diff --git a/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/RandomUtils.java b/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/RandomUtils.java
index a9017c0d1..80475c652 100644
--- a/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/RandomUtils.java
+++ b/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/RandomUtils.java
@@ -1,16 +1,18 @@
 package me.chanjar.weixin.common.util;
 
+import java.security.SecureRandom;
+
 public class RandomUtils {
 
   private static final String RANDOM_STR = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789";
 
-  private static volatile java.util.Random random;
+  private static volatile SecureRandom random;
 
-  private static java.util.Random getRandom() {
+  private static SecureRandom getRandom() {
     if (random == null) {
       synchronized (RandomUtils.class) {
         if (random == null) {
-          random = new java.util.Random();
+          random = new SecureRandom();
         }
       }
     }
@@ -19,7 +21,7 @@ public class RandomUtils {
 
   public static String getRandomStr() {
     StringBuilder sb = new StringBuilder();
-    java.util.Random r = getRandom();
+    SecureRandom r = getRandom();
     for (int i = 0; i < 16; i++) {
       sb.append(RANDOM_STR.charAt(r.nextInt(RANDOM_STR.length())));
     }
diff --git a/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/crypto/WxCryptUtil.java b/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/crypto/WxCryptUtil.java
index 50362636f..8bff9a2b8 100755
--- a/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/crypto/WxCryptUtil.java
+++ b/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/crypto/WxCryptUtil.java
@@ -18,8 +18,9 @@ import javax.xml.parsers.ParserConfigurationException;
 import java.io.StringReader;
 import java.nio.charset.Charset;
 import java.nio.charset.StandardCharsets;
+import java.security.MessageDigest;
+import java.security.SecureRandom;
 import java.util.Arrays;
-import java.util.Random;
 
 /**
  * <pre>
@@ -37,13 +38,13 @@ public class WxCryptUtil {
   private static final Base64 BASE64 = new Base64();
   private static final Charset CHARSET = StandardCharsets.UTF_8;
 
-  private static volatile Random random;
+  private static volatile SecureRandom random;
 
-  private static Random getRandom() {
+  private static SecureRandom getRandom() {
     if (random == null) {
       synchronized (WxCryptUtil.class) {
         if (random == null) {
-          random = new Random();
+          random = new SecureRandom();
         }
       }
     }
@@ -122,7 +123,7 @@ public class WxCryptUtil {
    */
   private static String genRandomStr() {
     String base = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789";
-    Random r = getRandom();
+    SecureRandom r = getRandom();
     StringBuilder sb = new StringBuilder();
     for (int i = 0; i < 16; i++) {
       int number = r.nextInt(base.length());
@@ -131,6 +132,20 @@ public class WxCryptUtil {
     return sb.toString();
   }
 
+  /**
+   * 以固定时间的方式比较两个签名，避免时序攻击.
+   *
+   * @param expected 本地计算出的签名
+   * @param actual   请求中携带的签名
+   * @return 两者是否一致
+   */
+  private static boolean isSignatureEqual(String expected, String actual) {
+    if (expected == null || actual == null) {
+      return false;
+    }
+    return MessageDigest.isEqual(expected.getBytes(CHARSET), actual.getBytes(CHARSET));
+  }
+
   /**
    * 生成xml消息.
    *
@@ -296,7 +311,7 @@ public class WxCryptUtil {
   public String decryptContent(String msgSignature, String timeStamp, String nonce, String encryptedContent) {
     // 验证安全签名
     String signature = SHA1.gen(this.token, timeStamp, nonce, encryptedContent);
-    if (!signature.equals(msgSignature)) {
+    if (!isSignatureEqual(signature, msgSignature)) {
       throw new WxRuntimeException("加密消息签名校验失败");
     }
     // 解密
diff --git a/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/http/apache/DefaultApacheHttpClientBuilder.java b/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/http/apache/DefaultApacheHttpClientBuilder.java
index ef7120b76..59176557d 100644
--- a/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/http/apache/DefaultApacheHttpClientBuilder.java
+++ b/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/http/apache/DefaultApacheHttpClientBuilder.java
@@ -99,6 +99,14 @@ public class DefaultApacheHttpClientBuilder implements ApacheHttpClientBuilder {
    */
   private String[] supportedProtocols = {"TLSv1.2", "TLSv1.3", "TLSv1.1", "TLSv1"};
 
+  /**
+   * 是否跳过服务器端证书校验，默认false，即校验证书。
+   * <p>
+   * 仅在自签名证书的抓包代理等特殊调试场景下才可以设置为true，生产环境开启会导致中间人攻击风险。
+   * </p>
+   */
+  private boolean skipServerCertificateVerification = false;
+
   /**
    * 自定义请求拦截器
    */
@@ -263,9 +271,13 @@ public class DefaultApacheHttpClientBuilder implements ApacheHttpClientBuilder {
 
   private SSLConnectionSocketFactory buildSSLConnectionSocketFactory() {
     try {
-      SSLContext sslcontext = SSLContexts.custom()
+      SSLContext sslcontext;
+      if (this.skipServerCertificateVerification) {
         //忽略掉对服务器端证书的校验
-        .loadTrustMaterial((TrustStrategy) (chain, authType) -> true).build();
+        sslcontext = SSLContexts.custom().loadTrustMaterial((TrustStrategy) (chain, authType) -> true).build();
+      } else {
+        sslcontext = SSLContexts.createSystemDefault();
+      }
 
       return new SSLConnectionSocketFactory(
         sslcontext,
diff --git a/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/http/hc/DefaultHttpComponentsClientBuilder.java b/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/http/hc/DefaultHttpComponentsClientBuilder.java
index 4915e31a1..2238ac7d1 100644
--- a/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/http/hc/DefaultHttpComponentsClientBuilder.java
+++ b/weixin-java-common/src/main/java/me/chanjar/weixin/common/util/http/hc/DefaultHttpComponentsClientBuilder.java
@@ -19,6 +19,7 @@ import org.apache.hc.client5.http.impl.classic.HttpClients;
 import org.apache.hc.client5.http.impl.io.PoolingHttpClientConnectionManager;
 import org.apache.hc.client5.http.impl.io.PoolingHttpClientConnectionManagerBuilder;
 import org.apache.hc.client5.http.ssl.DefaultClientTlsStrategy;
+import org.apache.hc.client5.http.ssl.DefaultHostnameVerifier;
 import org.apache.hc.client5.http.ssl.NoopHostnameVerifier;
 import org.apache.hc.client5.http.ssl.TrustAllStrategy;
 import org.apache.hc.core5.http.HttpHost;
@@ -94,6 +95,14 @@ public class DefaultHttpComponentsClientBuilder implements HttpComponentsClientB
    */
   private String userAgent;
 
+  /**
+   * 是否跳过服务器端证书校验，默认false，即校验证书。
+   * <p>
+   * 仅在自签名证书的抓包代理等特殊调试场景下才可以设置为true，生产环境开启会导致中间人攻击风险。
+   * </p>
+   */
+  private boolean skipServerCertificateVerification = false;
+
   /**
    * 自定义请求拦截器
    */
@@ -173,16 +182,21 @@ public class DefaultHttpComponentsClientBuilder implements HttpComponentsClientB
 
     SSLContext sslcontext;
     try {
-      sslcontext = SSLContexts.custom()
-        .loadTrustMaterial(TrustAllStrategy.INSTANCE) // 忽略对服务器端证书的校验
-        .build();
+      if (this.skipServerCertificateVerification) {
+        sslcontext = SSLContexts.custom()
+          .loadTrustMaterial(TrustAllStrategy.INSTANCE) // 忽略对服务器端证书的校验
+          .build();
+      } else {
+        sslcontext = SSLContexts.createSystemDefault();
+      }
     } catch (NoSuchAlgorithmException | KeyManagementException | KeyStoreException e) {
       log.error("构建 SSLContext 时发生异常！", e);
       throw new RuntimeException(e);
     }
 
     PoolingHttpClientConnectionManager connManager = PoolingHttpClientConnectionManagerBuilder.create()
-      .setTlsSocketStrategy(new DefaultClientTlsStrategy(sslcontext, NoopHostnameVerifier.INSTANCE))
+      .setTlsSocketStrategy(new DefaultClientTlsStrategy(sslcontext,
+        this.skipServerCertificateVerification ? NoopHostnameVerifier.INSTANCE : new DefaultHostnameVerifier()))
       .setMaxConnTotal(this.maxTotalConn)
       .setMaxConnPerRoute(this.maxConnPerHost)
       .setDefaultSocketConfig(SocketConfig.custom()
diff --git a/weixin-java-common/src/test/java/me/chanjar/weixin/common/util/http/ServerCertificateVerificationTest.java b/weixin-java-common/src/test/java/me/chanjar/weixin/common/util/http/ServerCertificateVerificationTest.java
new file mode 100644
index 000000000..8d86785d1
--- /dev/null
+++ b/weixin-java-common/src/test/java/me/chanjar/weixin/common/util/http/ServerCertificateVerificationTest.java
@@ -0,0 +1,44 @@
+package me.chanjar.weixin.common.util.http;
+
+import me.chanjar.weixin.common.util.http.apache.DefaultApacheHttpClientBuilder;
+import me.chanjar.weixin.common.util.http.hc.DefaultHttpComponentsClientBuilder;
+import org.testng.Assert;
+import org.testng.annotations.Test;
+
+import java.lang.reflect.Constructor;
+
+/**
+ * 验证默认情况下不会跳过服务器端证书校验，避免中间人攻击.
+ */
+public class ServerCertificateVerificationTest {
+
+  @Test
+  public void testApacheBuilderVerifiesCertificateByDefault() throws Exception {
+    Constructor<DefaultApacheHttpClientBuilder> constructor =
+      DefaultApacheHttpClientBuilder.class.getDeclaredConstructor();
+    constructor.setAccessible(true);
+    DefaultApacheHttpClientBuilder builder = constructor.newInstance();
+
+    Assert.assertFalse(builder.isSkipServerCertificateVerification(),
+      "默认应校验服务器端证书");
+
+    builder.setSkipServerCertificateVerification(true);
+    Assert.assertTrue(builder.isSkipServerCertificateVerification(),
+      "特殊调试场景下应允许显式跳过证书校验");
+  }
+
+  @Test
+  public void testHttpComponentsBuilderVerifiesCertificateByDefault() throws Exception {
+    Constructor<DefaultHttpComponentsClientBuilder> constructor =
+      DefaultHttpComponentsClientBuilder.class.getDeclaredConstructor();
+    constructor.setAccessible(true);
+    DefaultHttpComponentsClientBuilder builder = constructor.newInstance();
+
+    Assert.assertFalse(builder.isSkipServerCertificateVerification(),
+      "默认应校验服务器端证书");
+
+    builder.setSkipServerCertificateVerification(true);
+    Assert.assertTrue(builder.isSkipServerCertificateVerification(),
+      "特殊调试场景下应允许显式跳过证书校验");
+  }
+}
diff --git a/weixin-java-pay/src/main/java/com/github/binarywang/wxpay/v3/util/SignUtils.java b/weixin-java-pay/src/main/java/com/github/binarywang/wxpay/v3/util/SignUtils.java
index 37a1ef2ef..5a1b6152d 100644
--- a/weixin-java-pay/src/main/java/com/github/binarywang/wxpay/v3/util/SignUtils.java
+++ b/weixin-java-pay/src/main/java/com/github/binarywang/wxpay/v3/util/SignUtils.java
@@ -4,7 +4,6 @@ import me.chanjar.weixin.common.error.WxRuntimeException;
 
 import java.security.*;
 import java.util.Base64;
-import java.util.Random;
 
 /**
 * @author cloudx
@@ -33,13 +32,13 @@ public class SignUtils {
     return genRandomStr(32);
   }
 
-  private static volatile Random random;
+  private static volatile SecureRandom random;
 
-  private static Random getRandom() {
+  private static SecureRandom getRandom() {
     if (random == null) {
       synchronized (SignUtils.class) {
         if (random == null) {
-          random = new Random();
+          random = new SecureRandom();
         }
       }
     }
@@ -54,7 +53,7 @@ public class SignUtils {
    */
   public static String genRandomStr(int length) {
     String base = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789";
-    Random r = getRandom();
+    SecureRandom r = getRandom();
     StringBuilder sb = new StringBuilder();
     for (int i = 0; i < length; i++) {
       int number = r.nextInt(base.length());