diff --git a/.rubocop.yml b/.rubocop.yml
index c5b5d140..94ca05c8 100644
--- a/.rubocop.yml
+++ b/.rubocop.yml
@@ -38,7 +38,7 @@ Metrics/AbcSize:
   Max: 66
 
 Metrics/ClassLength:
-  Max: 258
+  Max: 300
   Exclude:
     - spec/**/*
 
diff --git a/lib/ferrum/page.rb b/lib/ferrum/page.rb
index ac2d9463..844021df 100644
--- a/lib/ferrum/page.rb
+++ b/lib/ferrum/page.rb
@@ -78,15 +78,13 @@ def initialize(target_id, browser, proxy: nil)
       @target_id = target_id
       @timeout = @browser.timeout
       @event = Event.new.tap(&:set)
+      self.proxy = proxy
 
       @client = Browser::Client.new(ws_url, self,
                                     logger: @browser.options.logger,
                                     ws_max_receive_size: @browser.options.ws_max_receive_size,
                                     id_starts_with: 1000)
 
-      @proxy_user = proxy&.[](:user) || @browser.options.proxy&.[](:user)
-      @proxy_password = proxy&.[](:password) || @browser.options.proxy&.[](:password)
-
       @mouse = Mouse.new(self)
       @keyboard = Keyboard.new(self)
       @headers = Headers.new(self)
@@ -319,6 +317,14 @@ def subscribed?(event)
       @client.subscribed?(event)
     end
 
+    def use_proxy?
+      @proxy_host && @proxy_port
+    end
+
+    def use_authorized_proxy?
+      use_proxy? && @proxy_user && @proxy_password
+    end
+
     private
 
     def subscribe
@@ -358,7 +364,7 @@ def prepare_page
       command("Log.enable")
       command("Network.enable")
 
-      if @proxy_user && @proxy_password
+      if use_authorized_proxy?
         network.authorize(user: @proxy_user,
                           password: @proxy_password,
                           type: :proxy) do |request, _index, _total|
@@ -442,5 +448,12 @@ def document_node_id
     def ws_url
       "ws://#{@browser.process.host}:#{@browser.process.port}/devtools/page/#{@target_id}"
     end
+
+    def proxy=(options)
+      @proxy_host = options&.[](:host) || @browser.options.proxy&.[](:host)
+      @proxy_port = options&.[](:port) || @browser.options.proxy&.[](:port)
+      @proxy_user = options&.[](:user) || @browser.options.proxy&.[](:user)
+      @proxy_password = options&.[](:password) || @browser.options.proxy&.[](:password)
+    end
   end
 end
diff --git a/lib/ferrum/proxy.rb b/lib/ferrum/proxy.rb
index af0a36c1..62974db3 100644
--- a/lib/ferrum/proxy.rb
+++ b/lib/ferrum/proxy.rb
@@ -18,7 +18,6 @@ def initialize(host: "127.0.0.1", port: 0, user: nil, password: nil)
       @port = port
       @user = user
       @password = password
-      at_exit { stop }
     end
 
     def start
@@ -39,8 +38,10 @@ def start
         options.merge!(ProxyAuthProc: authenticator.method(:authenticate).to_proc)
       end
 
-      @server = WEBrick::HTTPProxyServer.new(**options)
+      @server = HTTPProxyServer.new(**options)
       @server.start
+      at_exit { stop }
+
       @port = @server.config[:Port]
     end
 
@@ -54,5 +55,93 @@ def stop
       @file&.unlink
       @server.shutdown
     end
+
+    # Fix hanging proxy at exit
+    class HTTPProxyServer < WEBrick::HTTPProxyServer
+      # rubocop:disable all
+      def do_CONNECT(req, res)
+        # Proxy Authentication
+        proxy_auth(req, res)
+
+        ua = Thread.current[:WEBrickSocket]  # User-Agent
+        raise WEBrick::HTTPStatus::InternalServerError,
+              "[BUG] cannot get socket" unless ua
+
+        host, port = req.unparsed_uri.split(":", 2)
+        # Proxy authentication for upstream proxy server
+        if proxy = proxy_uri(req, res)
+          proxy_request_line = "CONNECT #{host}:#{port} HTTP/1.0"
+          if proxy.userinfo
+            credentials = "Basic " + [proxy.userinfo].pack("m0")
+          end
+          host, port = proxy.host, proxy.port
+        end
+
+        begin
+          @logger.debug("CONNECT: upstream proxy is `#{host}:#{port}'.")
+          os = TCPSocket.new(host, port)     # origin server
+
+          if proxy
+            @logger.debug("CONNECT: sending a Request-Line")
+            os << proxy_request_line << CRLF
+            @logger.debug("CONNECT: > #{proxy_request_line}")
+            if credentials
+              @logger.debug("CONNECT: sending credentials")
+              os << "Proxy-Authorization: " << credentials << CRLF
+            end
+            os << CRLF
+            proxy_status_line = os.gets(LF)
+            @logger.debug("CONNECT: read Status-Line from the upstream server")
+            @logger.debug("CONNECT: < #{proxy_status_line}")
+            if %r{^HTTP/\d+\.\d+\s+200\s*} =~ proxy_status_line
+              while line = os.gets(LF)
+                break if /\A(#{CRLF}|#{LF})\z/om =~ line
+              end
+            else
+              raise WEBrick::HTTPStatus::BadGateway
+            end
+          end
+          @logger.debug("CONNECT #{host}:#{port}: succeeded")
+          res.status = WEBrick::HTTPStatus::RC_OK
+        rescue => ex
+          @logger.debug("CONNECT #{host}:#{port}: failed `#{ex.message}'")
+          res.set_error(ex)
+          raise WEBrick::HTTPStatus::EOFError
+        ensure
+          # At exit os variable sometimes can be nil which results in hanging forever
+          raise WEBrick::HTTPStatus::EOFError unless os
+
+          if handler = @config[:ProxyContentHandler]
+            handler.call(req, res)
+          end
+          res.send_response(ua)
+          access_log(@config, req, res)
+
+          # Should clear request-line not to send the response twice.
+          # see: HTTPServer#run
+          req.parse(NullReader) rescue nil
+        end
+
+        begin
+          while fds = IO::select([ua, os])
+            if fds[0].member?(ua)
+              buf = ua.readpartial(1024);
+              @logger.debug("CONNECT: #{buf.bytesize} byte from User-Agent")
+              os.write(buf)
+            elsif fds[0].member?(os)
+              buf = os.readpartial(1024);
+              @logger.debug("CONNECT: #{buf.bytesize} byte from #{host}:#{port}")
+              ua.write(buf)
+            end
+          end
+        rescue
+          os.close
+          @logger.debug("CONNECT #{host}:#{port}: closed")
+        end
+
+        raise WEBrick::HTTPStatus::EOFError
+      end
+      # rubocop:enable all
+    end
   end
 end