diff --git a/CHANGELOG.md b/CHANGELOG.md
index 15e608495f2..ab695816d9c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,7 @@
 ### Breaking Changes
 
 ### Additions and Improvements
+- Add data field to JsonRpcError in case of `INVALID_PARAMS` error [#5241](https://github.com/hyperledger/besu/pull/5241)
 
 ### Bug Fixes
 
@@ -351,7 +352,7 @@ https://hyperledger.jfrog.io/artifactory/besu-binaries/besu/22.10.0-RC1/besu-22.
 
 ### Bug Fixes
 - Corrects treating a block as bad on internal error [#4512](https://github.com/hyperledger/besu/issues/4512)
-- update appache-commons-text to 1.10.0 to address CVE-2022-42889 [#4542](https://github.com/hyperledger/besu/pull/4542)
+- update apache-commons-text to 1.10.0 to address CVE-2022-42889 [#4542](https://github.com/hyperledger/besu/pull/4542)
 - In GraphQL update scalar parsing to be variable friendly [#4522](https://github.com/hyperledger/besu/pull/4522)
 
 ### Download Links
diff --git a/ethereum/api/src/main/java/org/hyperledger/besu/ethereum/api/jsonrpc/execution/BaseJsonRpcProcessor.java b/ethereum/api/src/main/java/org/hyperledger/besu/ethereum/api/jsonrpc/execution/BaseJsonRpcProcessor.java
index 8beba6af9b4..13fb6a8fb66 100644
--- a/ethereum/api/src/main/java/org/hyperledger/besu/ethereum/api/jsonrpc/execution/BaseJsonRpcProcessor.java
+++ b/ethereum/api/src/main/java/org/hyperledger/besu/ethereum/api/jsonrpc/execution/BaseJsonRpcProcessor.java
@@ -41,8 +41,10 @@ public JsonRpcResponse process(
     try {
       return method.response(request);
     } catch (final InvalidJsonRpcParameters e) {
+      JsonRpcError invalidParamsError = JsonRpcError.INVALID_PARAMS;
+      invalidParamsError.setData(e.getMessage());
       LOG.debug("Invalid Params for method: {}", method.getName(), e);
-      return new JsonRpcErrorResponse(id, JsonRpcError.INVALID_PARAMS);
+      return new JsonRpcErrorResponse(id, invalidParamsError);
     } catch (final MultiTenancyValidationException e) {
       return new JsonRpcUnauthorizedResponse(id, JsonRpcError.UNAUTHORIZED);
     } catch (final RuntimeException e) {
diff --git a/ethereum/api/src/test/java/org/hyperledger/besu/ethereum/api/jsonrpc/AbstractJsonRpcHttpBySpecTest.java b/ethereum/api/src/test/java/org/hyperledger/besu/ethereum/api/jsonrpc/AbstractJsonRpcHttpBySpecTest.java
index 4bb9fb11479..a3c247b642f 100644
--- a/ethereum/api/src/test/java/org/hyperledger/besu/ethereum/api/jsonrpc/AbstractJsonRpcHttpBySpecTest.java
+++ b/ethereum/api/src/test/java/org/hyperledger/besu/ethereum/api/jsonrpc/AbstractJsonRpcHttpBySpecTest.java
@@ -261,9 +261,15 @@ private void checkResponse(
     // Check error
     if (expectedResponse.has("error")) {
       assertThat(responseBody.has("error")).isTrue();
-      final String expectedError = expectedResponse.get("error").toString();
-      final String actualError = responseBody.get("error").toString();
-      assertThat(actualError).isEqualToIgnoringWhitespace(expectedError);
+      final JsonNode expectedErrorJson = expectedResponse.get("error");
+      final JsonNode actualErrorJson = responseBody.get("error");
+
+      // compare data field if explicitly included in expected response
+      if (expectedErrorJson.has("data")) {
+        assertThat(actualErrorJson.get("data")).isEqualTo(expectedErrorJson.get("data"));
+      }
+      assertThat(actualErrorJson.get("code")).isEqualTo(expectedErrorJson.get("code"));
+      assertThat(actualErrorJson.get("message")).isEqualTo(expectedErrorJson.get("message"));
     }
   }
 
diff --git a/ethereum/api/src/test/java/org/hyperledger/besu/ethereum/api/jsonrpc/JsonRpcHttpServiceTest.java b/ethereum/api/src/test/java/org/hyperledger/besu/ethereum/api/jsonrpc/JsonRpcHttpServiceTest.java
index 1d258021448..341556e0a90 100644
--- a/ethereum/api/src/test/java/org/hyperledger/besu/ethereum/api/jsonrpc/JsonRpcHttpServiceTest.java
+++ b/ethereum/api/src/test/java/org/hyperledger/besu/ethereum/api/jsonrpc/JsonRpcHttpServiceTest.java
@@ -764,7 +764,11 @@ public void getBlockByHashWithMissingHashParameter() throws Exception {
       final JsonObject json = new JsonObject(resp.body().string());
       final JsonRpcError expectedError = JsonRpcError.INVALID_PARAMS;
       testHelper.assertValidJsonRpcError(
-          json, id, expectedError.getCode(), expectedError.getMessage());
+          json,
+          id,
+          expectedError.getCode(),
+          expectedError.getMessage(),
+          "Invalid json rpc parameter at index 0. Supplied value was: 'true' of type: 'java.lang.Boolean' - expected type: 'org.hyperledger.besu.datatypes.Hash'");
     }
   }
 
@@ -788,7 +792,11 @@ public void getBlockByHashWithMissingBooleanParameter() throws Exception {
       final JsonObject json = new JsonObject(resp.body().string());
       final JsonRpcError expectedError = JsonRpcError.INVALID_PARAMS;
       testHelper.assertValidJsonRpcError(
-          json, id, expectedError.getCode(), expectedError.getMessage());
+          json,
+          id,
+          expectedError.getCode(),
+          expectedError.getMessage(),
+          "Missing required json rpc parameter at index 1");
     }
   }
 
@@ -811,7 +819,11 @@ public void getBlockByHashWithInvalidHashParameterWithOddLength() throws Excepti
       final JsonObject json = new JsonObject(resp.body().string());
       final JsonRpcError expectedError = JsonRpcError.INVALID_PARAMS;
       testHelper.assertValidJsonRpcError(
-          json, id, expectedError.getCode(), expectedError.getMessage());
+          json,
+          id,
+          expectedError.getCode(),
+          expectedError.getMessage(),
+          "Invalid json rpc parameter at index 0. Supplied value was: '0xe' of type: 'java.lang.String' - expected type: 'org.hyperledger.besu.datatypes.Hash'");
     }
   }
 
@@ -834,7 +846,11 @@ public void getBlockByHashWithInvalidHashParameterThatIsTooShort() throws Except
       final JsonObject json = new JsonObject(resp.body().string());
       final JsonRpcError expectedError = JsonRpcError.INVALID_PARAMS;
       testHelper.assertValidJsonRpcError(
-          json, id, expectedError.getCode(), expectedError.getMessage());
+          json,
+          id,
+          expectedError.getCode(),
+          expectedError.getMessage(),
+          "Invalid json rpc parameter at index 0. Supplied value was: '0xe670' of type: 'java.lang.String' - expected type: 'org.hyperledger.besu.datatypes.Hash'");
     }
   }
 
@@ -858,7 +874,11 @@ public void getBlockByHashWithInvalidBooleanParameter() throws Exception {
       final JsonObject json = new JsonObject(resp.body().string());
       final JsonRpcError expectedError = JsonRpcError.INVALID_PARAMS;
       testHelper.assertValidJsonRpcError(
-          json, id, expectedError.getCode(), expectedError.getMessage());
+          json,
+          id,
+          expectedError.getCode(),
+          expectedError.getMessage(),
+          "Invalid json rpc parameter at index 1. Supplied value was: '{}' of type: 'java.util.LinkedHashMap' - expected type: 'java.lang.Boolean'");
     }
   }
 
@@ -878,7 +898,11 @@ public void getBlockByHashWithAllParametersMissing() throws Exception {
       final JsonObject json = new JsonObject(resp.body().string());
       final JsonRpcError expectedError = JsonRpcError.INVALID_PARAMS;
       testHelper.assertValidJsonRpcError(
-          json, id, expectedError.getCode(), expectedError.getMessage());
+          json,
+          id,
+          expectedError.getCode(),
+          expectedError.getMessage(),
+          "Missing required json rpc parameter at index 0");
     }
   }
 
@@ -898,7 +922,11 @@ public void getBlockByHashWithNoParameters() throws Exception {
       final JsonObject json = new JsonObject(resp.body().string());
       final JsonRpcError expectedError = JsonRpcError.INVALID_PARAMS;
       testHelper.assertValidJsonRpcError(
-          json, id, expectedError.getCode(), expectedError.getMessage());
+          json,
+          id,
+          expectedError.getCode(),
+          expectedError.getMessage(),
+          "Missing required json rpc parameter at index 0");
     }
   }
 
@@ -984,7 +1012,11 @@ public void getBlockByNumberForInvalidBlockParameter() throws Exception {
       final JsonObject json = new JsonObject(respBody);
       final JsonRpcError expectedError = JsonRpcError.INVALID_PARAMS;
       testHelper.assertValidJsonRpcError(
-          json, id, expectedError.getCode(), expectedError.getMessage());
+          json,
+          id,
+          expectedError.getCode(),
+          expectedError.getMessage(),
+          "Invalid json rpc parameter at index 0. Supplied value was: 'bla' of type: 'java.lang.String' - expected type: 'org.hyperledger.besu.ethereum.api.jsonrpc.internal.parameters.BlockParameter'");
     }
   }
 
@@ -2040,7 +2072,11 @@ public void ethGetStorageAtInvalidParameterStorageIndex() throws Exception {
       final JsonObject json = new JsonObject(resp.body().string());
       final JsonRpcError expectedError = JsonRpcError.INVALID_PARAMS;
       testHelper.assertValidJsonRpcError(
-          json, id, expectedError.getCode(), expectedError.getMessage());
+          json,
+          id,
+          expectedError.getCode(),
+          expectedError.getMessage(),
+          "Invalid json rpc parameter at index 1. Supplied value was: 'blah' of type: 'java.lang.String' - expected type: 'org.hyperledger.besu.ethereum.api.jsonrpc.internal.parameters.UInt256Parameter'");
     }
   }
 
diff --git a/ethereum/api/src/test/java/org/hyperledger/besu/ethereum/api/jsonrpc/JsonRpcTestHelper.java b/ethereum/api/src/test/java/org/hyperledger/besu/ethereum/api/jsonrpc/JsonRpcTestHelper.java
index 7e5762d3336..b236e606d79 100644
--- a/ethereum/api/src/test/java/org/hyperledger/besu/ethereum/api/jsonrpc/JsonRpcTestHelper.java
+++ b/ethereum/api/src/test/java/org/hyperledger/besu/ethereum/api/jsonrpc/JsonRpcTestHelper.java
@@ -37,6 +37,17 @@ protected void assertValidJsonRpcResult(final JsonObject json, final Object id)
   }
 
   protected void assertValidJsonRpcError(
+      final JsonObject json,
+      final Object id,
+      final int errorCode,
+      final String errorMessage,
+      final String data)
+      throws Exception {
+
+    assertThat(data).isEqualTo(assertValidJsonRpcError(json, id, errorCode, errorMessage));
+  }
+
+  protected String assertValidJsonRpcError(
       final JsonObject json, final Object id, final int errorCode, final String errorMessage)
       throws Exception {
     // Check all expected fieldnames are set
@@ -53,13 +64,20 @@ protected void assertValidJsonRpcError(
     // Check error format
     final JsonObject error = json.getJsonObject("error");
     final Set<String> errorFieldNames = error.fieldNames();
-    assertThat(errorFieldNames.size()).isEqualTo(2);
+    assertThat(errorFieldNames.size()).isGreaterThanOrEqualTo(2);
+    // 3 if data field is present ie INVALID_PARAMS
+    assertThat(errorFieldNames.size()).isLessThanOrEqualTo(3);
+
     assertThat(errorFieldNames.contains("code")).isTrue();
     assertThat(errorFieldNames.contains("message")).isTrue();
 
     // Check error field values
     assertThat(error.getInteger("code")).isEqualTo(errorCode);
     assertThat(error.getString("message")).isEqualTo(errorMessage);
+    if (errorFieldNames.contains("data")) {
+      return error.getString("data");
+    }
+    return null;
   }
 
   protected void assertIdMatches(final JsonObject json, final Object expectedId) {