diff --git a/core/api/src/main/java/org/onosproject/net/config/Config.java b/core/api/src/main/java/org/onosproject/net/config/Config.java
index b36b0e2..4aa3d8d 100644
--- a/core/api/src/main/java/org/onosproject/net/config/Config.java
+++ b/core/api/src/main/java/org/onosproject/net/config/Config.java
@@ -21,7 +21,6 @@
 import com.fasterxml.jackson.databind.node.ObjectNode;
 import com.google.common.annotations.Beta;
 import com.google.common.collect.ImmutableSet;
-import com.google.common.collect.Iterators;
 import com.google.common.collect.Lists;
 import org.onlab.packet.IpAddress;
 import org.onlab.packet.IpPrefix;
@@ -103,7 +102,7 @@
      * Default implementation returns true.
      * Subclasses are expected to override this with their own validation.
      * Implementations are free to throw a RuntimeException if data is invalid.
-     * * </p>
+     * </p>
      *
      * @return true if the data is valid; false otherwise
      * @throws RuntimeException if configuration is invalid or completely foobar
@@ -114,11 +113,13 @@
         //      isString(path)
         //      isBoolean(path)
         //      isNumber(path, [min, max])
+        //      isIntegralNumber(path, [min, max])
         //      isDecimal(path, [min, max])
         //      isMacAddress(path)
         //      isIpAddress(path)
         //      isIpPrefix(path)
         //      isConnectPoint(path)
+        //      isTpPort(path)
         return true;
     }
 
@@ -153,8 +154,9 @@
 
     /**
      * Applies any configuration changes made via this configuration.
-     *
+     * <p>
      * Not effective for detached configs.
+     * </p>
      */
     public void apply() {
         checkState(delegate != null, "Cannot apply detached config");
@@ -414,7 +416,12 @@
      */
     protected boolean hasOnlyFields(ObjectNode node, String... allowedFields) {
         Set<String> fields = ImmutableSet.copyOf(allowedFields);
-        return !Iterators.any(node.fieldNames(), f -> !fields.contains(f));
+        node.fieldNames().forEachRemaining(f -> {
+            if (!fields.contains(f)) {
+                throw new InvalidFieldException(f, "Field is not allowed");
+            }
+        });
+        return true;
     }
 
     /**
@@ -437,7 +444,12 @@
      */
     protected boolean hasFields(ObjectNode node, String... mandatoryFields) {
         Set<String> fields = ImmutableSet.copyOf(mandatoryFields);
-        return Iterators.all(fields.iterator(), f -> !node.path(f).isMissingNode());
+        fields.forEach(f -> {
+            if (node.path(f).isMissingNode()) {
+                throw new InvalidFieldException(f, "Mandatory field is not present");
+            }
+        });
+        return true;
     }
 
     /**
@@ -446,12 +458,10 @@
      * @param field    JSON field name
      * @param presence specifies if field is optional or mandatory
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid MAC
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isMacAddress(String field, FieldPresence presence) {
-        JsonNode node = object.path(field);
-        return isValid(node, presence, node.isTextual() &&
-                MacAddress.valueOf(node.asText()) != null);
+        return isMacAddress(object, field, presence);
     }
 
     /**
@@ -462,12 +472,13 @@
      * @param field    JSON field name
      * @param presence specifies if field is optional or mandatory
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid MAC
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isMacAddress(ObjectNode objectNode, String field, FieldPresence presence) {
-        JsonNode node = objectNode.path(field);
-        return isValid(node, presence, node.isTextual() &&
-                MacAddress.valueOf(node.asText()) != null);
+        return isValid(objectNode, field, presence, n -> {
+            MacAddress.valueOf(n.asText());
+            return true;
+        });
     }
 
     /**
@@ -476,7 +487,7 @@
      * @param field    JSON field name
      * @param presence specifies if field is optional or mandatory
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid IP
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isIpAddress(String field, FieldPresence presence) {
         return isIpAddress(object, field, presence);
@@ -490,12 +501,13 @@
      * @param field    JSON field name
      * @param presence specifies if field is optional or mandatory
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid IP
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isIpAddress(ObjectNode objectNode, String field, FieldPresence presence) {
-        JsonNode node = objectNode.path(field);
-        return isValid(node, presence, node.isTextual() &&
-                IpAddress.valueOf(node.asText()) != null);
+        return isValid(objectNode, field, presence, n -> {
+            IpAddress.valueOf(n.asText());
+            return true;
+        });
     }
 
     /**
@@ -504,8 +516,7 @@
      * @param field    JSON field name
      * @param presence specifies if field is optional or mandatory
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid IP
-     * prefix
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isIpPrefix(String field, FieldPresence presence) {
         return isIpPrefix(object, field, presence);
@@ -519,13 +530,13 @@
      * @param field    JSON field name
      * @param presence specifies if field is optional or mandatory
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid IP
-     * prefix
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isIpPrefix(ObjectNode objectNode, String field, FieldPresence presence) {
-        JsonNode node = objectNode.path(field);
-        return isValid(node, presence, node.isTextual() &&
-                IpPrefix.valueOf(node.asText()) != null);
+        return isValid(objectNode, field, presence, n -> {
+            IpPrefix.valueOf(n.asText());
+            return true;
+        });
     }
 
     /**
@@ -534,7 +545,7 @@
      * @param field JSON field name
      * @param presence specifies if field is optional or mandatory
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid value
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isTpPort(String field, FieldPresence presence) {
         return isTpPort(object, field, presence);
@@ -548,12 +559,13 @@
      * @param field JSON field name
      * @param presence specifies if field is optional or mandatory
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid value
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isTpPort(ObjectNode objectNode, String field, FieldPresence presence) {
-        JsonNode node = objectNode.path(field);
-        return isValid(node, presence, node.isNumber() &&
-                TpPort.tpPort(node.asInt()) != null);
+        return isValid(objectNode, field, presence, n -> {
+            TpPort.tpPort(n.asInt());
+            return true;
+        });
     }
 
     /**
@@ -562,8 +574,7 @@
      * @param field    JSON field name
      * @param presence specifies if field is optional or mandatory
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid
-     * connect point string representation
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isConnectPoint(String field, FieldPresence presence) {
         return isConnectPoint(object, field, presence);
@@ -577,13 +588,13 @@
      * @param field    JSON field name
      * @param presence specifies if field is optional or mandatory
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid
-     * connect point string representation
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isConnectPoint(ObjectNode objectNode, String field, FieldPresence presence) {
-        JsonNode node = objectNode.path(field);
-        return isValid(node, presence, node.isTextual() &&
-                ConnectPoint.deviceConnectPoint(node.asText()) != null);
+        return isValid(objectNode, field, presence, n -> {
+            ConnectPoint.deviceConnectPoint(n.asText());
+            return true;
+        });
     }
 
     /**
@@ -593,7 +604,7 @@
      * @param presence specifies if field is optional or mandatory
      * @param pattern  optional regex pattern
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid string
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isString(String field, FieldPresence presence, String... pattern) {
         return isString(object, field, presence, pattern);
@@ -608,13 +619,17 @@
      * @param presence specifies if field is optional or mandatory
      * @param pattern  optional regex pattern
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid string
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isString(ObjectNode objectNode, String field,
                                FieldPresence presence, String... pattern) {
-        JsonNode node = objectNode.path(field);
-        return isValid(node, presence, node.isTextual() &&
-                (pattern.length > 0 && node.asText().matches(pattern[0]) || pattern.length < 1));
+        return isValid(objectNode, field, presence, (node) -> {
+            if (!(node.isTextual() &&
+                    (pattern.length > 0 && node.asText().matches(pattern[0]) || pattern.length < 1))) {
+                fail("Invalid string value");
+            }
+            return true;
+        });
     }
 
     /**
@@ -624,28 +639,34 @@
      * @param presence specifies if field is optional or mandatory
      * @param minMax   optional min/max values
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isNumber(String field, FieldPresence presence, long... minMax) {
-        JsonNode node = object.path(field);
-        return isValid(node, presence, node.isNumber() &&
-                (minMax.length > 0 && minMax[0] <= node.asLong() || minMax.length < 1) &&
-                (minMax.length > 1 && minMax[1] > node.asLong() || minMax.length < 2));
+        return isNumber(object, field, presence, minMax);
     }
+
     /**
-     * Indicates whether the specified field holds a valid number.
+     * Indicates whether the specified field of a particular node holds a
+     * valid number.
      *
+     * @param objectNode JSON object
      * @param field    JSON field name
      * @param presence specifies if field is optional or mandatory
      * @param minMax   optional min/max values
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid
+     * @throws InvalidFieldException if the field is present but not valid
      */
-    protected boolean isNumber(String field, FieldPresence presence, double... minMax) {
-        JsonNode node = object.path(field);
-        return isValid(node, presence, node.isNumber() &&
-                (minMax.length > 0 && minMax[0] <= node.asDouble() || minMax.length < 1) &&
-                (minMax.length > 1 && minMax[1] > node.asDouble() || minMax.length < 2));
+    protected boolean isNumber(ObjectNode objectNode, String field,
+                               FieldPresence presence, long... minMax) {
+        return isValid(objectNode, field, presence, n -> {
+            long number = (n.isNumber()) ? n.asLong() : Long.parseLong(n.asText());
+            if (minMax.length > 1) {
+                verifyRange(number, minMax[0], minMax[1]);
+            } else if (minMax.length > 0) {
+                verifyRange(number, minMax[0]);
+            }
+            return true;
+        });
     }
 
     /**
@@ -655,7 +676,7 @@
      * @param presence specifies if field is optional or mandatory
      * @param minMax   optional min/max values
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isIntegralNumber(String field, FieldPresence presence, long... minMax) {
         return isIntegralNumber(object, field, presence, minMax);
@@ -670,16 +691,18 @@
      * @param presence specifies if field is optional or mandatory
      * @param minMax   optional min/max values
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isIntegralNumber(ObjectNode objectNode, String field,
                                        FieldPresence presence, long... minMax) {
-        JsonNode node = objectNode.path(field);
-
-        return isValid(node, presence, n -> {
-            long number = (node.isIntegralNumber()) ? n.asLong() : Long.parseLong(n.asText());
-            return (minMax.length > 0 && minMax[0] <= number || minMax.length < 1) &&
-                    (minMax.length > 1 && minMax[1] > number || minMax.length < 2);
+        return isValid(objectNode, field, presence, n -> {
+            long number = (n.isIntegralNumber()) ? n.asLong() : Long.parseLong(n.asText());
+            if (minMax.length > 1) {
+                verifyRange(number, minMax[0], minMax[1]);
+            } else if (minMax.length > 0) {
+                verifyRange(number, minMax[0]);
+            }
+            return true;
         });
     }
 
@@ -690,13 +713,34 @@
      * @param presence specifies if field is optional or mandatory
      * @param minMax   optional min/max values
      * @return true if valid; false otherwise
-     * @throws IllegalArgumentException if field is present, but not valid
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isDecimal(String field, FieldPresence presence, double... minMax) {
-        JsonNode node = object.path(field);
-        return isValid(node, presence, (node.isDouble() || node.isFloat()) &&
-                (minMax.length > 0 && minMax[0] <= node.asDouble() || minMax.length < 1) &&
-                (minMax.length > 1 && minMax[1] > node.asDouble() || minMax.length < 2));
+        return isDecimal(object, field, presence, minMax);
+    }
+
+    /**
+     * Indicates whether the specified field of a particular node holds a valid
+     * decimal number.
+     *
+     * @param objectNode JSON node
+     * @param field    JSON field name
+     * @param presence specifies if field is optional or mandatory
+     * @param minMax   optional min/max values
+     * @return true if valid; false otherwise
+     * @throws InvalidFieldException if the field is present but not valid
+     */
+    protected boolean isDecimal(ObjectNode objectNode, String field,
+                                FieldPresence presence, double... minMax) {
+        return isValid(objectNode, field, presence, n -> {
+            double number = (n.isDouble()) ? n.asDouble() : Double.parseDouble(n.asText());
+            if (minMax.length > 1) {
+                verifyRange(number, minMax[0], minMax[1]);
+            } else if (minMax.length > 0) {
+                verifyRange(number, minMax[0]);
+            }
+            return true;
+        });
     }
 
     /**
@@ -705,6 +749,7 @@
      * @param field    JSON field name
      * @param presence specifies if field is optional or mandatory
      * @return true if valid; false otherwise
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isBoolean(String field, FieldPresence presence) {
         return isBoolean(object, field, presence);
@@ -718,11 +763,15 @@
      * @param field    JSON field name
      * @param presence specifies if field is optional or mandatory
      * @return true if valid; false otherwise
+     * @throws InvalidFieldException if the field is present but not valid
      */
     protected boolean isBoolean(ObjectNode objectNode, String field, FieldPresence presence) {
-        JsonNode node = objectNode.path(field);
-        return isValid(node, presence, node.isBoolean() ||
-                (node.isTextual() && isBooleanString(node.asText())));
+        return isValid(objectNode, field, presence, n -> {
+            if (!(n.isBoolean() || (n.isTextual() && isBooleanString(n.asText())))) {
+                fail("Field is not a boolean value");
+            }
+            return true;
+        });
     }
 
     /**
@@ -737,39 +786,56 @@
     }
 
     /**
-     * Indicates whether the node is present and of correct value or not
-     * mandatory and absent.
+     * Indicates whether a field in the node is present and of correct value or
+     * not mandatory and absent.
      *
-     * @param node         JSON node
-     * @param presence     specifies if field is optional or mandatory
-     * @param correctValue true if the value is correct
-     * @return true if the field is as expected
-     */
-    private boolean isValid(JsonNode node, FieldPresence presence, boolean correctValue) {
-        return isValid(node, presence, n -> correctValue);
-    }
-
-    /**
-     * Indicates whether the node is present and of correct value or not
-     * mandatory and absent.
-     *
-     * @param node JSON node
+     * @param objectNode JSON object node containing field to validate
+     * @param field name of field to validate
      * @param presence specified if field is optional or mandatory
      * @param validationFunction function which can be used to verify if the
      *                           node has the correct value
      * @return true if the field is as expected
+     * @throws InvalidFieldException if the field is present but not valid
      */
-    private boolean isValid(JsonNode node, FieldPresence presence,
+    private boolean isValid(ObjectNode objectNode, String field, FieldPresence presence,
                             Function<JsonNode, Boolean> validationFunction) {
+        JsonNode node = objectNode.path(field);
         boolean isMandatory = presence == FieldPresence.MANDATORY;
-        if (isMandatory && validationFunction.apply(node)) {
-            return true;
+        if (isMandatory && node.isMissingNode()) {
+            throw new InvalidFieldException(field, "Mandatory field not present");
         }
 
         if (!isMandatory && (node.isNull() || node.isMissingNode())) {
             return true;
         }
 
-        return validationFunction.apply(node);
+        try {
+            if (validationFunction.apply(node)) {
+                return true;
+            } else {
+                throw new InvalidFieldException(field, "Validation error");
+            }
+        } catch (IllegalArgumentException e) {
+            throw new InvalidFieldException(field, e);
+        }
     }
+
+    private static void fail(String message) {
+        throw new IllegalArgumentException(message);
+    }
+
+    private static <N extends Comparable> void verifyRange(N num, N min) {
+        if (num.compareTo(min) < 0) {
+            fail("Field must be greater than " + min);
+        }
+    }
+
+    private static <N extends Comparable> void verifyRange(N num, N min, N max) {
+        verifyRange(num, min);
+
+        if (num.compareTo(max) > 0) {
+            fail("Field must be less than " + max);
+        }
+    }
+
 }
diff --git a/core/api/src/main/java/org/onosproject/net/config/InvalidConfigException.java b/core/api/src/main/java/org/onosproject/net/config/InvalidConfigException.java
new file mode 100644
index 0000000..c46ef65
--- /dev/null
+++ b/core/api/src/main/java/org/onosproject/net/config/InvalidConfigException.java
@@ -0,0 +1,89 @@
+/*
+ * Copyright 2016 Open Networking Laboratory
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.onosproject.net.config;
+
+/**
+ * Indicates an invalid configuration was supplied by the user.
+ */
+public class InvalidConfigException extends RuntimeException {
+
+    private final String subjectKey;
+    private final String subject;
+    private final String configKey;
+
+    /**
+     * Creates a new invalid config exception about a specific config.
+     *
+     * @param subjectKey config's subject key
+     * @param subject config's subject
+     * @param configKey config's config key
+     */
+    public InvalidConfigException(String subjectKey, String subject, String configKey) {
+        this(subjectKey, subject, configKey, null);
+    }
+
+    /**
+     * Creates a new invalid config exception about a specific config with an
+     * exception regarding the cause of the invalidity.
+     *
+     * @param subjectKey config's subject key
+     * @param subject config's subject
+     * @param configKey config's config key
+     * @param cause cause of the invalidity
+     */
+    public InvalidConfigException(String subjectKey, String subject, String configKey, Throwable cause) {
+        super(message(subjectKey, subject, configKey, cause), cause);
+        this.subjectKey = subjectKey;
+        this.subject = subject;
+        this.configKey = configKey;
+    }
+
+    /**
+     * Returns the subject key of the config.
+     *
+     * @return subject key
+     */
+    public String subjectKey() {
+        return subjectKey;
+    }
+
+    /**
+     * Returns the string representation of the subject of the config.
+     *
+     * @return subject
+     */
+    public String subject() {
+        return subject;
+    }
+
+    /**
+     * Returns the config key of the config.
+     *
+     * @return config key
+     */
+    public String configKey() {
+        return configKey;
+    }
+
+    private static String message(String subjectKey, String subject, String configKey, Throwable cause) {
+        String error = "Error parsing config " + subjectKey + "/" + subject + "/" + configKey;
+        if (cause != null) {
+            error = error + ": " + cause.getMessage();
+        }
+        return error;
+    }
+}
diff --git a/core/api/src/main/java/org/onosproject/net/config/InvalidFieldException.java b/core/api/src/main/java/org/onosproject/net/config/InvalidFieldException.java
new file mode 100644
index 0000000..f542dae
--- /dev/null
+++ b/core/api/src/main/java/org/onosproject/net/config/InvalidFieldException.java
@@ -0,0 +1,73 @@
+/*
+ * Copyright 2016-present Open Networking Laboratory
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.onosproject.net.config;
+
+/**
+ * Indicates a field of a configuration was invalid.
+ */
+public class InvalidFieldException extends RuntimeException {
+
+    private final String field;
+    private final String reason;
+
+    /**
+     * Creates a new invalid field exception about a given field.
+     *
+     * @param field field name
+     * @param reason reason the field is invalid
+     */
+    public InvalidFieldException(String field, String reason) {
+        super(message(field, reason));
+        this.field = field;
+        this.reason = reason;
+    }
+
+    /**
+     * Creates a new invalid field exception about a given field.
+     *
+     * @param field field name
+     * @param cause throwable that occurred while trying to validate field
+     */
+    public InvalidFieldException(String field, Throwable cause) {
+        super(message(field, cause.getMessage()));
+        this.field = field;
+        this.reason = cause.getMessage();
+    }
+
+    /**
+     * Returns the field name.
+     *
+     * @return field name
+     */
+    public String field() {
+        return field;
+    }
+
+    /**
+     * Returns the reason the field failed to validate.
+     *
+     * @return reason
+     */
+    public String reason() {
+        return reason;
+    }
+
+    private static String message(String field, String reason) {
+        return "Field \"" + field + "\" is invalid: " + reason;
+    }
+
+}
diff --git a/core/api/src/test/java/org/onosproject/net/config/ConfigTest.java b/core/api/src/test/java/org/onosproject/net/config/ConfigTest.java
index 84dbca7..956befe 100644
--- a/core/api/src/test/java/org/onosproject/net/config/ConfigTest.java
+++ b/core/api/src/test/java/org/onosproject/net/config/ConfigTest.java
@@ -21,7 +21,6 @@
 import org.junit.Before;
 import org.junit.Test;
 
-import static org.junit.Assert.assertFalse;
 import static org.junit.Assert.assertTrue;
 import static org.onosproject.net.config.Config.FieldPresence.MANDATORY;
 import static org.onosproject.net.config.Config.FieldPresence.OPTIONAL;
@@ -37,8 +36,15 @@
     private static final String TEXT = "text";
     private static final String LONG = "long";
     private static final String DOUBLE = "double";
+    private static final String BOOLEAN = "boolean";
     private static final String MAC = "mac";
+    private static final String BAD_MAC = "badMac";
     private static final String IP = "ip";
+    private static final String BAD_IP = "badIp";
+    private static final String PREFIX = "prefix";
+    private static final String BAD_PREFIX = "badPrefix";
+    private static final String CONNECT_POINT = "connectPoint";
+    private static final String BAD_CONNECT_POINT = "badConnectPoint";
     private static final String TP_PORT = "tpPort";
     private static final String BAD_TP_PORT = "badTpPort";
 
@@ -52,7 +58,12 @@
     public void setUp() {
         json = new ObjectMapper().createObjectNode()
                 .put(TEXT, "foo").put(LONG, 5).put(DOUBLE, 0.5)
-                .put(MAC, "ab:cd:ef:ca:fe:ed").put(IP, "12.34.56.78")
+                .put(BOOLEAN, "true")
+                .put(MAC, "ab:cd:ef:ca:fe:ed").put(BAD_MAC, "ab:cd:ef:ca:fe.ed")
+                .put(IP, "12.34.56.78").put(BAD_IP, "12.34-56.78")
+                .put(PREFIX, "12.34.56.78/18").put(BAD_PREFIX, "12.34.56.78-18")
+                .put(CONNECT_POINT, "of:0000000000000001/1")
+                .put(BAD_CONNECT_POINT, "of:0000000000000001-1")
                 .put(TP_PORT, 65535).put(BAD_TP_PORT, 65536);
         cfg = new TestConfig();
         cfg.init(SUBJECT, KEY, json, mapper, delegate);
@@ -60,16 +71,20 @@
 
     @Test
     public void hasOnlyFields() {
-        assertTrue("has unexpected fields", cfg.hasOnlyFields(TEXT, LONG, DOUBLE, MAC, IP,
-                                                              TP_PORT, BAD_TP_PORT));
-        assertFalse("did not detect unexpected fields", cfg.hasOnlyFields(TEXT, LONG, DOUBLE, MAC));
-        assertTrue("is not proper text", cfg.isString(TEXT, MANDATORY));
+        assertTrue("has unexpected fields",
+                cfg.hasOnlyFields(TEXT, LONG, DOUBLE, BOOLEAN, MAC, BAD_MAC,
+                        IP, BAD_IP, PREFIX, BAD_PREFIX,
+                        CONNECT_POINT, BAD_CONNECT_POINT, TP_PORT, BAD_TP_PORT));
+        assertTrue("did not detect unexpected fields",
+                expectInvalidField(() -> cfg.hasOnlyFields(TEXT, LONG, DOUBLE, MAC)));
     }
 
     @Test
     public void hasFields() {
-        assertTrue("does not have mandatory field", cfg.hasFields(TEXT, LONG, DOUBLE, MAC));
-        assertFalse("did not detect missing field", cfg.hasFields("none"));
+        assertTrue("does not have mandatory field",
+                cfg.hasFields(TEXT, LONG, DOUBLE, MAC));
+        assertTrue("did not detect missing field",
+                expectInvalidField(() -> cfg.hasFields("none")));
     }
 
     @Test
@@ -79,7 +94,10 @@
         assertTrue("is not proper text", cfg.isString(TEXT, OPTIONAL, "^f.*"));
         assertTrue("is not proper text", cfg.isString(TEXT, OPTIONAL));
         assertTrue("is not proper text", cfg.isString("none", OPTIONAL));
-        assertFalse("did not detect missing field", cfg.isString("none", MANDATORY));
+        assertTrue("did not detect missing field",
+                expectInvalidField(() -> cfg.isString("none", MANDATORY)));
+        assertTrue("did not detect bad text",
+                expectInvalidField(() -> cfg.isString(TEXT, OPTIONAL, "^b.*")));
     }
 
     @Test
@@ -88,12 +106,41 @@
         assertTrue("is not proper number", cfg.isNumber(LONG, MANDATORY, 0));
         assertTrue("is not proper number", cfg.isNumber(LONG, MANDATORY, 0, 10));
         assertTrue("is not proper number", cfg.isNumber(LONG, MANDATORY, 5, 6));
-        assertFalse("is not in range", cfg.isNumber(LONG, MANDATORY, 6, 10));
-        assertFalse("is not in range", cfg.isNumber(LONG, MANDATORY, 4, 5));
+        assertTrue("is not in range",
+                expectInvalidField(() -> cfg.isNumber(LONG, MANDATORY, 6, 10)));
+        assertTrue("is not in range", cfg.isNumber(LONG, MANDATORY, 4, 5));
         assertTrue("is not proper number", cfg.isNumber(LONG, OPTIONAL, 0, 10));
         assertTrue("is not proper number", cfg.isNumber(LONG, OPTIONAL));
         assertTrue("is not proper number", cfg.isNumber("none", OPTIONAL));
-        assertFalse("did not detect missing field", cfg.isNumber("none", MANDATORY));
+        assertTrue("did not detect missing field",
+                expectInvalidField(() -> cfg.isNumber("none", MANDATORY)));
+        assertTrue("is not proper number",
+                expectInvalidField(() -> cfg.isNumber(TEXT, MANDATORY)));
+
+        assertTrue("is not proper number", cfg.isNumber(DOUBLE, MANDATORY, 0, 1));
+        assertTrue("is not in range",
+                expectInvalidField(() -> cfg.isNumber(DOUBLE, MANDATORY, 1, 2)));
+    }
+
+    @Test
+    public void isIntegralNumber() {
+        assertTrue("is not proper number", cfg.isIntegralNumber(LONG, MANDATORY));
+        assertTrue("is not proper number", cfg.isIntegralNumber(LONG, MANDATORY, 0));
+        assertTrue("is not proper number", cfg.isIntegralNumber(LONG, MANDATORY, 0, 10));
+        assertTrue("is not proper number", cfg.isIntegralNumber(LONG, MANDATORY, 5, 6));
+        assertTrue("is not in range",
+                expectInvalidField(() -> cfg.isIntegralNumber(LONG, MANDATORY, 6, 10)));
+        assertTrue("is not in range", cfg.isIntegralNumber(LONG, MANDATORY, 4, 5));
+        assertTrue("is not proper number", cfg.isIntegralNumber(LONG, OPTIONAL, 0, 10));
+        assertTrue("is not proper number", cfg.isIntegralNumber(LONG, OPTIONAL));
+        assertTrue("is not proper number", cfg.isIntegralNumber("none", OPTIONAL));
+        assertTrue("did not detect missing field",
+                expectInvalidField(() -> cfg.isIntegralNumber("none", MANDATORY)));
+        assertTrue("is not proper number",
+                expectInvalidField(() -> cfg.isIntegralNumber(TEXT, MANDATORY)));
+
+        assertTrue("is not in range",
+                expectInvalidField(() -> cfg.isIntegralNumber(DOUBLE, MANDATORY, 0, 10)));
     }
 
     @Test
@@ -102,12 +149,26 @@
         assertTrue("is not proper decimal", cfg.isDecimal(DOUBLE, MANDATORY, 0.0));
         assertTrue("is not proper decimal", cfg.isDecimal(DOUBLE, MANDATORY, 0.0, 1.0));
         assertTrue("is not proper decimal", cfg.isDecimal(DOUBLE, MANDATORY, 0.5, 0.6));
-        assertFalse("is not in range", cfg.isDecimal(DOUBLE, MANDATORY, 0.6, 1.0));
-        assertFalse("is not in range", cfg.isDecimal(DOUBLE, MANDATORY, 0.4, 0.5));
+        assertTrue("is not proper decimal", cfg.isDecimal(DOUBLE, MANDATORY, 0.4, 0.5));
+        assertTrue("is not in range",
+                expectInvalidField(() -> cfg.isDecimal(DOUBLE, MANDATORY, 0.6, 1.0)));
+        assertTrue("is not in range",
+                expectInvalidField(() -> cfg.isDecimal(DOUBLE, MANDATORY, 0.3, 0.4)));
         assertTrue("is not proper decimal", cfg.isDecimal(DOUBLE, OPTIONAL, 0.0, 1.0));
         assertTrue("is not proper decimal", cfg.isDecimal(DOUBLE, OPTIONAL));
         assertTrue("is not proper decimal", cfg.isDecimal("none", OPTIONAL));
-        assertFalse("did not detect missing field", cfg.isDecimal("none", MANDATORY));
+        assertTrue("did not detect missing field",
+                expectInvalidField(() -> cfg.isDecimal("none", MANDATORY)));
+    }
+
+    @Test
+    public void isBoolean() {
+        assertTrue("is not proper boolean", cfg.isBoolean(BOOLEAN, MANDATORY));
+        assertTrue("did not detect missing field",
+                expectInvalidField(() -> cfg.isBoolean("none", MANDATORY)));
+        assertTrue("is not proper boolean", cfg.isBoolean("none", OPTIONAL));
+        assertTrue("did not detect bad boolean",
+                expectInvalidField(() -> cfg.isBoolean(TEXT, MANDATORY)));
     }
 
     @Test
@@ -115,26 +176,43 @@
         assertTrue("is not proper mac", cfg.isMacAddress(MAC, MANDATORY));
         assertTrue("is not proper mac", cfg.isMacAddress(MAC, OPTIONAL));
         assertTrue("is not proper mac", cfg.isMacAddress("none", OPTIONAL));
-        assertFalse("did not detect missing field", cfg.isMacAddress("none", MANDATORY));
+        assertTrue("did not detect missing field",
+                expectInvalidField(() -> cfg.isMacAddress("none", MANDATORY)));
+        assertTrue("did not detect bad ip",
+                expectInvalidField(() -> cfg.isMacAddress(BAD_MAC, MANDATORY)));
     }
 
-    @Test(expected = IllegalArgumentException.class)
-    public void badMacAddress() {
-        assertTrue("is not proper mac", cfg.isMacAddress(TEXT, MANDATORY));
-    }
-
-
     @Test
     public void isIpAddress() {
         assertTrue("is not proper ip", cfg.isIpAddress(IP, MANDATORY));
         assertTrue("is not proper ip", cfg.isIpAddress(IP, OPTIONAL));
         assertTrue("is not proper ip", cfg.isIpAddress("none", OPTIONAL));
-        assertFalse("did not detect missing field", cfg.isMacAddress("none", MANDATORY));
+        assertTrue("did not detect missing ip",
+                expectInvalidField(() -> cfg.isIpAddress("none", MANDATORY)));
+        assertTrue("did not detect bad ip",
+                expectInvalidField(() -> cfg.isIpAddress(BAD_IP, MANDATORY)));
     }
 
-    @Test(expected = IllegalArgumentException.class)
-    public void badIpAddress() {
-        assertTrue("is not proper ip", cfg.isIpAddress(TEXT, MANDATORY));
+    @Test
+    public void isIpPrefix() {
+        assertTrue("is not proper prefix", cfg.isIpPrefix(PREFIX, MANDATORY));
+        assertTrue("is not proper prefix", cfg.isIpPrefix(PREFIX, OPTIONAL));
+        assertTrue("is not proper prefix", cfg.isIpPrefix("none", OPTIONAL));
+        assertTrue("did not detect missing prefix",
+                expectInvalidField(() -> cfg.isIpPrefix("none", MANDATORY)));
+        assertTrue("did not detect bad prefix",
+                expectInvalidField(() -> cfg.isIpPrefix(BAD_PREFIX, MANDATORY)));
+    }
+
+    @Test
+    public void isConnectPoint() {
+        assertTrue("is not proper connectPoint", cfg.isConnectPoint(CONNECT_POINT, MANDATORY));
+        assertTrue("is not proper connectPoint", cfg.isConnectPoint(CONNECT_POINT, OPTIONAL));
+        assertTrue("is not proper connectPoint", cfg.isConnectPoint("none", OPTIONAL));
+        assertTrue("did not detect missing connectPoint",
+                expectInvalidField(() -> cfg.isConnectPoint("none", MANDATORY)));
+        assertTrue("did not detect bad connectPoint",
+                expectInvalidField(() -> cfg.isConnectPoint(BAD_CONNECT_POINT, MANDATORY)));
     }
 
     @Test
@@ -142,16 +220,28 @@
         assertTrue("is not proper transport port", cfg.isTpPort(TP_PORT, MANDATORY));
         assertTrue("is not proper transport port", cfg.isTpPort(TP_PORT, OPTIONAL));
         assertTrue("is not proper transport port", cfg.isTpPort("none", OPTIONAL));
-        assertFalse("did not detect missing field", cfg.isTpPort("none", MANDATORY));
+        assertTrue("did not detect missing field",
+                expectInvalidField(() -> cfg.isTpPort("none", MANDATORY)));
+        assertTrue("is not proper transport port",
+                expectInvalidField(() -> cfg.isTpPort(BAD_TP_PORT, MANDATORY)));
     }
 
-    @Test(expected = IllegalArgumentException.class)
-    public void badTpPort() {
-        assertTrue("is not proper transport port", cfg.isTpPort(BAD_TP_PORT, MANDATORY));
+    /**
+     * Expects an InvalidFieldException to be thrown when the given runnable is
+     * run.
+     *
+     * @param runnable runnable to run
+     * @return true if an InvalidFieldException was thrown, otherwise false
+     */
+    private boolean expectInvalidField(Runnable runnable) {
+        try {
+            runnable.run();
+            return false;
+        } catch (InvalidFieldException e) {
+            return true;
+        }
     }
 
-    // TODO: Add tests for other helper methods
-
     private class TestConfig extends Config<String> {
     }
 
@@ -160,4 +250,4 @@
         public void onApply(Config config) {
         }
     }
-}
\ No newline at end of file
+}
diff --git a/core/store/dist/src/main/java/org/onosproject/store/config/impl/DistributedNetworkConfigStore.java b/core/store/dist/src/main/java/org/onosproject/store/config/impl/DistributedNetworkConfigStore.java
index 2d4fc4d..87148a8 100644
--- a/core/store/dist/src/main/java/org/onosproject/store/config/impl/DistributedNetworkConfigStore.java
+++ b/core/store/dist/src/main/java/org/onosproject/store/config/impl/DistributedNetworkConfigStore.java
@@ -39,6 +39,7 @@
 import org.onosproject.net.config.Config;
 import org.onosproject.net.config.ConfigApplyDelegate;
 import org.onosproject.net.config.ConfigFactory;
+import org.onosproject.net.config.InvalidConfigException;
 import org.onosproject.net.config.NetworkConfigEvent;
 import org.onosproject.net.config.NetworkConfigStore;
 import org.onosproject.net.config.NetworkConfigStoreDelegate;
@@ -248,7 +249,17 @@
     public <S, C extends Config<S>> C applyConfig(S subject, Class<C> configClass, JsonNode json) {
         // Create the configuration and validate it.
         C config = createConfig(subject, configClass, json);
-        checkArgument(config.isValid(), INVALID_CONFIG_JSON);
+
+        try {
+            checkArgument(config.isValid(), INVALID_CONFIG_JSON);
+        } catch (RuntimeException e) {
+            ConfigFactory<S, C> configFactory = getConfigFactory(configClass);
+            String subjectKey = configFactory.subjectFactory().subjectClassKey();
+            String subjectString = configFactory.subjectFactory().subjectKey(config.subject());
+            String configKey = config.key();
+
+            throw new InvalidConfigException(subjectKey, subjectString, configKey, e);
+        }
 
         // Insert the validated configuration and get it back.
         Versioned<JsonNode> versioned = configs.putAndGet(key(subject, configClass), json);
diff --git a/web/api/src/main/java/org/onosproject/rest/exceptions/InvalidConfigExceptionMapper.java b/web/api/src/main/java/org/onosproject/rest/exceptions/InvalidConfigExceptionMapper.java
new file mode 100644
index 0000000..ecbe0af
--- /dev/null
+++ b/web/api/src/main/java/org/onosproject/rest/exceptions/InvalidConfigExceptionMapper.java
@@ -0,0 +1,60 @@
+/*
+ * Copyright 2016-present Open Networking Laboratory
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.onosproject.rest.exceptions;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.node.ObjectNode;
+import org.onlab.rest.exceptions.AbstractMapper;
+import org.onosproject.net.config.InvalidConfigException;
+import org.onosproject.net.config.InvalidFieldException;
+
+import javax.ws.rs.core.Response;
+
+/**
+ * Maps InvalidConfigException to JSON output.
+ */
+public class InvalidConfigExceptionMapper extends AbstractMapper<InvalidConfigException> {
+
+    @Override
+    protected Response.Status responseStatus() {
+        return Response.Status.BAD_REQUEST;
+    }
+
+    @Override
+    protected Response.ResponseBuilder response(Response.Status status, Throwable exception) {
+        error = exception;
+
+        InvalidConfigException ex = (InvalidConfigException) exception;
+
+        ObjectMapper mapper = new ObjectMapper();
+        String message = messageFrom(exception);
+        ObjectNode result = mapper.createObjectNode()
+                .put("code", status.getStatusCode())
+                .put("message", message)
+                .put("subjectKey", ex.subjectKey())
+                .put("subject", ex.subject())
+                .put("configKey", ex.configKey());
+
+        if (ex.getCause() instanceof InvalidFieldException) {
+            InvalidFieldException fieldException = (InvalidFieldException) ex.getCause();
+            result.put("field", fieldException.field())
+                    .put("reason", fieldException.reason());
+        }
+
+        return Response.status(status).entity(result.toString());
+    }
+}
diff --git a/web/api/src/main/java/org/onosproject/rest/exceptions/package-info.java b/web/api/src/main/java/org/onosproject/rest/exceptions/package-info.java
new file mode 100644
index 0000000..26c7f26
--- /dev/null
+++ b/web/api/src/main/java/org/onosproject/rest/exceptions/package-info.java
@@ -0,0 +1,20 @@
+/*
+ * Copyright 2016-present Open Networking Laboratory
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/**
+ * REST exceptions.
+ */
+package org.onosproject.rest.exceptions;
diff --git a/web/api/src/main/java/org/onosproject/rest/resources/CoreWebApplication.java b/web/api/src/main/java/org/onosproject/rest/resources/CoreWebApplication.java
index 3a4170b..b8597fa 100644
--- a/web/api/src/main/java/org/onosproject/rest/resources/CoreWebApplication.java
+++ b/web/api/src/main/java/org/onosproject/rest/resources/CoreWebApplication.java
@@ -17,6 +17,7 @@
 package org.onosproject.rest.resources;
 
 import org.onlab.rest.AbstractWebApplication;
+import org.onosproject.rest.exceptions.InvalidConfigExceptionMapper;
 
 import java.util.Set;
 
@@ -49,7 +50,8 @@
                 RegionsWebResource.class,
                 TenantWebResource.class,
                 VirtualNetworkWebResource.class,
-                MastershipWebResource.class
+                MastershipWebResource.class,
+                InvalidConfigExceptionMapper.class
         );
     }
 }