diff --git a/manage/_internal/IPython/extensions/tests/test_autoreload.py b/manage/_internal/IPython/extensions/tests/test_autoreload.py
index 89a4add3..d3af2576 100644
--- a/manage/_internal/IPython/extensions/tests/test_autoreload.py
+++ b/manage/_internal/IPython/extensions/tests/test_autoreload.py
@@ -19,7 +19,6 @@
 import tempfile
 import textwrap
 import shutil
-import random
 import time
 from io import StringIO
 from dataclasses import dataclass
@@ -31,6 +30,7 @@
 from IPython.extensions.autoreload import AutoreloadMagics
 from IPython.core.events import EventManager, pre_run_cell
 from IPython.testing.decorators import skipif_not_numpy
+import secrets
 
 if platform.python_implementation() == "PyPy":
     pytest.skip(
@@ -94,7 +94,7 @@ def tearDown(self):
         self.shell = None
 
     def get_module(self):
-        module_name = "tmpmod_" + "".join(random.sample(self.filename_chars, 20))
+        module_name = "tmpmod_" + "".join(secrets.SystemRandom().sample(self.filename_chars, 20))
         if module_name in sys.modules:
             del sys.modules[module_name]
         file_name = os.path.join(self.test_dir, module_name + ".py")
diff --git a/manage/_internal/astroid/brain/brain_random.py b/manage/_internal/astroid/brain/brain_random.py
index ef3beb7e..fc2a11dc 100644
--- a/manage/_internal/astroid/brain/brain_random.py
+++ b/manage/_internal/astroid/brain/brain_random.py
@@ -4,8 +4,6 @@
 
 from __future__ import annotations
 
-import random
-
 from astroid import helpers
 from astroid.context import InferenceContext
 from astroid.exceptions import UseInferenceDefault
@@ -21,6 +19,7 @@
     Set,
     Tuple,
 )
+import secrets
 
 ACCEPTED_ITERABLES_FOR_SAMPLE = (List, Set, Tuple)
 
@@ -63,7 +62,7 @@ def infer_random_sample(node, context: InferenceContext | None = None):
         raise UseInferenceDefault
 
     try:
-        elts = random.sample(inferred_sequence.elts, inferred_length.value)
+        elts = secrets.SystemRandom().sample(inferred_sequence.elts, inferred_length.value)
     except ValueError as exc:
         raise UseInferenceDefault from exc
 
diff --git a/manage/_internal/django/core/cache/backends/filebased.py b/manage/_internal/django/core/cache/backends/filebased.py
index 631da494..63d2cc23 100644
--- a/manage/_internal/django/core/cache/backends/filebased.py
+++ b/manage/_internal/django/core/cache/backends/filebased.py
@@ -2,7 +2,6 @@
 import glob
 import os
 import pickle
-import random
 import tempfile
 import time
 import zlib
@@ -11,6 +10,7 @@
 from django.core.files import locks
 from django.core.files.move import file_move_safe
 from django.utils.crypto import md5
+import secrets
 
 
 class FileBasedCache(BaseCache):
@@ -108,7 +108,7 @@ def _cull(self):
         if self._cull_frequency == 0:
             return self.clear()  # Clear the cache when CULL_FREQUENCY = 0
         # Delete a random selection of entries
-        filelist = random.sample(filelist, int(num_entries / self._cull_frequency))
+        filelist = secrets.SystemRandom().sample(filelist, int(num_entries / self._cull_frequency))
         for fname in filelist:
             self._delete(fname)
 
diff --git a/manage/_internal/django/core/cache/backends/redis.py b/manage/_internal/django/core/cache/backends/redis.py
index 99cdd594..23773002 100644
--- a/manage/_internal/django/core/cache/backends/redis.py
+++ b/manage/_internal/django/core/cache/backends/redis.py
@@ -1,12 +1,12 @@
 """Redis cache backend."""
 
 import pickle
-import random
 import re
 
 from django.core.cache.backends.base import DEFAULT_TIMEOUT, BaseCache
 from django.utils.functional import cached_property
 from django.utils.module_loading import import_string
+import secrets
 
 
 class RedisSerializer:
@@ -65,7 +65,7 @@ def _get_connection_pool_index(self, write):
         # otherwise read from the first server.
         if write or len(self._servers) == 1:
             return 0
-        return random.randint(1, len(self._servers) - 1)
+        return secrets.SystemRandom().randint(1, len(self._servers) - 1)
 
     def _get_connection_pool(self, write):
         index = self._get_connection_pool_index(write)
diff --git a/manage/_internal/django/template/defaultfilters.py b/manage/_internal/django/template/defaultfilters.py
index 46334791..61dc3fa3 100644
--- a/manage/_internal/django/template/defaultfilters.py
+++ b/manage/_internal/django/template/defaultfilters.py
@@ -1,5 +1,4 @@
 """Default variable filters."""
-import random as random_module
 import re
 import types
 from decimal import ROUND_HALF_UP, Context, Decimal, InvalidOperation
@@ -25,6 +24,7 @@
 
 from .base import VARIABLE_ATTRIBUTE_SEPARATOR
 from .library import Library
+import secrets
 
 register = Library()
 
@@ -620,7 +620,7 @@ def length_is(value, arg):
 @register.filter(is_safe=True)
 def random(value):
     """Return a random item from the list."""
-    return random_module.choice(value)
+    return secrets.choice(value)
 
 
 @register.filter("slice", is_safe=True)
diff --git a/manage/_internal/django/test/runner.py b/manage/_internal/django/test/runner.py
index c83e7bbf..82d55364 100644
--- a/manage/_internal/django/test/runner.py
+++ b/manage/_internal/django/test/runner.py
@@ -7,7 +7,6 @@
 import multiprocessing
 import os
 import pickle
-import random
 import sys
 import textwrap
 import unittest
@@ -29,6 +28,7 @@
 from django.utils.crypto import new_hash
 from django.utils.datastructures import OrderedSet
 from django.utils.deprecation import RemovedInDjango50Warning
+import secrets
 
 try:
     import ipdb as pdb
@@ -585,7 +585,7 @@ def _hash_text(cls, text):
     def __init__(self, seed=None):
         if seed is None:
             # Limit seeds to 10 digits for simpler output.
-            seed = random.randint(0, 10**10 - 1)
+            seed = secrets.SystemRandom().randint(0, 10**10 - 1)
             seed_source = "generated"
         else:
             seed_source = "given"
diff --git a/manage/_internal/django/utils/lorem_ipsum.py b/manage/_internal/django/utils/lorem_ipsum.py
index 5cbc4e5a..abf61bbd 100644
--- a/manage/_internal/django/utils/lorem_ipsum.py
+++ b/manage/_internal/django/utils/lorem_ipsum.py
@@ -1,8 +1,7 @@
 """
 Utility functions for generating "lorem ipsum" Latin text.
 """
-
-import random
+import secrets
 
 COMMON_P = (
     "Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod "
@@ -232,12 +231,12 @@ def sentence():
     # Determine the number of comma-separated sections and number of words in
     # each section for this sentence.
     sections = [
-        " ".join(random.sample(WORDS, random.randint(3, 12)))
-        for i in range(random.randint(1, 5))
+        " ".join(secrets.SystemRandom().sample(WORDS, secrets.SystemRandom().randint(3, 12)))
+        for i in range(secrets.SystemRandom().randint(1, 5))
     ]
     s = ", ".join(sections)
     # Convert to sentence case and add end punctuation.
-    return "%s%s%s" % (s[0].upper(), s[1:], random.choice("?."))
+    return "%s%s%s" % (s[0].upper(), s[1:], secrets.choice("?."))
 
 
 def paragraph():
@@ -246,7 +245,7 @@ def paragraph():
 
     The paragraph consists of between 1 and 4 sentences, inclusive.
     """
-    return " ".join(sentence() for i in range(random.randint(1, 4)))
+    return " ".join(sentence() for i in range(secrets.SystemRandom().randint(1, 4)))
 
 
 def paragraphs(count, common=True):
@@ -280,7 +279,7 @@ def words(count, common=True):
         while count > 0:
             c = min(count, len(WORDS))
             count -= c
-            word_list += random.sample(WORDS, c)
+            word_list += secrets.SystemRandom().sample(WORDS, c)
     else:
         word_list = word_list[:count]
     return " ".join(word_list)
diff --git a/manage/_internal/visualization/views.py b/manage/_internal/visualization/views.py
index 11f622bb..939a55b4 100644
--- a/manage/_internal/visualization/views.py
+++ b/manage/_internal/visualization/views.py
@@ -12,7 +12,6 @@
 import json
 import plotly.express as px
 import json
-import random
 from django.contrib import messages
 import os
 from django.core.files import File
@@ -22,7 +21,6 @@
 from django.contrib.sessions.models import Session
 from shapely.geometry import shape, Point
 import matplotlib.pyplot as plt
-import random
 import matplotlib.patches as mpatches
 import branca
 import colorsys
@@ -44,6 +42,7 @@
 import inspect
 from django.contrib.auth.decorators import login_required
 from app.json_serializable import json_to_geodataframe, json_to_dataframe, dataframe_to_json
+import secrets
 
 def preview_dataframe(df, limit=10):
     return df.head(limit)
@@ -300,9 +299,9 @@ def generate_dark_random_colors(num_colors):
     colors = []
     while len(colors) < num_colors:
         # Generate random HSL color with fixed saturation and lightness (to get darker colors)
-        h = random.randint(0, 360)
+        h = secrets.SystemRandom().randint(0, 360)
         s = 80  # Fixed saturation
-        l = random.randint(30, 50)  # Restricted lightness for darker colors
+        l = secrets.SystemRandom().randint(30, 50)  # Restricted lightness for darker colors
 
         # Convert HSL to RGB
         r, g, b = colorsys.hls_to_rgb(h / 360, l / 100, s / 100)
@@ -314,7 +313,7 @@ def generate_dark_random_colors(num_colors):
             colors.append(color)
 
     # Randomly shuffle the colors to get unique and random colors
-    random.shuffle(colors)
+    secrets.SystemRandom().shuffle(colors)
     return colors
 
 def format_popup_content(lat, lon, district, hover_data, size, dt_bin):
@@ -873,4 +872,4 @@ def save_forecasts_dataframe_to_db(request, df, name, filtered_by_val=[], period
 
     return HttpResponse("CSV file uploaded to the database successfully.")
 
-       
\ No newline at end of file
+       
diff --git a/visualization/views.py b/visualization/views.py
index 11f622bb..939a55b4 100644
--- a/visualization/views.py
+++ b/visualization/views.py
@@ -12,7 +12,6 @@
 import json
 import plotly.express as px
 import json
-import random
 from django.contrib import messages
 import os
 from django.core.files import File
@@ -22,7 +21,6 @@
 from django.contrib.sessions.models import Session
 from shapely.geometry import shape, Point
 import matplotlib.pyplot as plt
-import random
 import matplotlib.patches as mpatches
 import branca
 import colorsys
@@ -44,6 +42,7 @@
 import inspect
 from django.contrib.auth.decorators import login_required
 from app.json_serializable import json_to_geodataframe, json_to_dataframe, dataframe_to_json
+import secrets
 
 def preview_dataframe(df, limit=10):
     return df.head(limit)
@@ -300,9 +299,9 @@ def generate_dark_random_colors(num_colors):
     colors = []
     while len(colors) < num_colors:
         # Generate random HSL color with fixed saturation and lightness (to get darker colors)
-        h = random.randint(0, 360)
+        h = secrets.SystemRandom().randint(0, 360)
         s = 80  # Fixed saturation
-        l = random.randint(30, 50)  # Restricted lightness for darker colors
+        l = secrets.SystemRandom().randint(30, 50)  # Restricted lightness for darker colors
 
         # Convert HSL to RGB
         r, g, b = colorsys.hls_to_rgb(h / 360, l / 100, s / 100)
@@ -314,7 +313,7 @@ def generate_dark_random_colors(num_colors):
             colors.append(color)
 
     # Randomly shuffle the colors to get unique and random colors
-    random.shuffle(colors)
+    secrets.SystemRandom().shuffle(colors)
     return colors
 
 def format_popup_content(lat, lon, district, hover_data, size, dt_bin):
@@ -873,4 +872,4 @@ def save_forecasts_dataframe_to_db(request, df, name, filtered_by_val=[], period
 
     return HttpResponse("CSV file uploaded to the database successfully.")
 
-       
\ No newline at end of file
+