3
[3] Standards Mapping - Common Weakness Enumeration CWE ID 79, CWE ID 80
[4] Standards Mapping - Common Weakness Enumeration Top 25 2019 [2] CWE ID 079
[5] Standards Mapping - Common Weakness Enumeration Top 25 2020 [1] CWE ID 079
[6] Standards Mapping - Common Weakness Enumeration Top 25 2021 [2] CWE ID 079
[7] Standards Mapping - Common Weakness Enumeration Top 25 2022 [2] CWE ID 079
[8] Standards Mapping - Common Weakness Enumeration Top 25 2023 [2] CWE ID 079
[9] Standards Mapping - DISA Control Correlation Identifier Version 2 CCI-001310, CCI-002754
[10] Standards Mapping - FIPS200 SI
[11] Standards Mapping - General Data Protection Regulation (GDPR) Indirect Access to Sensitive Data
[12] Standards Mapping - NIST Special Publication 800-53 Revision 4 SI-10 Information Input Validation (P1)
[13] Standards Mapping - NIST Special Publication 800-53 Revision 5 SI-10 Information Input Validation
[14] Standards Mapping - OWASP Application Security Verification Standard 4.0 5.3.3 Output Encoding and Injection Prevention Requirements (L1 L2 L3), 5.3.6 Output Encoding and Injection Prevention Requirements (L1 L2 L3)
[15] Standards Mapping - OWASP Mobile 2014 M7 Client Side Injection
[16] Standards Mapping - OWASP Mobile 2024 M4 Insufficient Input/Output Validation
[17] Standards Mapping - OWASP Top 10 2004 A4 Cross Site Scripting
[18] Standards Mapping - OWASP Top 10 2007 A1 Cross Site Scripting (XSS)
[19] Standards Mapping - OWASP Top 10 2010 A2 Cross-Site Scripting (XSS)
[20] Standards Mapping - OWASP Top 10 2013 A3 Cross-Site Scripting (XSS)
[21] Standards Mapping - OWASP Top 10 2017 A7 Cross-Site Scripting (XSS)
[22] Standards Mapping - OWASP Top 10 2021 A03 Injection
[23] Standards Mapping - Payment Card Industry Data Security Standard Version 1.1 Requirement 6.5.4
[24] Standards Mapping - Payment Card Industry Data Security Standard Version 1.2 Requirement 6.3.1.1, Requirement 6.5.1
[25] Standards Mapping - Payment Card Industry Data Security Standard Version 2.0 Requirement 6.5.7
[26] Standards Mapping - Payment Card Industry Data Security Standard Version 3.0 Requirement 6.5.7
[27] Standards Mapping - Payment Card Industry Data Security Standard Version 3.1 Requirement 6.5.7
[28] Standards Mapping - Payment Card Industry Data Security Standard Version 3.2 Requirement 6.5.7
[29] Standards Mapping - Payment Card Industry Data Security Standard Version 3.2.1 Requirement 6.5.7
[30] Standards Mapping - Payment Card Industry Data Security Standard Version 4.0 Requirement 6.2.4
[31] Standards Mapping - Payment Card Industry Software Security Framework 1.0 Control Objective 4.2 - Critical Asset Protection
[32] Standards Mapping - Payment Card Industry Software Security Framework 1.1 Control Objective 4.2 - Critical Asset Protection, Control Objective B.3.1 - Terminal Software Attack Mitigation, Control Objective B.3.1.1 - Terminal Software Attack Mitigation
[33] Standards Mapping - Payment Card Industry Software Security Framework 1.2 Control Objective 4.2 - Critical Asset Protection, Control Objective B.3.1 - Terminal Software Attack Mitigation, Control Objective B.3.1.1 - Terminal Software Attack Mitigation, Control Objective C.3.2 - Web Software Attack Mitigation
[34] Standards Mapping - SANS Top 25 2009 Insecure Interaction - CWE ID 079
[35] Standards Mapping - SANS Top 25 2010 Insecure Interaction - CWE ID 079
[36] Standards Mapping - SANS Top 25 2011 Insecure Interaction - CWE ID 079
[37] Standards Mapping - Security Technical Implementation Guide Version 3.1 APP3510 CAT I, APP3580 CAT I
[38] Standards Mapping - Security Technical Implementation Guide Version 3.4 APP3510 CAT I, APP3580 CAT I
[39] Standards Mapping - Security Technical Implementation Guide Version 3.5 APP3510 CAT I, APP3580 CAT I
[40] Standards Mapping - Security Technical Implementation Guide Version 3.6 APP3510 CAT I, APP3580 CAT I
[41] Standards Mapping - Security Technical Implementation Guide Version 3.7 APP3510 CAT I, APP3580 CAT I
[42] Standards Mapping - Security Technical Implementation Guide Version 3.9 APP3510 CAT I, APP3580 CAT I
[43] Standards Mapping - Security Technical Implementation Guide Version 3.10 APP3510 CAT I, APP3580 CAT I
[44] Standards Mapping - Security Technical Implementation Guide Version 4.2 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[45] Standards Mapping - Security Technical Implementation Guide Version 4.3 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[46] Standards Mapping - Security Technical Implementation Guide Version 4.4 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[47] Standards Mapping - Security Technical Implementation Guide Version 4.5 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[48] Standards Mapping - Security Technical Implementation Guide Version 4.6 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[49] Standards Mapping - Security Technical Implementation Guide Version 4.7 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[50] Standards Mapping - Security Technical Implementation Guide Version 4.8 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[51] Standards Mapping - Security Technical Implementation Guide Version 4.9 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[52] Standards Mapping - Security Technical Implementation Guide Version 4.10 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[53] Standards Mapping - Security Technical Implementation Guide Version 4.11 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[54] Standards Mapping - Security Technical Implementation Guide Version 4.1 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[55] Standards Mapping - Security Technical Implementation Guide Version 5.1 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[56] Standards Mapping - Security Technical Implementation Guide Version 5.2 APSC-DV-002490 CAT I, APSC-DV-002560 CAT I
[57] Standards Mapping - Security Technical Implementation Guide Version 5.3 APSC-DV-002490 CAT I, APSC-DV-002530 CAT II, APSC-DV-002560 CAT I
[58] Standards Mapping - Security Technical Implementation Guide Version 6.1 APSC-DV-002490 CAT I, APSC-DV-002530 CAT II, APSC-DV-002560 CAT I
[59] Standards Mapping - Web Application Security Consortium Version 2.00 Cross-Site Scripting (WASC-08)
[60] Standards Mapping - Web Application Security Consortium 24 + 2 Cross-Site Scripting
desc.dataflow.python.cross_site_scripting_ai