diff --git a/src/inference/include/ie/ie_blob.h b/src/inference/include/ie/ie_blob.h
index fd463384260..d3373975773 100644
--- a/src/inference/include/ie/ie_blob.h
+++ b/src/inference/include/ie/ie_blob.h
@@ -155,7 +155,7 @@ public:
      * @brief Returns the size of the current Blob in bytes.
      * @return Blob's size in bytes
      */
-    virtual size_t byteSize() const noexcept {
+    virtual size_t byteSize() const {
         return size() * element_size();
     }
 
@@ -169,7 +169,7 @@ public:
      *
      * @return Returns the number of bytes per element
      */
-    virtual size_t element_size() const noexcept = 0;
+    virtual size_t element_size() const = 0;
 
     /**
      * @brief Allocates memory to store the data.
@@ -364,11 +364,11 @@ public:
      * @brief Returns the size of the current Blob in bytes calculated as `size() * element_size()`.
      * @return Blob's size in bytes
      */
-    size_t byteSize() const noexcept override {
+    size_t byteSize() const override {
         return (size() * tensorDesc.getPrecision().bitsSize() + 7) >> 3;
     }
 
-    size_t element_size() const noexcept override {
+    size_t element_size() const override {
         return tensorDesc.getPrecision().size();
     }
 
diff --git a/src/inference/include/ie/ie_compound_blob.h b/src/inference/include/ie/ie_compound_blob.h
index 66dad9c6c47..06d6d5d91a0 100644
--- a/src/inference/include/ie/ie_compound_blob.h
+++ b/src/inference/include/ie/ie_compound_blob.h
@@ -52,13 +52,13 @@ public:
      * @brief Always returns `0`
      * @return Returns `0`
      */
-    size_t byteSize() const noexcept override;
+    size_t byteSize() const override;
 
     /**
      * @brief Always returns `0`
      * @return Returns `0`
      */
-    size_t element_size() const noexcept override;
+    size_t element_size() const override;
 
     /**
      * @brief No operation is performed. Compound blob does not allocate/deallocate any data
diff --git a/src/inference/src/ie_compound_blob.cpp b/src/inference/src/ie_compound_blob.cpp
index 0e2604047df..68743468de8 100644
--- a/src/inference/src/ie_compound_blob.cpp
+++ b/src/inference/src/ie_compound_blob.cpp
@@ -311,11 +311,11 @@ CompoundBlob::CompoundBlob(std::vector<Blob::Ptr>&& blobs) : CompoundBlob(Tensor
     this->_blobs = std::move(blobs);
 }
 
-size_t CompoundBlob::byteSize() const noexcept {
+size_t CompoundBlob::byteSize() const {
     return 0;
 }
 
-size_t CompoundBlob::element_size() const noexcept {
+size_t CompoundBlob::element_size() const {
     return 0;
 }