diff --git a/docker-compose/compose.fhir-server.yaml b/docker-compose/compose.fhir-server.yaml
index 321ac380..56363797 100644
--- a/docker-compose/compose.fhir-server.yaml
+++ b/docker-compose/compose.fhir-server.yaml
@@ -1,6 +1,6 @@
 services:
   fhir-server:
-    image: docker.io/hapiproject/hapi:v6.6.0
+    image: docker.io/hapiproject/hapi:v6.8.3
     restart: unless-stopped
     cap_drop:
       - ALL
@@ -35,7 +35,7 @@ services:
       - "8082:8080"
 
   fhir-db:
-    image: docker.io/library/postgres:15.3
+    image: docker.io/library/postgres:15.4
     restart: unless-stopped
     deploy:
       resources:
diff --git a/docker-compose/compose.full.yaml b/docker-compose/compose.full.yaml
index 16d7ac25..30373d58 100644
--- a/docker-compose/compose.full.yaml
+++ b/docker-compose/compose.full.yaml
@@ -1,6 +1,6 @@
 services:
   kafka:
-    image: docker.io/bitnami/kafka:3.5.1
+    image: docker.io/bitnami/kafka:3.6.0
     restart: unless-stopped
     cap_drop:
       - ALL
diff --git a/docker-compose/compose.pseudonymization.yaml b/docker-compose/compose.pseudonymization.yaml
index fb4ff7bc..b95c9596 100644
--- a/docker-compose/compose.pseudonymization.yaml
+++ b/docker-compose/compose.pseudonymization.yaml
@@ -1,6 +1,6 @@
 services:
   fhir-gateway:
-    image: ghcr.io/miracum/fhir-gateway:v3.12.2
+    image: ghcr.io/miracum/fhir-gateway:v3.12.6
     restart: unless-stopped
     cap_drop:
       - ALL
@@ -32,7 +32,7 @@ services:
       SERVICES_KAFKA_GENERATE_OUTPUT_TOPIC_REPLACE_WITH: "fhir.pseudonymized."
 
   fhir-pseudonymizer:
-    image: ghcr.io/miracum/fhir-pseudonymizer:v2.21.0
+    image: ghcr.io/miracum/fhir-pseudonymizer:v2.21.2
     restart: unless-stopped
     cap_drop:
       - ALL
diff --git a/docker-compose/datashield/compose.datashield.yaml b/docker-compose/datashield/compose.datashield.yaml
index 8c1cf892..d83eadb4 100644
--- a/docker-compose/datashield/compose.datashield.yaml
+++ b/docker-compose/datashield/compose.datashield.yaml
@@ -1,6 +1,6 @@
 services:
   opal:
-    image: docker.io/obiba/opal:4.6@sha256:0cff692fae7033789e65fb2661a2515d9cbb999e2e741a0a39b769e5c57dc343
+    image: docker.io/obiba/opal:4.6@sha256:79782ac5b921535bfcdee141b7045e978a1e983bef924324445db14159d47909
     restart: unless-stopped
     ipc: none
     security_opt:
@@ -32,7 +32,7 @@ services:
       - rock-2
 
   opal-db:
-    image: docker.io/library/postgres:16.0@sha256:1e90f8560705b0daccbd8eb25573627c8452fc9282496433aab1259ae4c85824
+    image: docker.io/library/postgres:16.0@sha256:a80d0c1b119cf3d6bab27f72782f16e47ab8534ced937fa813ec2ab26e1fd81e
     restart: unless-stopped
     ipc: private
     security_opt:
diff --git a/src/decompose_xmls/Dockerfile b/src/decompose_xmls/Dockerfile
index 2d3c515b..97b2420e 100644
--- a/src/decompose_xmls/Dockerfile
+++ b/src/decompose_xmls/Dockerfile
@@ -1,7 +1,7 @@
 # syntax=docker/dockerfile:1
 
 # Comments are provided throughout this file to help you get started.
-FROM docker.io/library/python:3.11.4-slim@sha256:36b544be6e796eb5caa0bf1ab75a17d2e20211cad7f66f04f6f5c9eeda930ef5 AS base
+FROM docker.io/library/python:3.12.0-slim@sha256:80571b64ab7b94950d49d413f074e1932b65f6f75e0c34747b40ea41889a2ca9 AS base
 ENV PYTHONDONTWRITEBYTECODE=1 \
     PYTHONUNBUFFERED=1
 WORKDIR /app
diff --git a/src/decompose_xmls/compose.yaml b/src/decompose_xmls/compose.yaml
index 4edc0eb1..f5e34c42 100644
--- a/src/decompose_xmls/compose.yaml
+++ b/src/decompose_xmls/compose.yaml
@@ -12,7 +12,7 @@ services:
       - ./output-obds-reports:/app/output-files
 
   kafka:
-    image: docker.io/bitnami/kafka:3.5.1
+    image: docker.io/bitnami/kafka:3.6.0
     restart: unless-stopped
     profiles:
       - kafka
diff --git a/src/obds_fhir_to_opal/Dockerfile b/src/obds_fhir_to_opal/Dockerfile
index f870083a..d584d1e0 100644
--- a/src/obds_fhir_to_opal/Dockerfile
+++ b/src/obds_fhir_to_opal/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.io/bitnami/spark:3.3.2@sha256:11ccd03367cadc0da48432e7636746e98a842324f590630f6d14299a40ff2ee4
+FROM docker.io/bitnami/spark:3.5.0@sha256:05f0fde8f040bad18e89061e54a4205734e95c1c287d9c980bcb9b588d079e09
 ENV SPARK_JARS_IVY="/home/spark/.ivy"
 WORKDIR /opt/bitnami/spark
 USER 0