diff --git a/src/main/java/org/dependencytrack/persistence/QueryManager.java b/src/main/java/org/dependencytrack/persistence/QueryManager.java
index c099017b9c..49bf3ca2be 100644
--- a/src/main/java/org/dependencytrack/persistence/QueryManager.java
+++ b/src/main/java/org/dependencytrack/persistence/QueryManager.java
@@ -841,6 +841,10 @@ void deleteFindingAttributions(Project project) {
         getVulnerabilityQueryManager().deleteFindingAttributions(project);
     }
 
+    public void reconcileFindingsForComponentAnalyzer(Component component, AnalyzerIdentity analyzerIdentity, Set<VulnIdAndSource> currentVulnIdAndSources) {
+        getVulnerabilityQueryManager().reconcileFindingsForComponentAnalyzer(component, analyzerIdentity, currentVulnIdAndSources);
+    }
+
     public List<VulnerableSoftware> reconcileVulnerableSoftware(final Vulnerability vulnerability,
                                                                 final List<VulnerableSoftware> vsListOld,
                                                                 final List<VulnerableSoftware> vsList,
diff --git a/src/main/java/org/dependencytrack/persistence/VulnerabilityQueryManager.java b/src/main/java/org/dependencytrack/persistence/VulnerabilityQueryManager.java
index 7aeee2d765..a3f94916e9 100644
--- a/src/main/java/org/dependencytrack/persistence/VulnerabilityQueryManager.java
+++ b/src/main/java/org/dependencytrack/persistence/VulnerabilityQueryManager.java
@@ -49,6 +49,7 @@
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Set;
 import java.util.UUID;
 import java.util.function.Function;
 import java.util.stream.Collectors;
@@ -297,6 +298,36 @@ void deleteFindingAttributions(Project project) {
         query.deletePersistentAll(project);
     }
 
+    /**
+     * Reconciles findings for a component from a specific analyzer by removing
+     * any FindingAttributions that are no longer reported by the analyzer.
+     *
+     * @param component the component to reconcile findings for
+     * @param analyzerIdentity the analyzer identity to scope reconciliation
+     * @param currentVulnIdAndSources the set of VulnIdAndSource reported by the latest scan
+     */
+    public void reconcileFindingsForComponentAnalyzer(Component component, AnalyzerIdentity analyzerIdentity, Set<VulnIdAndSource> currentVulnIdAndSources) {
+        runInTransaction(() -> {
+            final Query<FindingAttribution> query = pm.newQuery(FindingAttribution.class, "component == :component && analyzerIdentity == :analyzerIdentity");
+            final List<FindingAttribution> existing = (List<FindingAttribution>) query.execute(component, analyzerIdentity);
+            final Component persistentComponent = getObjectById(Component.class, component.getId());
+            boolean changed = false;
+            for (final FindingAttribution fa : existing) {
+                final Vulnerability vuln = getObjectById(Vulnerability.class, fa.getVulnerability().getId());
+                final VulnIdAndSource vid = new VulnIdAndSource(vuln.getVulnId(), vuln.getSource());
+                if (!currentVulnIdAndSources.contains(vid)) {
+                    persistentComponent.removeVulnerability(vuln);
+                    delete(fa);
+                    changed = true;
+                }
+            }
+            if (changed) {
+                persist(persistentComponent);
+            }
+        });
+    }
+
+
     /**
      * Determines if a Component is affected by a specific Vulnerability by checking
      * {@link Vulnerability#getSource()} and {@link Vulnerability#getVulnId()}.
diff --git a/src/main/java/org/dependencytrack/tasks/scanners/TrivyAnalysisTask.java b/src/main/java/org/dependencytrack/tasks/scanners/TrivyAnalysisTask.java
index f1752e8a76..cedcea40b0 100644
--- a/src/main/java/org/dependencytrack/tasks/scanners/TrivyAnalysisTask.java
+++ b/src/main/java/org/dependencytrack/tasks/scanners/TrivyAnalysisTask.java
@@ -46,6 +46,7 @@
 import org.dependencytrack.model.Component;
 import org.dependencytrack.model.ComponentProperty;
 import org.dependencytrack.model.ConfigPropertyConstants;
+import org.dependencytrack.model.VulnIdAndSource;
 import org.dependencytrack.model.Vulnerability;
 import org.dependencytrack.model.VulnerabilityAnalysisLevel;
 import org.dependencytrack.parser.trivy.TrivyParser;
@@ -71,9 +72,11 @@
 import java.util.Collection;
 import java.util.Collections;
 import java.util.HashMap;
+import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Optional;
+import java.util.Set;
 
 import static java.util.Objects.requireNonNullElseGet;
 import static org.dependencytrack.common.ConfigKey.TRIVY_RETRY_BACKOFF_INITIAL_DURATION_MS;
@@ -361,9 +364,10 @@ private void handleResults(final Map<String, Component> componentByPurl, final A
             }
         }
 
-        for (final Map.Entry<Component, List<trivy.proto.common.Vulnerability>> entry : vulnsByComponent.entrySet()) {
-            final Component component = entry.getKey();
-            final List<trivy.proto.common.Vulnerability> vulns = entry.getValue();
+        // Ensure we call handle() for all components that were submitted for analysis,
+        // even if Trivy reported no vulnerabilities for them (so reconciliation can remove stale findings).
+        for (final Component component : componentByPurl.values()) {
+            final List<trivy.proto.common.Vulnerability> vulns = vulnsByComponent.getOrDefault(component, Collections.emptyList());
             handle(component, vulns);
         }
     }
@@ -371,7 +375,7 @@ private void handleResults(final Map<String, Component> componentByPurl, final A
     private ArrayList<Result> analyzeBlob(final Collection<BlobInfo> blobs) {
         final var output = new ArrayList<Result>();
 
-        for (final BlobInfo info : blobs) {
+       for (final BlobInfo info : blobs) {
             final PutBlobRequest putBlobRequest = PutBlobRequest.newBuilder()
                     .setBlobInfo(info)
                     .setDiffId("sha256:" + DigestUtils.sha256Hex(java.util.UUID.randomUUID().toString()))
@@ -492,9 +496,13 @@ private void handle(final Component component, final Collection<trivy.proto.comm
             }
 
             boolean didCreateVulns = false;
+            final Set<VulnIdAndSource> reportedVulns = new HashSet<>();
             for (final trivy.proto.common.Vulnerability trivyVuln : trivyVulns) {
                 final Vulnerability parsedVulnerability = trivyParser.parse(trivyVuln);
 
+                // track reported vulnerabilities so we can reconcile stale findings
+                reportedVulns.add(new VulnIdAndSource(parsedVulnerability.getVulnId(), parsedVulnerability.getSource()));
+
                 Vulnerability vulnerability = qm.getVulnerabilityByVulnId(parsedVulnerability.getSource(), parsedVulnerability.getVulnId());
                 if (vulnerability == null) {
                     LOGGER.debug("Creating unavailable vulnerability:" + parsedVulnerability.getSource() + " - " + parsedVulnerability.getVulnId());
@@ -507,6 +515,9 @@ private void handle(final Component component, final Collection<trivy.proto.comm
                 qm.addVulnerability(vulnerability, persistentComponent, this.getAnalyzerIdentity());
             }
 
+            // Reconcile findings for this component and analyzer: remove any attributions not reported in this scan
+            qm.reconcileFindingsForComponentAnalyzer(persistentComponent, this.getAnalyzerIdentity(), reportedVulns);
+
             if (didCreateVulns) {
                 Event.dispatch(new IndexEvent(IndexEvent.Action.COMMIT, Vulnerability.class));
             }
diff --git a/src/test/java/org/dependencytrack/tasks/scanners/TrivyAnalysisTaskTest.java b/src/test/java/org/dependencytrack/tasks/scanners/TrivyAnalysisTaskTest.java
index e5fa00508b..9759df6456 100644
--- a/src/test/java/org/dependencytrack/tasks/scanners/TrivyAnalysisTaskTest.java
+++ b/src/test/java/org/dependencytrack/tasks/scanners/TrivyAnalysisTaskTest.java
@@ -490,6 +490,70 @@ void testAnalyzeRespectsConfiguredScanningOption() throws InvalidProtocolBufferE
         assertThat(scanRequest.getOptions().getPkgTypes(0)).isEqualTo("library");
     }
 
+    @Test
+    void testReconcilesAndRemovesStaleTrivyFindings() {
+        stubFor(post(urlPathEqualTo("/twirp/trivy.cache.v1.Cache/PutBlob"))
+                .willReturn(aResponse()
+                        .withStatus(200)
+                        .withHeader("Content-Type", "application/protobuf")));
+
+        stubFor(post(urlPathEqualTo("/twirp/trivy.scanner.v1.Scanner/Scan"))
+                .willReturn(aResponse()
+                        .withStatus(200)
+                        .withHeader("Content-Type", "application/protobuf")
+                        .withBody(ScanResponse.newBuilder()
+                                .addResults(Result.newBuilder()
+                                        .setClass_("lang-pkgs")
+                                        .setTarget("java")
+                                        .setType("jar")
+                                        .build())
+                                .build()
+                                .toByteArray())));
+
+        stubFor(post(urlPathEqualTo("/twirp/trivy.cache.v1.Cache/DeleteBlobs"))
+                .willReturn(aResponse()
+                        .withStatus(200)
+                        .withHeader("Content-Type", "application/json")));
+
+        var project = new Project();
+        project.setName("acme-app");
+        project = qm.createProject(project, null, false);
+
+        var component = new Component();
+        component.setProject(project);
+        component.setGroup("com.example");
+        component.setName("openssl-provider");
+        component.setVersion("3.5.4-1~deb13u1");
+        component.setPurl("pkg:maven/com.example/openssl-provider@3.5.4-1~deb13u1?foo=bar#baz");
+        component = qm.createComponent(component, false);
+
+        // previously Trivy reported CVE-2025-15467; create a vulnerability and attribute it to the component
+        var vuln = new Vulnerability();
+        vuln.setVulnId("CVE-2025-15467");
+        vuln.setSource(Vulnerability.Source.NVD.name());
+        vuln.setTitle("reverted vuln");
+        vuln = qm.createVulnerability(vuln, false);
+
+        qm.addVulnerability(vuln, component, org.dependencytrack.tasks.scanners.AnalyzerIdentity.TRIVY_ANALYZER);
+
+        assertThat(qm.getAllVulnerabilities(component)).hasSize(1);
+
+        // run analysis again; Trivy reports no vulnerabilities for this component
+        new TrivyAnalysisTask().inform(new TrivyAnalysisEvent(
+                List.of(component), VulnerabilityAnalysisLevel.BOM_UPLOAD_ANALYSIS));
+
+        // stale finding should be removed
+        assertThat(qm.getAllVulnerabilities(component)).isEmpty();
+
+        assertThat(NOTIFICATIONS).satisfiesExactly(
+                notification ->
+                        assertThat(notification.getGroup()).isEqualTo(NotificationGroup.PROJECT_CREATED.name())
+        );
+        verify(postRequestedFor(urlPathEqualTo("/twirp/trivy.cache.v1.Cache/PutBlob")));
+        verify(postRequestedFor(urlPathEqualTo("/twirp/trivy.scanner.v1.Scanner/Scan")));
+        verify(postRequestedFor(urlPathEqualTo("/twirp/trivy.cache.v1.Cache/DeleteBlobs")));
+    }
+
     private static final ConcurrentLinkedQueue<Notification> NOTIFICATIONS = new ConcurrentLinkedQueue<>();
 
     public static class NotificationSubscriber implements Subscriber {