diff --git a/codestyle/spotbugs-exclude.xml b/codestyle/spotbugs-exclude.xml
index 9776e554b8e7..464ea99a2e63 100644
--- a/codestyle/spotbugs-exclude.xml
+++ b/codestyle/spotbugs-exclude.xml
@@ -81,8 +81,28 @@
             <Class name="org.apache.druid.msq.indexing.MSQWorkerTaskLauncher" />
         </And>
     </Match>
+    <Match>
+        <!-- unzip() drains and discards the rest of the stream (workaround for #6905); the read buffer is intentionally unused -->
+        <And>
+            <Bug pattern="NCR_NOT_PROPERLY_CHECKED_READ" />
+            <Class name="org.apache.druid.utils.CompressionUtils" />
+        </And>
+    </Match>
+    <Match>
+        <!-- notifyAll() wakes waiters after state is mutated under the same lock, either in the caller or via @GuardedBy concurrent structures -->
+        <And>
+            <Bug pattern="NN_NAKED_NOTIFY" />
+            <Or>
+                <Class name="org.apache.druid.indexing.overlord.hrtr.HttpRemoteTaskRunner" />
+                <Class name="org.apache.druid.metadata.segment.cache.HeapMemorySegmentMetadataCache" />
+            </Or>
+        </And>
+    </Match>
 
+    <Bug pattern="AT_NONATOMIC_64BIT_PRIMITIVE"/>
+    <Bug pattern="AT_NONATOMIC_OPERATIONS_ON_SHARED_VARIABLE"/>
     <Bug pattern="AT_OPERATION_SEQUENCE_ON_CONCURRENT_ABSTRACTION"/>
+    <Bug pattern="AT_STALE_THREAD_WRITE_OF_PRIMITIVE"/>
     <Bug pattern="BC_UNCONFIRMED_CAST"/>
     <Bug pattern="BIT_SIGNED_CHECK_HIGH_BIT"/>
     <Bug pattern="BX_UNBOXING_IMMEDIATELY_REBOXED"/>
@@ -100,6 +120,7 @@
     <Bug pattern="ES_COMPARING_PARAMETER_STRING_WITH_EQ"/>
     <Bug pattern="FE_FLOATING_POINT_EQUALITY"/>
     <Bug pattern="HE_EQUALS_USE_HASHCODE"/>
+    <Bug pattern="HSM_HIDING_METHOD"/>
     <Bug pattern="IA_AMBIGUOUS_INVOCATION_OF_INHERITED_OR_OUTER_METHOD"/>
     <Bug pattern="ICAST_IDIV_CAST_TO_DOUBLE"/>
     <Bug pattern="ICAST_INT_CAST_TO_DOUBLE_PASSED_TO_CEIL"/>
@@ -137,6 +158,10 @@
     <Bug pattern="SWL_SLEEP_WITH_LOCK_HELD"/>
     <Bug pattern="UL_UNRELEASED_LOCK_EXCEPTION_PATH"/>
     <Bug pattern="URF_UNREAD_FIELD"/>
+    <Bug pattern="USO_UNSAFE_ACCESSIBLE_OBJECT_SYNCHRONIZATION"/>
+    <Bug pattern="USO_UNSAFE_EXPOSED_OBJECT_SYNCHRONIZATION"/>
+    <Bug pattern="USO_UNSAFE_METHOD_SYNCHRONIZATION"/>
+    <Bug pattern="USO_UNSAFE_OBJECT_SYNCHRONIZATION"/>
     <Bug pattern="CT_CONSTRUCTOR_THROW"/>
     <Bug pattern="SING_SINGLETON_HAS_NONPRIVATE_CONSTRUCTOR"/>
     <Bug pattern="SING_SINGLETON_INDIRECTLY_IMPLEMENTS_CLONEABLE"/>
diff --git a/pom.xml b/pom.xml
index 0f5e45dc7d12..5c1cc4f72b24 100644
--- a/pom.xml
+++ b/pom.xml
@@ -1727,15 +1727,7 @@
             <plugin>
                 <groupId>com.github.spotbugs</groupId>
                 <artifactId>spotbugs-maven-plugin</artifactId>
-                <version>4.9.3.2</version>
-                <dependencies>
-                    <!-- overwrite dependency on spotbugs if you want to specify the version of spotbugs -->
-                    <dependency>
-                        <groupId>com.github.spotbugs</groupId>
-                        <artifactId>spotbugs</artifactId>
-                        <version>4.8.6</version>
-                    </dependency>
-                </dependencies>
+                <version>4.10.2.0</version>
                 <configuration>
                     <excludeFilterFile>codestyle/spotbugs-exclude.xml</excludeFilterFile>
                     <maxHeap>768</maxHeap>
diff --git a/processing/src/main/java/org/apache/druid/math/expr/Function.java b/processing/src/main/java/org/apache/druid/math/expr/Function.java
index 15f0efddd538..3dd9e61b5303 100644
--- a/processing/src/main/java/org/apache/druid/math/expr/Function.java
+++ b/processing/src/main/java/org/apache/druid/math/expr/Function.java
@@ -2172,7 +2172,6 @@ public String name()
       return "case_searched";
     }
 
-    @SuppressFBWarnings("IM_BAD_CHECK_FOR_ODD")
     @Override
     public ExprEval apply(final List<Expr> args, final Expr.ObjectBinding bindings)
     {
diff --git a/processing/src/main/java/org/apache/druid/segment/index/IndexedUtf8ValueIndexes.java b/processing/src/main/java/org/apache/druid/segment/index/IndexedUtf8ValueIndexes.java
index e0ca5f5780b8..8cb68d59596a 100644
--- a/processing/src/main/java/org/apache/druid/segment/index/IndexedUtf8ValueIndexes.java
+++ b/processing/src/main/java/org/apache/druid/segment/index/IndexedUtf8ValueIndexes.java
@@ -132,7 +132,6 @@ public BitmapColumnIndex forSortedValues(SortedSet<String> values)
     );
   }
 
-  @SuppressFBWarnings("NP_NONNULL_PARAM_VIOLATION")
   @Override
   public BitmapColumnIndex forSortedValuesUtf8(List<ByteBuffer> sortedValuesUtf8)
   {