diff --git a/util/secscan/analyzer.py b/util/secscan/analyzer.py
index 28352bdea..0558ba808 100644
--- a/util/secscan/analyzer.py
+++ b/util/secscan/analyzer.py
@@ -113,7 +113,7 @@ class LayerAnalyzer(object):
         if layer_data is not None:
           # Dispatch events for any detected vulnerabilities
           logger.debug('Got data for layer %s: %s', layer.id, layer_data)
-          found_features = layer_data['Layer']['Features']
+          found_features = layer_data['Layer'].get('Features', [])
           for repository_id in repository_map:
             tags = repository_map[repository_id]
 
@@ -121,7 +121,7 @@ class LayerAnalyzer(object):
               if 'Vulnerabilities' not in feature:
                 continue
 
-              for vulnerability in feature['Vulnerabilities']:
+              for vulnerability in feature.get('Vulnerabilities', []):
                 event_data = {
                   'tags': [tag.name for tag in tags],
                   'vulnerability': {