diff --git a/tests/test_utils.py b/tests/test_utils.py
index 6d2ef36..1c41e4d 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -24,7 +24,7 @@
     load_nist_vectors, load_vectors_from_file, load_cryptrec_vectors,
     load_hash_vectors, check_for_iface, check_backend_support,
     select_backends, load_pkcs1_vectors, load_rsa_nist_vectors,
-    load_fips_dsa_key_pair_vectors
+    load_fips_dsa_key_pair_vectors,
 )
 
 
@@ -1080,7 +1080,8 @@
             "msg": b"1248f62a4389f42f7b4bb131053d6c88a994db2075b912ccbe3ea7dc6"
                    b"11714f14e",
             "s": b"682cf53c1145d22a50caa9eb1a9ba70670c5915e0fdfde6457a765de2a8"
-                 b"fe12de97"
+                 b"fe12de97",
+            "fail": False
         },
         {
             "modulus": int("bcb47b2e0dafcba81ff2a2b5cb115ca7e757184c9d72bcdcda"
@@ -1091,7 +1092,8 @@
             "msg": b"e511903c2f1bfba245467295ac95413ac4746c984c3750a728c388aa6"
                    b"28b0ebf",
             "s": b"9c748702bbcc1f9468864cd360c8c39d007b2d8aaee833606c70f7593cf"
-                 b"0d1519"
+                 b"0d1519",
+            "fail": False
         },
         {
             "modulus": 78187493520,
@@ -1099,7 +1101,76 @@
             "algorithm": "SHA512",
             "salt_length": 20,
             "msg": b"3456781293fab829",
-            "s": b"deadbeef0000"
+            "s": b"deadbeef0000",
+            "fail": False
+        },
+    ]
+
+
+def test_load_rsa_nist_verification_vectors():
+    vector_data = textwrap.dedent("""
+    # Generated on Wed Mar 02 00:25:22 2011
+
+    [mod = 1024]
+
+    n = be499b5e7f06c83fa0293e31465c8eb6b58af920bae52a7b5b9bfeb7aa72db126411
+
+    p = e7a80c5d211c06acb900939495f26d365fc2b4825b75e356f89003eaa5931e6be5c3
+    q = d248aa248000f720258742da67b711940c8f76e1ecd52b67a6ffe1e49354d66ff84f
+
+    SHAAlg = SHA1
+    e = 00000000000000000000000000000000000000000000000000000000000000000011
+    d = 0d0f17362bdad181db4e1fe03e8de1a3208989914e14bf269558826bfa20faf4b68d
+    Msg = 6b9cfac0ba1c7890b13e381ce752195cc1375237db2afcf6a9dcd1f95ec733a80c
+    S = 562d87b5781c01d166fef3972669a0495c145b898a17df4743fbefb0a1582bd6ba9d
+    SaltVal = 11223344555432167890
+    Result = F (3 - Signature changed )
+
+    SHAAlg = SHA1
+    e = 0000000000003
+    d = bfa20faf4b68d
+    Msg = 2a67c70ff14f9b34ddb42e6f89d5971057a0da980fc9ae70c81a84da0c0ac42737
+    S = 2b91c6ae2b3c46ff18d5b7abe239634cb752d0acb53eea0ccd8ea8483036a50e8faf
+    SaltVal = 11223344555432167890
+    Result = P
+    """).splitlines()
+
+    vectors = load_rsa_nist_vectors(vector_data)
+    assert vectors == [
+        {
+            "modulus": int("be499b5e7f06c83fa0293e31465c8eb6b58af920bae52a7b5b"
+                           "9bfeb7aa72db126411", 16),
+            "p": int("e7a80c5d211c06acb900939495f26d365fc2b4825b75e356f89003ea"
+                     "a5931e6be5c3", 16),
+            "q": int("d248aa248000f720258742da67b711940c8f76e1ecd52b67a6ffe1e4"
+                     "9354d66ff84f", 16),
+            "public_exponent": 17,
+            "algorithm": "SHA1",
+            "private_exponent": int("0d0f17362bdad181db4e1fe03e8de1a3208989914"
+                                    "e14bf269558826bfa20faf4b68d", 16),
+            "msg": b"6b9cfac0ba1c7890b13e381ce752195cc1375237db2afcf6a9dcd1f95"
+                   b"ec733a80c",
+            "s": b"562d87b5781c01d166fef3972669a0495c145b898a17df4743fbefb0a15"
+                 b"82bd6ba9d",
+            "saltval": b"11223344555432167890",
+            "fail": True
+        },
+        {
+            "modulus": int("be499b5e7f06c83fa0293e31465c8eb6b58af920bae52a7b5b"
+                           "9bfeb7aa72db126411", 16),
+            "p": int("e7a80c5d211c06acb900939495f26d365fc2b4825b75e356f89003ea"
+                     "a5931e6be5c3", 16),
+            "q": int("d248aa248000f720258742da67b711940c8f76e1ecd52b67a6ffe1e4"
+                     "9354d66ff84f", 16),
+            "public_exponent": 3,
+            "algorithm": "SHA1",
+            "private_exponent": int("bfa20faf4b68d", 16),
+            "msg": b"2a67c70ff14f9b34ddb42e6f89d5971057a0da980fc9ae70c81a84da0"
+                   b"c0ac42737",
+            "s": b"2b91c6ae2b3c46ff18d5b7abe239634cb752d0acb53eea0ccd8ea848303"
+                 b"6a50e8faf",
+            "saltval": b"11223344555432167890",
+            "fail": False
         },
     ]
 
diff --git a/tests/utils.py b/tests/utils.py
index 6a8a2b5..9bcedcf 100644
--- a/tests/utils.py
+++ b/tests/utils.py
@@ -302,6 +302,7 @@
 
 def load_rsa_nist_vectors(vector_data):
     test_data = None
+    p = None
     data = []
 
     for line in vector_data:
@@ -322,17 +323,35 @@
 
         if name == "n":
             n = int(value, 16)
-        elif name == "e":
+        elif name == "e" and p is None:
             e = int(value, 16)
+        elif name == "p":
+            p = int(value, 16)
+        elif name == "q":
+            q = int(value, 16)
         elif name == "SHAAlg":
-            test_data = {
-                "modulus": n,
-                "public_exponent": e,
-                "salt_length": salt_length,
-                "algorithm": value
-            }
+            if p is None:
+                test_data = {
+                    "modulus": n,
+                    "public_exponent": e,
+                    "salt_length": salt_length,
+                    "algorithm": value.encode("ascii"),
+                    "fail": False
+                }
+            else:
+                test_data = {
+                    "modulus": n,
+                    "p": p,
+                    "q": q,
+                    "algorithm": value.encode("ascii")
+                }
             data.append(test_data)
-            continue
+        elif name == "e" and p is not None:
+            test_data["public_exponent"] = int(value, 16)
+        elif name == "d":
+            test_data["private_exponent"] = int(value, 16)
+        elif name == "Result":
+            test_data["fail"] = value.startswith("F")
         # For all other tokens we simply want the name, value stored in
         # the dictionary
         else: