diff --git a/clusters/botnet.json b/clusters/botnet.json
index ac9d202..dd9f867 100644
--- a/clusters/botnet.json
+++ b/clusters/botnet.json
@@ -1323,11 +1323,48 @@
             "estimative-language:likelihood-probability=\"likely\""
           ],
           "type": "variant-of"
+        },
+        {
+          "dest-uuid": "e878d24d-f122-48c4-930c-f6b6d5f0ee28",
+          "tags": [
+            "estimative-language:likelihood-probability=\"likely\""
+          ],
+          "type": "variant-of"
+        },
+        {
+          "dest-uuid": "421a3805-7741-4315-82c2-6c9aa30d0953",
+          "tags": [
+            "estimative-language:likelihood-probability=\"likely\""
+          ],
+          "type": "variant-of"
         }
       ],
       "uuid": "a5a067c9-c4d7-4f33-8e6f-01b903f89908",
       "value": "EnemyBot"
+    },
+    {
+      "description": "Discovered in 2008 and under constant development, with gaps in operational use in the wild; operators are occasionally known as GOLD LAGOON. Banking Trojan, steals financial data, browser information/hooks, keystrokes, credentials; described by CheckPoint as a “Swiss Army knife”. Known to leverage many other tools; for example, PowerShell and Mimikatz are used for self-propagation. Attempts obfuscation via legitimate process injection. Known to serve as a dropper for ProLock ransomware. Infection vectors are common, with malspam as the most frequent. Active in 2020 – two big campaigns, one from March to June, second Starting in July and ongoing, as part of latest Emotet campaign. Newer version appeared in August.",
+      "meta": {
+        "refs": [
+          "https://www.cisa.gov/sites/default/files/publications/202010221030_QakBot%20TLPWHITE.pdf"
+        ],
+        "synonyms": [
+          "QakBot",
+          "Pinkslipbot"
+        ]
+      },
+      "related": [
+        {
+          "dest-uuid": "c4417bfb-717f-48d9-bd56-bc9e85d07c19",
+          "tags": [
+            "estimative-language:likelihood-probability=\"likely\""
+          ],
+          "type": "dropped"
+        }
+      ],
+      "uuid": "421a3805-7741-4315-82c2-6c9aa30d0953",
+      "value": "Qbot"
     }
   ],
-  "version": 26
+  "version": 27
 }
diff --git a/clusters/ransomware.json b/clusters/ransomware.json
index 371526c..8abc7f5 100644
--- a/clusters/ransomware.json
+++ b/clusters/ransomware.json
@@ -2250,7 +2250,7 @@
           "https://id-ransomware.blogspot.co.il/2017/01/xcrypt-ransomware.html",
           "https://twitter.com/JakubKroustek/status/825790584971472902"
         ],
-        "synonyns": [
+        "synonyms": [
           "XCrypt"
         ]
       },
@@ -22140,6 +22140,15 @@
     },
     {
       "description": "ransomware",
+      "related": [
+        {
+          "dest-uuid": "421a3805-7741-4315-82c2-6c9aa30d0953",
+          "tags": [
+            "estimative-language:likelihood-probability=\"likely\""
+          ],
+          "type": "dropped-by"
+        }
+      ],
       "uuid": "c4417bfb-717f-48d9-bd56-bc9e85d07c19",
       "value": "ProLock"
     },
@@ -24568,5 +24577,5 @@
       "value": "Maui ransomware"
     }
   ],
-  "version": 104
+  "version": 105
 }