diff --git a/cves/2019/CVE-2019-12461.yaml b/cves/2019/CVE-2019-12461.yaml
index 3a433fd263..156fac2f58 100644
--- a/cves/2019/CVE-2019-12461.yaml
+++ b/cves/2019/CVE-2019-12461.yaml
@@ -4,11 +4,10 @@ info:
   name: WebPort 1.19.1 - Reflected Cross-Site Scripting
   author: pikpikcu
   severity: medium
+  description: Web Port 1.19.1 allows XSS via the /log type parameter.
   tags: cve,cve2019,xss
-
-# Vendor Homepage: https://webport.se/
-# Software Link: https://webport.se/nedladdningar/
-# reference: https://github.com/EmreOvunc/WebPort-v1.19.1-Reflected-XSS
+  reference: https://github.com/EmreOvunc/WebPort-v1.19.1-Reflected-XSS
+  software: https://webport.se/nedladdningar/
 
 requests:
   - method: GET
diff --git a/cves/2019/CVE-2019-15107.yaml b/cves/2019/CVE-2019-15107.yaml
index 4df3ba9d74..11a35ee741 100644
--- a/cves/2019/CVE-2019-15107.yaml
+++ b/cves/2019/CVE-2019-15107.yaml
@@ -4,6 +4,7 @@ info:
   name: Webmin <= 1.920 Unauhenticated Remote Command Execution
   author: bp0lr
   severity: high
+  description: An issue was discovered in Webmin <=1.920. The parameter old in password_change.cgi contains a command injection vulnerability.
   reference: https://pentest.com.tr/exploits/DEFCON-Webmin-1920-Unauthenticated-Remote-Command-Execution.html
   tags: cve,cve2019,webmin,rce
 
diff --git a/cves/2019/CVE-2019-3403.yaml b/cves/2019/CVE-2019-3403.yaml
index faba3bba21..e554d89a9c 100644
--- a/cves/2019/CVE-2019-3403.yaml
+++ b/cves/2019/CVE-2019-3403.yaml
@@ -5,7 +5,7 @@ info:
   author: Ganofins
   severity: medium
   description: The /rest/api/2/user/picker rest resource in Jira before version 7.13.3, from version 8.0.0 before version 8.0.4, and from version 8.1.0 before version 8.1.1 allows remote attackers to enumerate usernames via an incorrect authorisation check.
-  reference: https://nvd.nist.gov/vuln/detail/CVE-2019-3403
+  reference: https://jira.atlassian.com/browse/JRASERVER-69242
   tags: cve,cve2019,atlassian,jira
 
 requests:
diff --git a/cves/2020/CVE-2020-24550.yaml b/cves/2020/CVE-2020-24550.yaml
index 35313a9cc9..c85f31a04e 100644
--- a/cves/2020/CVE-2020-24550.yaml
+++ b/cves/2020/CVE-2020-24550.yaml
@@ -6,7 +6,7 @@ info:
   severity: medium
   description: An Open Redirect vulnerability in EpiServer Find before 13.2.7 allows an attacker to redirect users to untrusted websites via the _t_redirect parameter in a crafted URL, such as a /find_v2/_click URL.
   tags: cve,cve2020,redirect,episerver
-  reference: https://nvd.nist.gov/vuln/detail/CVE-2020-24550
+  reference: https://labs.nettitude.com/blog/cve-2020-24550-open-redirect-in-episerver-find/
 
 requests:
   - method: GET
diff --git a/cves/2021/CVE-2021-21402.yaml b/cves/2021/CVE-2021-21402.yaml
index 39669150e9..816303d5e5 100644
--- a/cves/2021/CVE-2021-21402.yaml
+++ b/cves/2021/CVE-2021-21402.yaml
@@ -1,7 +1,7 @@
 id: CVE-2021-21402
 
 info:
-  name: Jellyfin prior to 10.7.0 Unauthenticated Abritrary File Read
+  name: Jellyfin prior to 10.7.0 Unauthenticated Arbitrary File Read
   author: dwisiswant0
   severity: high
   description: |