C# 关于爬取网站数据遇到csrf-token的分析与解决

需求

某航空公司物流单信息查询，是一个post请求。通过后台模拟POST HTTP请求发现无法获取页面数据，通过查看航空公司网站后，发现网站使用避免CSRF攻击机制，直接发挥40X错误。

关于CSRF

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网站HTTP请求分析

Headers

Form Data

在head里包含了cookie 与 x-csrf-token  formdata 里包含了_csrf （与head里的值是一样的）.

这里通过查看该网站的JS源代码发现_csrf 来自于网页的head标签里

猜测cookie与 x-csrf-token是有一定的有效期，并且他们共同作用来防御CSRF攻击。

解决方案

1，首先请求一下该航空公司的网站，获取cookie与_csrf

2，然后C# 模拟http分别在head和formdata里加入如上参数，发起请求

代码

 public class CSRFToken
    {
        string cookie;//用于请求的站点的cookie
        List<string> csrfs;//用于请求站点的token的key 以及 value

        public CSRFToken(string url)
        {
            //校验传输安全
            if (!string.IsNullOrWhiteSpace(url))
            {
                try
                {
                    //设置请求的头信息.获取url的host
                    var _http = new HttpHelper(url);
                    string cookie;
                    string html = _http.CreateGetHttpResponseForPC(out cookie);
                    this.cookie = cookie;

                    string headRegex = @"<meta name=""_csrf.*"" content="".*""/>";

                    MatchCollection matches = Regex.Matches(html, headRegex);
                    Regex re = new Regex("(?<=content=\").*?(?=\")", RegexOptions.None);
                    csrfs = new List<string>();
                    foreach (Match math in matches)
                    {

                        MatchCollection mc = re.Matches(math.Value);
                        foreach (Match ma in mc)
                        {
                            csrfs.Add(ma.Value);
                        }
                    }

                }
                catch (Exception e)
                {

                }
            }
        }

        public String getCookie()
        {
            return cookie;
        }
        public void setCookie(String cookie)
        {
            this.cookie = cookie;
        }
        public List<string> getCsrf_token()
        {
            return csrfs;
        }
    }

httpHelper

  public string CreatePostHttpResponse(IDictionary<string, string> headers, IDictionary<string, string> parameters)
        {
            HttpWebRequest request = null;
            //HTTPSQ请求
            UTF8Encoding encoding = new System.Text.UTF8Encoding();
            ServicePointManager.ServerCertificateValidationCallback = new RemoteCertificateValidationCallback(CheckValidationResult);
            request = WebRequest.Create(_baseIPAddress) as HttpWebRequest;
            request.ProtocolVersion = HttpVersion.Version10;
            ServicePointManager.SecurityProtocol = SecurityProtocolType.Tls12 | SecurityProtocolType.Tls11;
            request.Method = "POST";
            request.ContentType = "application/x-www-form-urlencoded";
            // request.ContentType = "application/json";
            request.UserAgent = DefaultUserAgent;
            //request.Headers.Add("X-CSRF-TOKEN", "bc0cc533-60cc-484a-952d-0b4c1a95672c");
            //request.Referer = "https://www.asianacargo.com/tracking/viewTraceAirWaybill.do";

            //request.Headers.Add("Origin", "https://www.asianacargo.com");
            //request.Headers.Add("Cookie", "JSESSIONID=HP21d2Dq5FoSlG4Fyw4slWwHb0-Sl1CG6jGtj7HE41e5f4aN_R1p!-435435446!117330181");
            //request.Host = "www.asianacargo.com";

            if (!(headers == null || headers.Count == ))
            {

                foreach (string key in headers.Keys)
                {
                    request.Headers.Add(key, headers[key]);
                }

            }

            //如果需要POST数据
            if (!(parameters == null || parameters.Count == ))
            {
                StringBuilder buffer = new StringBuilder();
                int i = ;
                foreach (string key in parameters.Keys)
                {
                    if (i > )
                    {
                        buffer.AppendFormat("&{0}={1}", key, parameters[key]);
                    }
                    else
                    {
                        buffer.AppendFormat("{0}={1}", key, parameters[key]);
                    }
                    i++;
                }
                byte[] data = encoding.GetBytes(buffer.ToString());
                using (Stream stream = request.GetRequestStream())
                {
                    stream.Write(data, , data.Length);
                }
            }

            HttpWebResponse response;

            try
            {
                //获得响应流
                response = (HttpWebResponse)request.GetResponse();
                Stream s = response.GetResponseStream();

                StreamReader readStream = new StreamReader(s, Encoding.UTF8);
                string SourceCode = readStream.ReadToEnd();
                response.Close();
                readStream.Close();
                return SourceCode;
            }
            catch (WebException ex)
            {
                response = ex.Response as HttpWebResponse; return null;
            }

        }

   public string CreateGetHttpResponse(out string cookie)
        {
            HttpWebRequest request = null;
            //HTTPSQ请求
            UTF8Encoding encoding = new System.Text.UTF8Encoding();
            ServicePointManager.ServerCertificateValidationCallback = new RemoteCertificateValidationCallback(CheckValidationResult);
            request = WebRequest.Create(_baseIPAddress) as HttpWebRequest;
            request.ProtocolVersion = HttpVersion.Version10;
            ServicePointManager.SecurityProtocol = SecurityProtocolType.Tls12 | SecurityProtocolType.Tls11;
            request.Method = "GET";
            request.ContentType = "application/x-www-form-urlencoded";
            request.UserAgent = DefaultUserAgent;

            HttpWebResponse response;

            try
            {
                //获得响应流
                response = (HttpWebResponse)request.GetResponse();

                cookie = response.Headers["Set-Cookie"];
                Stream s = response.GetResponseStream();

                StreamReader readStream = new StreamReader(s, Encoding.UTF8);
                string SourceCode = readStream.ReadToEnd();
                response.Close();
                readStream.Close();
                return SourceCode;
            }
            catch (WebException ex)
            {
                response = ex.Response as HttpWebResponse;
                cookie = "";
                return null;
            }

        }

爬取程序

爬取结果

浏览器结果

注意事项与结论

1，不同的网站，获取cstf的方式不一样，无论怎么做，只要信息传到前台我们都可以有相应的方法来获取。

2，请求时候的http验证可能不一样，测试的某航空公司物流信息的时候，http请求的安全协议是tis12。

ServicePointManager.SecurityProtocol = SecurityProtocolType.Tls12 | SecurityProtocolType.Tls11; 还有其他参数比如UserAgent后台可能也会验证

3,基于如上航空公司，发现它的cookie和cstf_token一定时间内不会改变，那么当实际爬取的时候可以考虑缓存cookie以及cstf_token,只有当请求失败的时候，才重新获取