diff --git a/dsp_permissions_scripts/ap/ap_get.py b/dsp_permissions_scripts/ap/ap_get.py
index 78d36010..b897f08f 100644
--- a/dsp_permissions_scripts/ap/ap_get.py
+++ b/dsp_permissions_scripts/ap/ap_get.py
@@ -8,6 +8,7 @@
 from dsp_permissions_scripts.utils.authentication import get_protocol
 from dsp_permissions_scripts.utils.get_logger import get_logger
 from dsp_permissions_scripts.utils.project import get_project_iri_by_shortcode
+from dsp_permissions_scripts.utils.try_request import http_call_with_retry
 
 logger = get_logger(__name__)
 
@@ -46,9 +47,12 @@ def _get_all_aps_of_project(
     project_iri = quote_plus(project_iri, safe="")
     protocol = get_protocol(host)
     url = f"{protocol}://{host}/admin/permissions/ap/{project_iri}"
-    response = requests.get(url, headers=headers, timeout=10)
+    response = http_call_with_retry(
+        action=lambda: requests.get(url, headers=headers, timeout=10),
+        err_msg=f"Could not get APs of project {project_iri}",
+    )
     if response.status_code != 200:
-        raise ApiError("Could not get APs of project", response.text, response.status_code)
+        raise ApiError(f"Could not get APs of project {project_iri}", response.text, response.status_code)
     aps: list[dict[str, Any]] = response.json()["administrative_permissions"]
     ap_objects = [create_ap_from_admin_route_object(ap) for ap in aps]
     return ap_objects
diff --git a/dsp_permissions_scripts/ap/ap_set.py b/dsp_permissions_scripts/ap/ap_set.py
index 2b0d2f73..6959ae43 100644
--- a/dsp_permissions_scripts/ap/ap_set.py
+++ b/dsp_permissions_scripts/ap/ap_set.py
@@ -12,6 +12,7 @@
 from dsp_permissions_scripts.models.api_error import ApiError
 from dsp_permissions_scripts.utils.authentication import get_protocol
 from dsp_permissions_scripts.utils.get_logger import get_logger
+from dsp_permissions_scripts.utils.try_request import http_call_with_retry
 
 logger = get_logger(__name__)
 
@@ -25,7 +26,10 @@ def _delete_ap_on_server(
     ap_iri = quote_plus(ap.iri, safe="")
     protocol = get_protocol(host)
     url = f"{protocol}://{host}/admin/permissions/{ap_iri}"
-    response = requests.delete(url, headers=headers, timeout=10)
+    response = http_call_with_retry(
+        action=lambda: requests.delete(url, headers=headers, timeout=10),
+        err_msg=f"Could not delete Administrative Permission {ap.iri}",
+    )
     if response.status_code != 200:
         raise ApiError(f"Could not delete Administrative Permission {ap.iri}", response.text, response.status_code)
 
@@ -40,7 +44,10 @@ def _update_ap_on_server(
     protocol = get_protocol(host)
     url = f"{protocol}://{host}/admin/permissions/{iri}/hasPermissions"
     payload = {"hasPermissions": create_admin_route_object_from_ap(ap)["hasPermissions"]}
-    response = requests.put(url, headers=headers, json=payload, timeout=10)
+    response = http_call_with_retry(
+        action=lambda: requests.put(url, headers=headers, json=payload, timeout=10),
+        err_msg=f"Could not update Administrative Permission {ap.iri}",
+    )
     if response.status_code != 200:
         raise ApiError(
             message=f"Could not update Administrative Permission {ap.iri}",
diff --git a/dsp_permissions_scripts/doap/doap_get.py b/dsp_permissions_scripts/doap/doap_get.py
index 06c0f1d5..7eae28ce 100644
--- a/dsp_permissions_scripts/doap/doap_get.py
+++ b/dsp_permissions_scripts/doap/doap_get.py
@@ -11,6 +11,7 @@
 from dsp_permissions_scripts.utils.scope_serialization import (
     create_scope_from_admin_route_object,
 )
+from dsp_permissions_scripts.utils.try_request import http_call_with_retry
 
 logger = get_logger(__name__)
 
@@ -44,7 +45,10 @@ def _get_all_doaps_of_project(
     project_iri = quote_plus(project_iri, safe="")
     protocol = get_protocol(host)
     url = f"{protocol}://{host}/admin/permissions/doap/{project_iri}"
-    response = requests.get(url, headers=headers, timeout=10)
+    response = http_call_with_retry(
+        action=lambda: requests.get(url, headers=headers, timeout=10),
+        err_msg=f"Error while getting DOAPs of project {project_iri}",
+    )
     if response.status_code != 200:
         raise ApiError(f"Error while getting DOAPs of project {project_iri}", response.text, response.status_code)
     doaps: list[dict[str, Any]] = response.json()["default_object_access_permissions"]
diff --git a/dsp_permissions_scripts/doap/doap_set.py b/dsp_permissions_scripts/doap/doap_set.py
index aa987099..be9918af 100644
--- a/dsp_permissions_scripts/doap/doap_set.py
+++ b/dsp_permissions_scripts/doap/doap_set.py
@@ -12,6 +12,7 @@
 from dsp_permissions_scripts.utils.scope_serialization import (
     create_admin_route_object_from_scope,
 )
+from dsp_permissions_scripts.utils.try_request import http_call_with_retry
 
 logger = get_logger(__name__)
 
@@ -27,7 +28,10 @@ def _update_doap_scope_on_server(
     protocol = get_protocol(host)
     url = f"{protocol}://{host}/admin/permissions/{iri}/hasPermissions"
     payload = {"hasPermissions": create_admin_route_object_from_scope(scope)}
-    response = requests.put(url, headers=headers, json=payload, timeout=10)
+    response = http_call_with_retry(
+        action=lambda: requests.put(url, headers=headers, json=payload, timeout=10),
+        err_msg=f"Could not update scope of DOAP {doap_iri}",
+    )
     if response.status_code != 200:
         raise ApiError( f"Could not update scope of DOAP {doap_iri}", response.text, response.status_code, payload)
     new_doap = create_doap_from_admin_route_response(response.json()["default_object_access_permission"])
diff --git a/dsp_permissions_scripts/oap/oap_get_set.py b/dsp_permissions_scripts/oap/oap_get_set.py
index 2663793b..86c8011d 100644
--- a/dsp_permissions_scripts/oap/oap_get_set.py
+++ b/dsp_permissions_scripts/oap/oap_get_set.py
@@ -13,6 +13,7 @@
 from dsp_permissions_scripts.utils.authentication import get_protocol
 from dsp_permissions_scripts.utils.get_logger import get_logger
 from dsp_permissions_scripts.utils.scope_serialization import create_string_from_scope
+from dsp_permissions_scripts.utils.try_request import http_call_with_retry
 
 logger = get_logger(__name__)
 
@@ -45,7 +46,10 @@ def _get_resource(
     protocol = get_protocol(host)
     url = f"{protocol}://{host}/v2/resources/{iri}"
     headers = {"Authorization": f"Bearer {token}"}
-    response = requests.get(url, headers=headers, timeout=10)
+    response = http_call_with_retry(
+        action=lambda: requests.get(url, headers=headers, timeout=10),
+        err_msg=f"Error while getting resource {resource_iri}",
+    )
     if response.status_code != 200:
         raise ApiError( f"Error while getting resource {resource_iri}", response.text, response.status_code)
     data: dict[str, Any] = response.json()
@@ -75,7 +79,10 @@ def _update_permissions_for_value(
     protocol = get_protocol(host)
     url = f"{protocol}://{host}/v2/values"
     headers = {"Authorization": f"Bearer {token}"}
-    response = requests.put(url, headers=headers, json=payload, timeout=10)
+    response = http_call_with_retry(
+        action=lambda: requests.put(url, headers=headers, json=payload, timeout=10),
+        err_msg=f"Error while updating permissions of resource {resource_iri}, value {value.value_iri}",
+    )
     if response.status_code == 400 and response.text:
         already = "dsp.errors.BadRequestException: The submitted permissions are the same as the current ones"
         if already in response.text:
@@ -113,7 +120,10 @@ def _update_permissions_for_resource(
     protocol = get_protocol(host)
     url = f"{protocol}://{host}/v2/resources"
     headers = {"Authorization": f"Bearer {token}"}
-    response = requests.put(url, headers=headers, json=payload, timeout=10)
+    response = http_call_with_retry(
+        action=lambda: requests.put(url, headers=headers, json=payload, timeout=10),
+        err_msg=f"ERROR while updating permissions of resource {resource_iri}",
+    )
     if response.status_code != 200:
         raise ApiError(
             message=f"ERROR while updating permissions of resource {resource_iri}",
diff --git a/dsp_permissions_scripts/utils/project.py b/dsp_permissions_scripts/utils/project.py
index 696f053f..f7153076 100644
--- a/dsp_permissions_scripts/utils/project.py
+++ b/dsp_permissions_scripts/utils/project.py
@@ -10,6 +10,7 @@
 from dsp_permissions_scripts.utils.get_logger import get_logger
 from dsp_permissions_scripts.utils.helpers import dereference_prefix
 from dsp_permissions_scripts.utils.scope_serialization import create_scope_from_string
+from dsp_permissions_scripts.utils.try_request import http_call_with_retry
 
 logger = get_logger(__name__)
 
@@ -45,7 +46,10 @@ def _get_onto_iris_of_project(
     protocol = get_protocol(host)
     url = f"{protocol}://{host}/v2/ontologies/metadata"
     headers = {"Authorization": f"Bearer {token}"}
-    response = requests.get(url, headers=headers, timeout=10)
+    response = http_call_with_retry(
+        action=lambda: requests.get(url, headers=headers, timeout=10),
+        err_msg="Could not get onto IRIs",
+    )
     if response.status_code != 200:
         raise ApiError("Could not get onto IRIs", response.text, response.status_code)
     all_ontologies = response.json().get("@graph")
@@ -61,7 +65,10 @@ def _get_class_iris_of_onto(
     protocol = get_protocol(host)
     url = f"{protocol}://{host}/v2/ontologies/allentities/{quote_plus(onto_iri)}"
     headers = {"Authorization": f"Bearer {token}"}
-    response = requests.get(url, headers=headers, timeout=10)
+    response = http_call_with_retry(
+        action=lambda: requests.get(url, headers=headers, timeout=10),
+        err_msg="Could not get class IRIs",
+    )
     if response.status_code != 200:
         raise ApiError("Could not get class IRIs", response.text, response.status_code)
     all_entities = response.json()["@graph"]
@@ -121,7 +128,10 @@ def _get_next_page(
     This means that the page must be incremented until the response contains 0 or 1 resource.
     """
     url = f"{protocol}://{host}/v2/resources?resourceClass={quote_plus(resclass_iri)}&page={page}"
-    response = requests.get(url, headers=headers, timeout=20)
+    response = http_call_with_retry(
+        action=lambda: requests.get(url, headers=headers, timeout=20),
+        err_msg="Could not get next page",
+    )
     if response.status_code != 200:
         raise ApiError("Could not get next page", response.text, response.status_code)
     result = response.json()
@@ -144,7 +154,10 @@ def _get_next_page(
 def get_project_iri_by_shortcode(shortcode: str, host: str) -> str:
     protocol = get_protocol(host)
     url = f"{protocol}://{host}/admin/projects/shortcode/{shortcode}"
-    response = requests.get(url, timeout=10)
+    response = http_call_with_retry(
+        action=lambda: requests.get(url, timeout=10),
+        err_msg="Cannot retrieve project IRI",
+    )
     if response.status_code != 200:
         raise ApiError("Cannot retrieve project IRI", response.text, response.status_code)
     iri: str = response.json()["project"]["id"]
diff --git a/dsp_permissions_scripts/utils/try_request.py b/dsp_permissions_scripts/utils/try_request.py
new file mode 100644
index 00000000..860f3f33
--- /dev/null
+++ b/dsp_permissions_scripts/utils/try_request.py
@@ -0,0 +1,52 @@
+import time
+from typing import Callable
+
+import requests
+from requests import ReadTimeout, RequestException
+from urllib3.exceptions import ReadTimeoutError
+
+from dsp_permissions_scripts.utils.get_logger import get_logger, get_timestamp
+
+logger = get_logger(__name__)
+
+
+def http_call_with_retry(action: Callable[..., requests.Response], err_msg: str) -> requests.Response:
+    """
+    Function that tries 9 times to execute an HTTP request.
+    404 and 500-599 codes are catched, together with some errors raised by the requests library,
+    and the request is retried after a waiting time.
+    The waiting times are 1, 2, 4, 8, 16, 32, 64, 128, 256 seconds.
+    If it still fails, the request is executed without any catch, so that the error escalates to the caller.
+    Use this only for actions that can be retried without side effects.
+
+    Args:
+        action: one of requests.get(), requests.post(), requests.put(), requests.delete()
+        err_msg: this message is printed and logged when there is a problem with the call
+
+    Raises:
+        errors from the requests library
+
+    Returns:
+        response of the HTTP request
+    """
+    for i in range(9):
+        try:
+            response: requests.Response = action()
+            if response.status_code == 200:
+                return response
+            retry_code = 500 <= response.status_code < 600 or response.status_code == 404
+            try_again_later = "try again later" in response.text
+            if retry_code or try_again_later:
+                msg = f"{err_msg}. Retry request in {2 ** i} seconds... ({response.status_code}: {response.text})"
+                print(f"{get_timestamp()}: SERVER ERROR: {msg}")
+                logger.error(msg)
+                continue
+            return response
+        except (TimeoutError, ReadTimeout, ReadTimeoutError, RequestException, ConnectionError):
+            print(f"{get_timestamp()}: Server Error: Retry request in {2 ** i} seconds...")
+            logger.error(f"Server Error: Retry request in {2 ** i} seconds...", exc_info=True)
+            time.sleep(2**i)
+            continue
+
+    logger.error("Permanently unable to execute the API call. See logs for more details.")
+    return action()
diff --git a/poetry.lock b/poetry.lock
index 9be9801c..5775a294 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,59 +2,51 @@
 
 [[package]]
 name = "annotated-types"
-version = "0.5.0"
+version = "0.6.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "annotated_types-0.5.0-py3-none-any.whl", hash = "sha256:58da39888f92c276ad970249761ebea80ba544b77acddaa1a4d6cf78287d45fd"},
-    {file = "annotated_types-0.5.0.tar.gz", hash = "sha256:47cdc3490d9ac1506ce92c7aaa76c579dc3509ff11e098fc867e5130ab7be802"},
+    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
+    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
 ]
 
 [[package]]
 name = "astroid"
-version = "2.15.8"
+version = "3.0.1"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.8.0"
 files = [
-    {file = "astroid-2.15.8-py3-none-any.whl", hash = "sha256:1aa149fc5c6589e3d0ece885b4491acd80af4f087baafa3fb5203b113e68cd3c"},
-    {file = "astroid-2.15.8.tar.gz", hash = "sha256:6c107453dffee9055899705de3c9ead36e74119cee151e5a9aaf7f0b0e020a6a"},
+    {file = "astroid-3.0.1-py3-none-any.whl", hash = "sha256:7d5895c9825e18079c5aeac0572bc2e4c83205c95d416e0b4fee8bc361d2d9ca"},
+    {file = "astroid-3.0.1.tar.gz", hash = "sha256:86b0bb7d7da0be1a7c4aedb7974e391b32d4ed89e33de6ed6902b4b15c97577e"},
 ]
 
-[package.dependencies]
-lazy-object-proxy = ">=1.4.0"
-wrapt = {version = ">=1.14,<2", markers = "python_version >= \"3.11\""}
-
 [[package]]
 name = "black"
-version = "23.9.1"
+version = "23.10.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 plugins = ["setuptools"]
 requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
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@@ -368,13 +330,13 @@ files = [
 
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-version = "3.10.0"
+version = "3.11.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
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 python-versions = ">=3.7"
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 typing-extensions = ">=4.6.1"
 
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 [[package]]
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-version = "2.17.6"
+version = "3.0.1"
 description = "python code static checker"
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 [package.dependencies]
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-dill = {version = ">=0.3.6", markers = "python_version >= \"3.11\""}
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 mccabe = ">=0.6,<0.8"
 platformdirs = ">=2.2.0"
@@ -590,49 +555,38 @@ files = [
 
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+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
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 [[package]]
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-version = "2.0.6"
+version = "2.0.7"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.7"
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 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
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-
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "b73b335f4f189bcc3036abddb57feb7937ac02634a3041a51da59970b9186882"
+content-hash = "375b41c4e21e4294c5066b22cea3b6601c17554d4eb23ccd8ddb301941d8bc4d"
diff --git a/pyproject.toml b/pyproject.toml
index 993a6690..027518eb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,14 +10,14 @@ version = "0.1.0"
 [tool.poetry.dependencies]
 python = "^3.11"
 requests = "^2.31.0"
-pydantic = "^2.3.0"
+pydantic = "^2.4.2"
 
 [tool.poetry.group.dev.dependencies]
-mypy = "^1.5.1"
-types-requests = "^2.31.0.3"
+mypy = "^1.6.1"
+types-requests = "^2.31.0.10"
 python-dotenv = "^1.0.0"
-black = "^23.9.1"
-pylint = "^2.17.6"
+black = "^23.10.0"
+pylint = "^3.0.1"
 
 [build-system]
 build-backend = "poetry.core.masonry.api"