diff --git a/eth2/utils/ssz/fuzz/Cargo.toml b/eth2/utils/ssz/fuzz/Cargo.toml
index b640cc5f0..d0455a556 100644
--- a/eth2/utils/ssz/fuzz/Cargo.toml
+++ b/eth2/utils/ssz/fuzz/Cargo.toml
@@ -18,9 +18,17 @@ git = "https://github.com/rust-fuzz/libfuzzer-sys.git"
 members = ["."]
 
 [[bin]]
-name = "fuzz_target_u8"
-path = "fuzz_targets/fuzz_target_u8.rs"
+name = "fuzz_target_u8_decode"
+path = "fuzz_targets/fuzz_target_u8_decode.rs"
 
 [[bin]]
-name = "fuzz_target_u16"
-path = "fuzz_targets/fuzz_target_u16.rs"
+name = "fuzz_target_u16_decode"
+path = "fuzz_targets/fuzz_target_u16_decode.rs"
+
+[[bin]]
+name = "fuzz_target_u32_decode"
+path = "fuzz_targets/fuzz_target_u32_decode.rs"
+
+[[bin]]
+name = "fuzz_target_u64_decode"
+path = "fuzz_targets/fuzz_target_u64_decode.rs"
diff --git a/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u16.rs b/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u16_decode.rs
similarity index 59%
rename from eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u16.rs
rename to eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u16_decode.rs
index 8bf2be8a4..73395f3af 100644
--- a/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u16.rs
+++ b/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u16_decode.rs
@@ -2,16 +2,19 @@
 #[macro_use] extern crate libfuzzer_sys;
 extern crate ssz;
 
-use ssz::{DecodeError, Decodable, Encodable};
+use ssz::{DecodeError, Decodable};
 
-// Fuzz ssz_decode(u8)
+// Fuzz ssz_decode()
 fuzz_target!(|data: &[u8]| {
     let result: Result<(u16, usize), DecodeError> = Decodable::ssz_decode(data, 0);
-    if data.len() > 1 {
+    if data.len() >= 2 {
         // Valid result
         let (number_u16, index) = result.unwrap();
         assert_eq!(index, 2);
-        // TODO: add test for number?
+        // TODO: change to little endian bytes
+        // https://github.com/sigp/lighthouse/issues/215
+        let val = u16::from_be_bytes([data[0], data[1]]);
+        assert_eq!(number_u16, val);
     } else {
         // Length of 0 or 1 should return error
         assert_eq!(result, Err(DecodeError::TooShort));
diff --git a/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u32_decode.rs b/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u32_decode.rs
new file mode 100644
index 000000000..e99bf2fad
--- /dev/null
+++ b/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u32_decode.rs
@@ -0,0 +1,22 @@
+#![no_main]
+#[macro_use] extern crate libfuzzer_sys;
+extern crate ssz;
+
+use ssz::{DecodeError, Decodable};
+
+// Fuzz ssz_decode()
+fuzz_target!(|data: &[u8]| {
+    let result: Result<(u32, usize), DecodeError> = Decodable::ssz_decode(data, 0);
+    if data.len() >= 4 {
+        // Valid result
+        let (number_u32, index) = result.unwrap();
+        assert_eq!(index, 4);
+        // TODO: change to little endian bytes
+        // https://github.com/sigp/lighthouse/issues/215
+        let val = u32::from_be_bytes([data[0], data[1], data[2], data[3]]);
+        assert_eq!(number_u32, val);
+    } else {
+        // Length less then 4 should return error
+        assert_eq!(result, Err(DecodeError::TooShort));
+    }
+});
diff --git a/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u64_decode.rs b/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u64_decode.rs
new file mode 100644
index 000000000..9e13ab604
--- /dev/null
+++ b/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u64_decode.rs
@@ -0,0 +1,31 @@
+#![no_main]
+#[macro_use] extern crate libfuzzer_sys;
+extern crate ssz;
+
+use ssz::{DecodeError, Decodable};
+
+// Fuzz ssz_decode()
+fuzz_target!(|data: &[u8]| {
+    let result: Result<(u64, usize), DecodeError> = Decodable::ssz_decode(data, 0);
+    if data.len() >= 8 {
+        // Valid result
+        let (number_u64, index) = result.unwrap();
+        assert_eq!(index, 8);
+        // TODO: change to little endian bytes
+        // https://github.com/sigp/lighthouse/issues/215
+        let val = u64::from_be_bytes([
+            data[0],
+            data[1],
+            data[2],
+            data[3],
+            data[4],
+            data[5],
+            data[6],
+            data[7],
+            ]);
+        assert_eq!(number_u64, val);
+    } else {
+        // Length less then 4 should return error
+        assert_eq!(result, Err(DecodeError::TooShort));
+    }
+});
diff --git a/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u8.rs b/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u8_decode.rs
similarity index 66%
rename from eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u8.rs
rename to eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u8_decode.rs
index afab5eab5..296b6fa3d 100644
--- a/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u8.rs
+++ b/eth2/utils/ssz/fuzz/fuzz_targets/fuzz_target_u8_decode.rs
@@ -2,16 +2,18 @@
 #[macro_use] extern crate libfuzzer_sys;
 extern crate ssz;
 
-use ssz::{DecodeError, Decodable, Encodable};
+use ssz::{DecodeError, Decodable};
 
-// Fuzz ssz_decode(u8)
+// Fuzz ssz_decode()
 fuzz_target!(|data: &[u8]| {
     let result: Result<(u8, usize), DecodeError> = Decodable::ssz_decode(data, 0);
-    if data.len() > 0 {
+    if data.len() >= 1 {
         // Should have valid result
         let (number_u8, index) = result.unwrap();
+        // TODO: change to little endian bytes
+        // https://github.com/sigp/lighthouse/issues/215
         assert_eq!(number_u8, data[0]);
-        assert_eq!(index, 2);
+        assert_eq!(index, 1);
     } else {
         // Length of 0 should return error
         assert_eq!(result, Err(DecodeError::TooShort));