diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/ReplaceNullWithFalseInPredicate.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/ReplaceNullWithFalseInPredicate.scala
index ef3de4738c75c..698ece4f9e69f 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/ReplaceNullWithFalseInPredicate.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/ReplaceNullWithFalseInPredicate.scala
@@ -20,7 +20,7 @@ package org.apache.spark.sql.catalyst.optimizer
 import org.apache.spark.sql.catalyst.expressions.{And, ArrayExists, ArrayFilter, CaseWhen, Expression, If}
 import org.apache.spark.sql.catalyst.expressions.{LambdaFunction, Literal, MapFilter, Or}
 import org.apache.spark.sql.catalyst.expressions.Literal.FalseLiteral
-import org.apache.spark.sql.catalyst.plans.logical.{Filter, Join, LogicalPlan}
+import org.apache.spark.sql.catalyst.plans.logical.{DeleteFromTable, Filter, Join, LogicalPlan}
 import org.apache.spark.sql.catalyst.rules.Rule
 import org.apache.spark.sql.types.BooleanType
 import org.apache.spark.util.Utils
@@ -53,6 +53,7 @@ object ReplaceNullWithFalseInPredicate extends Rule[LogicalPlan] {
   def apply(plan: LogicalPlan): LogicalPlan = plan transform {
     case f @ Filter(cond, _) => f.copy(condition = replaceNullWithFalse(cond))
     case j @ Join(_, _, _, Some(cond), _) => j.copy(condition = Some(replaceNullWithFalse(cond)))
+    case d @ DeleteFromTable(_, Some(cond)) => d.copy(condition = Some(replaceNullWithFalse(cond)))
     case p: LogicalPlan => p transformExpressions {
       case i @ If(pred, _, _) => i.copy(predicate = replaceNullWithFalse(pred))
       case cw @ CaseWhen(branches, _) =>
diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/ReplaceNullWithFalseInPredicateSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/ReplaceNullWithFalseInPredicateSuite.scala
index eb52c5b74772c..6fc31c94e47eb 100644
--- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/ReplaceNullWithFalseInPredicateSuite.scala
+++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/ReplaceNullWithFalseInPredicateSuite.scala
@@ -24,7 +24,7 @@ import org.apache.spark.sql.catalyst.dsl.plans._
 import org.apache.spark.sql.catalyst.expressions.{And, ArrayExists, ArrayFilter, ArrayTransform, CaseWhen, Expression, GreaterThan, If, LambdaFunction, Literal, MapFilter, NamedExpression, Or, UnresolvedNamedLambdaVariable}
 import org.apache.spark.sql.catalyst.expressions.Literal.{FalseLiteral, TrueLiteral}
 import org.apache.spark.sql.catalyst.plans.{Inner, PlanTest}
-import org.apache.spark.sql.catalyst.plans.logical.{LocalRelation, LogicalPlan}
+import org.apache.spark.sql.catalyst.plans.logical.{DeleteFromTable, LocalRelation, LogicalPlan}
 import org.apache.spark.sql.catalyst.rules.RuleExecutor
 import org.apache.spark.sql.internal.SQLConf
 import org.apache.spark.sql.types.{BooleanType, IntegerType}
@@ -48,6 +48,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
   test("replace null inside filter and join conditions") {
     testFilter(originalCond = Literal(null, BooleanType), expectedCond = FalseLiteral)
     testJoin(originalCond = Literal(null, BooleanType), expectedCond = FalseLiteral)
+    testDelete(originalCond = Literal(null, BooleanType), expectedCond = FalseLiteral)
   }
 
   test("Not expected type - replaceNullWithFalse") {
@@ -64,6 +65,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
       Literal(null, BooleanType))
     testFilter(originalCond, expectedCond = FalseLiteral)
     testJoin(originalCond, expectedCond = FalseLiteral)
+    testDelete(originalCond, expectedCond = FalseLiteral)
   }
 
   test("replace nulls in nested expressions in branches of If") {
@@ -73,6 +75,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
       UnresolvedAttribute("b") && Literal(null, BooleanType))
     testFilter(originalCond, expectedCond = FalseLiteral)
     testJoin(originalCond, expectedCond = FalseLiteral)
+    testDelete(originalCond, expectedCond = FalseLiteral)
   }
 
   test("replace null in elseValue of CaseWhen") {
@@ -83,6 +86,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
     val expectedCond = CaseWhen(branches, FalseLiteral)
     testFilter(originalCond, expectedCond)
     testJoin(originalCond, expectedCond)
+    testDelete(originalCond, expectedCond)
   }
 
   test("replace null in branch values of CaseWhen") {
@@ -92,6 +96,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
     val originalCond = CaseWhen(branches, Literal(null))
     testFilter(originalCond, expectedCond = FalseLiteral)
     testJoin(originalCond, expectedCond = FalseLiteral)
+    testDelete(originalCond, expectedCond = FalseLiteral)
   }
 
   test("replace null in branches of If inside CaseWhen") {
@@ -108,6 +113,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
 
     testFilter(originalCond, expectedCond)
     testJoin(originalCond, expectedCond)
+    testDelete(originalCond, expectedCond)
   }
 
   test("replace null in complex CaseWhen expressions") {
@@ -127,6 +133,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
 
     testFilter(originalCond, expectedCond)
     testJoin(originalCond, expectedCond)
+    testDelete(originalCond, expectedCond)
   }
 
   test("replace null in Or") {
@@ -134,12 +141,14 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
     val expectedCond = UnresolvedAttribute("b")
     testFilter(originalCond, expectedCond)
     testJoin(originalCond, expectedCond)
+    testDelete(originalCond, expectedCond)
   }
 
   test("replace null in And") {
     val originalCond = And(UnresolvedAttribute("b"), Literal(null))
     testFilter(originalCond, expectedCond = FalseLiteral)
     testJoin(originalCond, expectedCond = FalseLiteral)
+    testDelete(originalCond, expectedCond = FalseLiteral)
   }
 
   test("replace nulls in nested And/Or expressions") {
@@ -148,6 +157,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
       Or(Literal(null), And(Literal(null), And(UnresolvedAttribute("b"), Literal(null)))))
     testFilter(originalCond, expectedCond = FalseLiteral)
     testJoin(originalCond, expectedCond = FalseLiteral)
+    testDelete(originalCond, expectedCond = FalseLiteral)
   }
 
   test("replace null in And inside branches of If") {
@@ -157,6 +167,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
       And(UnresolvedAttribute("b"), Literal(null, BooleanType)))
     testFilter(originalCond, expectedCond = FalseLiteral)
     testJoin(originalCond, expectedCond = FalseLiteral)
+    testDelete(originalCond, expectedCond = FalseLiteral)
   }
 
   test("replace null in branches of If inside And") {
@@ -168,6 +179,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
         And(FalseLiteral, UnresolvedAttribute("b"))))
     testFilter(originalCond, expectedCond = FalseLiteral)
     testJoin(originalCond, expectedCond = FalseLiteral)
+    testDelete(originalCond, expectedCond = FalseLiteral)
   }
 
   test("replace null in branches of If inside another If") {
@@ -177,6 +189,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
       Literal(null))
     testFilter(originalCond, expectedCond = FalseLiteral)
     testJoin(originalCond, expectedCond = FalseLiteral)
+    testDelete(originalCond, expectedCond = FalseLiteral)
   }
 
   test("replace null in CaseWhen inside another CaseWhen") {
@@ -184,6 +197,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
     val originalCond = CaseWhen(Seq(nestedCaseWhen -> TrueLiteral), Literal(null))
     testFilter(originalCond, expectedCond = FalseLiteral)
     testJoin(originalCond, expectedCond = FalseLiteral)
+    testDelete(originalCond, expectedCond = FalseLiteral)
   }
 
   test("inability to replace null in non-boolean branches of If") {
@@ -196,6 +210,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
       FalseLiteral)
     testFilter(originalCond = condition, expectedCond = condition)
     testJoin(originalCond = condition, expectedCond = condition)
+    testDelete(originalCond = condition, expectedCond = condition)
   }
 
   test("inability to replace null in non-boolean values of CaseWhen") {
@@ -210,6 +225,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
     val condition = CaseWhen(branches)
     testFilter(originalCond = condition, expectedCond = condition)
     testJoin(originalCond = condition, expectedCond = condition)
+    testDelete(originalCond = condition, expectedCond = condition)
   }
 
   test("inability to replace null in non-boolean branches of If inside another If") {
@@ -222,6 +238,7 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
       FalseLiteral)
     testFilter(originalCond = condition, expectedCond = condition)
     testJoin(originalCond = condition, expectedCond = condition)
+    testDelete(originalCond = condition, expectedCond = condition)
   }
 
   test("replace null in If used as a join condition") {
@@ -353,6 +370,10 @@ class ReplaceNullWithFalseInPredicateSuite extends PlanTest {
     test((rel, exp) => rel.select(exp), originalExpr, expectedExpr)
   }
 
+  private def testDelete(originalCond: Expression, expectedCond: Expression): Unit = {
+    test((rel, expr) => DeleteFromTable(rel, Some(expr)), originalCond, expectedCond)
+  }
+
   private def testHigherOrderFunc(
       argument: Expression,
       createExpr: (Expression, Expression) => Expression,