diff --git a/CHANGELOG.md b/CHANGELOG.md
index 08d1b511e..389b9a703 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -160,6 +160,7 @@
     - `MNT6Parameters` → `MNT6Config`
     - `GLVParameters` → `GLVConfig`
 - [\#557](https://github.com/arkworks-rs/algebra/pull/557) (`ark-ff`) Change `frobenius_map` to return the result, instead of mutating the input. Add `frobenius_map_in_place` for the old behavior.
+- [\#537](https://github.com/arkworks-rs/algebra/pull/571) (`ark-ec`) Add `CanonicalSerialize` and `CanonicalDeserialize` traits to the arguments of `multi_miller_loop`.
 
 ### Features
 
diff --git a/ec/src/models/bls12/mod.rs b/ec/src/models/bls12/mod.rs
index ca8a66351..896aadbcc 100644
--- a/ec/src/models/bls12/mod.rs
+++ b/ec/src/models/bls12/mod.rs
@@ -12,6 +12,7 @@ use ark_ff::{
     },
     BitIteratorBE, CyclotomicMultSubgroup, Field, PrimeField,
 };
+use ark_serialize::{CanonicalDeserialize, CanonicalSerialize};
 use ark_std::{marker::PhantomData, vec::Vec};
 use num_traits::{One, Zero};
 
@@ -44,8 +45,12 @@ pub trait Bls12Config: 'static + Sized {
     >;
 
     fn multi_miller_loop(
-        a: impl IntoIterator<Item = impl Into<G1Prepared<Self>>>,
-        b: impl IntoIterator<Item = impl Into<G2Prepared<Self>>>,
+        a: impl IntoIterator<
+            Item = impl Into<G1Prepared<Self>> + CanonicalSerialize + CanonicalDeserialize,
+        >,
+        b: impl IntoIterator<
+            Item = impl Into<G2Prepared<Self>> + CanonicalSerialize + CanonicalDeserialize,
+        >,
     ) -> MillerLoopOutput<Bls12<Self>> {
         use itertools::Itertools;
 
@@ -211,8 +216,12 @@ impl<P: Bls12Config> Pairing for Bls12<P> {
     type TargetField = Fp12<P::Fp12Config>;
 
     fn multi_miller_loop(
-        a: impl IntoIterator<Item = impl Into<Self::G1Prepared>>,
-        b: impl IntoIterator<Item = impl Into<Self::G2Prepared>>,
+        a: impl IntoIterator<
+            Item = impl Into<Self::G1Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
+        b: impl IntoIterator<
+            Item = impl Into<Self::G2Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
     ) -> MillerLoopOutput<Self> {
         P::multi_miller_loop(a, b)
     }
diff --git a/ec/src/models/bn/mod.rs b/ec/src/models/bn/mod.rs
index 62f7d4c4c..a4fd99630 100644
--- a/ec/src/models/bn/mod.rs
+++ b/ec/src/models/bn/mod.rs
@@ -11,6 +11,7 @@ use ark_ff::{
     },
     CyclotomicMultSubgroup,
 };
+use ark_serialize::{CanonicalDeserialize, CanonicalSerialize};
 use ark_std::{marker::PhantomData, vec::Vec};
 use itertools::Itertools;
 use num_traits::One;
@@ -102,8 +103,12 @@ impl<P: BnConfig> Pairing for Bn<P> {
     type TargetField = Fp12<P::Fp12Config>;
 
     fn multi_miller_loop(
-        a: impl IntoIterator<Item = impl Into<Self::G1Prepared>>,
-        b: impl IntoIterator<Item = impl Into<Self::G2Prepared>>,
+        a: impl IntoIterator<
+            Item = impl Into<Self::G1Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
+        b: impl IntoIterator<
+            Item = impl Into<Self::G2Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
     ) -> MillerLoopOutput<Self> {
         let mut pairs = a
             .into_iter()
diff --git a/ec/src/models/bw6/mod.rs b/ec/src/models/bw6/mod.rs
index 62c053fb8..7419e1ba6 100644
--- a/ec/src/models/bw6/mod.rs
+++ b/ec/src/models/bw6/mod.rs
@@ -10,6 +10,7 @@ use ark_ff::{
     },
     BitIteratorBE, CyclotomicMultSubgroup,
 };
+use ark_serialize::{CanonicalDeserialize, CanonicalSerialize};
 use itertools::Itertools;
 use num_traits::One;
 
@@ -52,8 +53,12 @@ pub trait BW6Config: 'static + Eq + Sized {
     }
 
     fn multi_miller_loop(
-        a: impl IntoIterator<Item = impl Into<G1Prepared<Self>>>,
-        b: impl IntoIterator<Item = impl Into<G2Prepared<Self>>>,
+        a: impl IntoIterator<
+            Item = impl Into<G1Prepared<Self>> + CanonicalSerialize + CanonicalDeserialize,
+        >,
+        b: impl IntoIterator<
+            Item = impl Into<G2Prepared<Self>> + CanonicalSerialize + CanonicalDeserialize,
+        >,
     ) -> MillerLoopOutput<BW6<Self>> {
         // Alg.5 in https://eprint.iacr.org/2020/351.pdf
 
@@ -311,8 +316,12 @@ impl<P: BW6Config> Pairing for BW6<P> {
     }
 
     fn multi_miller_loop(
-        a: impl IntoIterator<Item = impl Into<Self::G1Prepared>>,
-        b: impl IntoIterator<Item = impl Into<Self::G2Prepared>>,
+        a: impl IntoIterator<
+            Item = impl Into<Self::G1Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
+        b: impl IntoIterator<
+            Item = impl Into<Self::G2Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
     ) -> MillerLoopOutput<Self> {
         P::multi_miller_loop(a, b)
     }
diff --git a/ec/src/models/mnt4/mod.rs b/ec/src/models/mnt4/mod.rs
index fc40d4cfc..5b49b892b 100644
--- a/ec/src/models/mnt4/mod.rs
+++ b/ec/src/models/mnt4/mod.rs
@@ -10,6 +10,7 @@ use ark_ff::{
 use itertools::Itertools;
 use num_traits::{One, Zero};
 
+use ark_serialize::{CanonicalDeserialize, CanonicalSerialize};
 use ark_std::{marker::PhantomData, vec::Vec};
 
 #[cfg(feature = "parallel")]
@@ -208,8 +209,12 @@ impl<P: MNT4Config> Pairing for MNT4<P> {
     type TargetField = Fp4<P::Fp4Config>;
 
     fn multi_miller_loop(
-        a: impl IntoIterator<Item = impl Into<Self::G1Prepared>>,
-        b: impl IntoIterator<Item = impl Into<Self::G2Prepared>>,
+        a: impl IntoIterator<
+            Item = impl Into<Self::G1Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
+        b: impl IntoIterator<
+            Item = impl Into<Self::G2Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
     ) -> MillerLoopOutput<Self> {
         let pairs = a
             .into_iter()
diff --git a/ec/src/models/mnt6/mod.rs b/ec/src/models/mnt6/mod.rs
index 82e0b2ad9..42720720c 100644
--- a/ec/src/models/mnt6/mod.rs
+++ b/ec/src/models/mnt6/mod.rs
@@ -10,6 +10,7 @@ use ark_ff::{
 use itertools::Itertools;
 use num_traits::{One, Zero};
 
+use ark_serialize::{CanonicalDeserialize, CanonicalSerialize};
 use ark_std::{marker::PhantomData, vec::Vec};
 
 #[cfg(feature = "parallel")]
@@ -214,8 +215,12 @@ impl<P: MNT6Config> Pairing for MNT6<P> {
     type TargetField = Fp6<P::Fp6Config>;
 
     fn multi_miller_loop(
-        a: impl IntoIterator<Item = impl Into<Self::G1Prepared>>,
-        b: impl IntoIterator<Item = impl Into<Self::G2Prepared>>,
+        a: impl IntoIterator<
+            Item = impl Into<Self::G1Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
+        b: impl IntoIterator<
+            Item = impl Into<Self::G2Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
     ) -> MillerLoopOutput<Self> {
         let pairs = a
             .into_iter()
diff --git a/ec/src/pairing.rs b/ec/src/pairing.rs
index 05071a593..90849a7a6 100644
--- a/ec/src/pairing.rs
+++ b/ec/src/pairing.rs
@@ -37,7 +37,9 @@ pub trait Pairing: Sized + 'static + Copy + Debug + Sync + Send + Eq {
     type G1Affine: AffineRepr<Group = Self::G1, ScalarField = Self::ScalarField>
         + From<Self::G1>
         + Into<Self::G1>
-        + Into<Self::G1Prepared>;
+        + Into<Self::G1Prepared>
+        + CanonicalSerialize
+        + CanonicalDeserialize;
 
     /// A G1 element that has been preprocessed for use in a pairing.
     type G1Prepared: Default
@@ -63,7 +65,9 @@ pub trait Pairing: Sized + 'static + Copy + Debug + Sync + Send + Eq {
     type G2Affine: AffineRepr<Group = Self::G2, ScalarField = Self::ScalarField>
         + From<Self::G2>
         + Into<Self::G2>
-        + Into<Self::G2Prepared>;
+        + Into<Self::G2Prepared>
+        + CanonicalSerialize
+        + CanonicalDeserialize;
 
     /// A G2 element that has been preprocessed for use in a pairing.
     type G2Prepared: Default
@@ -83,14 +87,18 @@ pub trait Pairing: Sized + 'static + Copy + Debug + Sync + Send + Eq {
 
     /// Computes the product of Miller loops for some number of (G1, G2) pairs.
     fn multi_miller_loop(
-        a: impl IntoIterator<Item = impl Into<Self::G1Prepared>>,
-        b: impl IntoIterator<Item = impl Into<Self::G2Prepared>>,
+        a: impl IntoIterator<
+            Item = impl Into<Self::G1Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
+        b: impl IntoIterator<
+            Item = impl Into<Self::G2Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
     ) -> MillerLoopOutput<Self>;
 
     /// Computes the Miller loop over `a` and `b`.
     fn miller_loop(
-        a: impl Into<Self::G1Prepared>,
-        b: impl Into<Self::G2Prepared>,
+        a: impl Into<Self::G1Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        b: impl Into<Self::G2Prepared> + CanonicalSerialize + CanonicalDeserialize,
     ) -> MillerLoopOutput<Self> {
         Self::multi_miller_loop([a], [b])
     }
@@ -101,16 +109,20 @@ pub trait Pairing: Sized + 'static + Copy + Debug + Sync + Send + Eq {
 
     /// Computes a "product" of pairings.
     fn multi_pairing(
-        a: impl IntoIterator<Item = impl Into<Self::G1Prepared>>,
-        b: impl IntoIterator<Item = impl Into<Self::G2Prepared>>,
+        a: impl IntoIterator<
+            Item = impl Into<Self::G1Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
+        b: impl IntoIterator<
+            Item = impl Into<Self::G2Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        >,
     ) -> PairingOutput<Self> {
         Self::final_exponentiation(Self::multi_miller_loop(a, b)).unwrap()
     }
 
     /// Performs multiple pairing operations
     fn pairing(
-        p: impl Into<Self::G1Prepared>,
-        q: impl Into<Self::G2Prepared>,
+        p: impl Into<Self::G1Prepared> + CanonicalSerialize + CanonicalDeserialize,
+        q: impl Into<Self::G2Prepared> + CanonicalSerialize + CanonicalDeserialize,
     ) -> PairingOutput<Self> {
         Self::multi_pairing([p], [q])
     }
diff --git a/ff/src/fields/models/fp/montgomery_backend.rs b/ff/src/fields/models/fp/montgomery_backend.rs
index 0b38ff7be..e494eaa8a 100644
--- a/ff/src/fields/models/fp/montgomery_backend.rs
+++ b/ff/src/fields/models/fp/montgomery_backend.rs
@@ -821,8 +821,7 @@ impl<T: MontConfig<N>, const N: usize> Fp<MontBackend<T, N>, N> {
 
 #[cfg(test)]
 mod test {
-    use ark_std::str::FromStr;
-    use ark_std::vec::Vec;
+    use ark_std::{str::FromStr, vec::Vec};
     use ark_test_curves::secp256k1::Fr;
     use num_bigint::{BigInt, BigUint, Sign};
 
diff --git a/test-curves/src/bls12_381/g2.rs b/test-curves/src/bls12_381/g2.rs
index f4c970910..63617c7a7 100644
--- a/test-curves/src/bls12_381/g2.rs
+++ b/test-curves/src/bls12_381/g2.rs
@@ -9,7 +9,6 @@ use ark_ec::{
     AffineRepr, CurveGroup, Group,
 };
 use ark_ff::{BigInt, Field, MontFp, Zero};
-
 pub type G2Affine = bls12::G2Affine<crate::bls12_381::Config>;
 pub type G2Projective = bls12::G2Projective<crate::bls12_381::Config>;
 
diff --git a/test-templates/src/h2c/mod.rs b/test-templates/src/h2c/mod.rs
index 520ad7979..c65391d23 100644
--- a/test-templates/src/h2c/mod.rs
+++ b/test-templates/src/h2c/mod.rs
@@ -29,8 +29,7 @@ macro_rules! test_h2c {
                 fs::{read_dir, File},
                 io::BufReader,
             };
-            use $crate::decode;
-            use $crate::Sha256;
+            use $crate::{decode, Sha256};
 
             use $crate::json::SuiteVector;
             #[test]
diff --git a/test-templates/src/pairing.rs b/test-templates/src/pairing.rs
index 8386969ca..e0f50262b 100644
--- a/test-templates/src/pairing.rs
+++ b/test-templates/src/pairing.rs
@@ -45,7 +45,7 @@ macro_rules! test_pairing {
                     let c = <$Pairing as Pairing>::G1::rand(rng).into_affine();
                     let d = <$Pairing as Pairing>::G2::rand(rng).into_affine();
                     let ans1 = <$Pairing>::pairing(a, b) + &<$Pairing>::pairing(c, d);
-                    let ans2 = <$Pairing>::multi_pairing(&[a, c], &[b, d]);
+                    let ans2 = <$Pairing>::multi_pairing([a, c], [b, d]);
                     assert_eq!(ans1, ans2);
                 }
             }