diff --git a/2020/15xxx/CVE-2020-15309.json b/2020/15xxx/CVE-2020-15309.json
index 0778f8bdd2a..19d027a1a31 100644
--- a/2020/15xxx/CVE-2020-15309.json
+++ b/2020/15xxx/CVE-2020-15309.json
@@ -56,6 +56,11 @@
                 "refsource": "CONFIRM",
                 "name": "https://github.com/wolfSSL/wolfssl/releases/tag/v4.5.0-stable",
                 "url": "https://github.com/wolfSSL/wolfssl/releases/tag/v4.5.0-stable"
+            },
+            {
+                "refsource": "MISC",
+                "name": "https://arxiv.org/abs/2008.12188",
+                "url": "https://arxiv.org/abs/2008.12188"
             }
         ]
     }
diff --git a/2020/27xxx/CVE-2020-27981.json b/2020/27xxx/CVE-2020-27981.json
index 804b3170615..1fbab816b07 100644
--- a/2020/27xxx/CVE-2020-27981.json
+++ b/2020/27xxx/CVE-2020-27981.json
@@ -1,17 +1,66 @@
 {
-    "data_type": "CVE",
-    "data_format": "MITRE",
-    "data_version": "4.0",
     "CVE_data_meta": {
-        "ID": "CVE-2020-27981",
         "ASSIGNER": "cve@mitre.org",
-        "STATE": "RESERVED"
+        "ID": "CVE-2020-27981",
+        "STATE": "PUBLIC"
     },
+    "affects": {
+        "vendor": {
+            "vendor_data": [
+                {
+                    "product": {
+                        "product_data": [
+                            {
+                                "product_name": "n/a",
+                                "version": {
+                                    "version_data": [
+                                        {
+                                            "version_value": "n/a"
+                                        }
+                                    ]
+                                }
+                            }
+                        ]
+                    },
+                    "vendor_name": "n/a"
+                }
+            ]
+        }
+    },
+    "data_format": "MITRE",
+    "data_type": "CVE",
+    "data_version": "4.0",
     "description": {
         "description_data": [
             {
                 "lang": "eng",
-                "value": "** RESERVED ** This candidate has been reserved by an organization or individual that will use it when announcing a new security problem. When the candidate has been publicized, the details for this candidate will be provided."
+                "value": "An XSS vulnerability in the auto-complete function of the description field (for new or edited transactions) in Firefly III before 5.4.5 allows the user to execute JavaScript via suggested transaction titles. NOTE: this is exploitable only in a non-default configuration where Content Security Policy headers are disabled."
+            }
+        ]
+    },
+    "problemtype": {
+        "problemtype_data": [
+            {
+                "description": [
+                    {
+                        "lang": "eng",
+                        "value": "n/a"
+                    }
+                ]
+            }
+        ]
+    },
+    "references": {
+        "reference_data": [
+            {
+                "url": "https://github.com/firefly-iii/firefly-iii/issues/3990",
+                "refsource": "MISC",
+                "name": "https://github.com/firefly-iii/firefly-iii/issues/3990"
+            },
+            {
+                "url": "https://github.com/firefly-iii/firefly-iii/compare/5.4.4...5.4.5",
+                "refsource": "MISC",
+                "name": "https://github.com/firefly-iii/firefly-iii/compare/5.4.4...5.4.5"
             }
         ]
     }