VLAI: A RoBERTa-Based Model for Automated Vulnerability Severity Classification
Paper • 2507.03607 • Published • 9
Datasets:
id stringlengths 12 45 | title stringlengths 0 256 ⌀ | description stringlengths 3 202k | cpes listlengths 0 5.42k | cvss_v4_0 float64 0 10 ⌀ | cvss_v3_1 float64 0 10 ⌀ | cvss_v3_0 float64 0 10 ⌀ | cvss_v2_0 float64 0 10 ⌀ | patch_commit_url stringlengths 30 232 ⌀ | source stringclasses 6
values | cvss_v3_1_v3_combined float64 0 10 | severity_band stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|
CVE-2023-36663 | it-novum openITCOCKPIT (aka open IT COCKPIT) 4.6.4 before 4.6.5 allows SQL Injection (by authenticated users) via the sort parameter of the API interface. | [
"cpe:2.3:a:it-novum:openitcockpit:4.6.4:*:*:*:*:*:*:*"
] | null | 8.8 | null | null | null | cvelistv5 | 8.8 | high | |
GHSA-98wm-8p8c-3m49 | MyBuilder Clone 1.0 allows SQL Injection via the phpsqlsearch_genxml.php subcategory parameter. | [] | null | null | 9.8 | null | null | github | 9.8 | critical | |
CVE-2022-31140 | Valinor error messages leading to potential data exfiltration | Valinor is a PHP library that helps to map any input into a strongly-typed value object structure. Prior to version 0.12.0, Valinor can use `Throwable#getMessage()` when it should not have permission to do so. This is a problem with cases such as an SQL exception showing an SQL snippet, a database connection exception ... | [
"cpe:2.3:a:cuyz:valinor:*:*:*:*:*:*:*:*"
] | null | 7.5 | null | null | null | cvelistv5 | 7.5 | high |
CVE-2022-48321 | SSRF in agent-receiver API | Limited Server-Side Request Forgery (SSRF) in agent-receiver in Tribe29's Checkmk <= 2.1.0p11 allows an attacker to communicate with local network restricted endpoints by use of the host registration API. | [
"cpe:2.3:a:checkmk:checkmk:2.1.0:-:*:*:*:*:*:*",
"cpe:2.3:a:checkmk:checkmk:2.1.0:b1:*:*:*:*:*:*",
"cpe:2.3:a:checkmk:checkmk:2.1.0:b2:*:*:*:*:*:*",
"cpe:2.3:a:checkmk:checkmk:2.1.0:b3:*:*:*:*:*:*",
"cpe:2.3:a:checkmk:checkmk:2.1.0:b4:*:*:*:*:*:*",
"cpe:2.3:a:checkmk:checkmk:2.1.0:b5:*:*:*:*:*:*",
"cpe:... | null | 6.8 | null | null | null | cvelistv5 | 6.8 | medium |
RHSA-2025:8183 | Red Hat Security Advisory: gstreamer1-plugins-bad-free security update | gstreamer1-plugins-bad-free: mingw-gstreamer1-plugins-bad-free: GStreamer H265 Codec Parsing Stack-based Buffer Overflow Remote Code Execution Vulnerability | [
"cpe:/a:redhat:enterprise_linux:9::appstream",
"cpe:/a:redhat:enterprise_linux:9::crb"
] | null | 8.8 | null | null | null | csaf_redhat | 8.8 | high |
CVE-2021-42544 | Lack of Rate limiting in Authentication in TopEase | Missing Rate Limiting in Web Applications operating on Business-DNA Solutions GmbH’s TopEase® Platform Version <= 7.1.27 on the Login Form allows an unauthenticated remote attacker to perform multiple login attempts, which facilitates gaining privileges. | [
"cpe:2.3:a:businessdnasolutions:topease:*:*:*:*:*:*:*:*"
] | null | 7.5 | null | null | null | cvelistv5 | 7.5 | high |
GHSA-gcv3-5v9q-fmhh | Froxlor has an authorization bypass in FTP shell assignment via missing server-side `available_shells` enforcement | SummaryFroxlor 2.3.6 lets administrators configure `system.available_shells` as the approved shell list that customers may assign to FTP users. However, the server-side FTP account handlers do not enforce that whitelist when processing add or edit requests.As a result, an authenticated customer with shell delegation en... | [] | 8.6 | 8.8 | null | null | null | github | 8.8 | high |
RHSA-2025:15062 | Red Hat Security Advisory: postgresql:15 security update | postgresql: PostgreSQL optimizer statistics can expose sampled data within a view, partition, or child table postgresql: PostgreSQL code execution in restore operation postgresql: PostgreSQL executes arbitrary code in restore operation | [
"cpe:/a:redhat:rhel_e4s:9.2::appstream"
] | null | 8.8 | null | null | null | csaf_redhat | 8.8 | high |
GHSA-5qh3-hxx9-w26p | Jenkins OWASP ZAP Plugin 1.0.7 and earlier performs build operations on the Jenkins controller rather than the assigned agent, allowing attackers with Item/Configure permission to execute arbitrary code on the Jenkins controller. | [] | null | 8.8 | null | null | null | github | 8.8 | high | |
GHSA-hfh9-qj8m-jffj | Mitigation bypass in the DOM: Security component. This vulnerability was fixed in Firefox 152, Firefox ESR 140.12, and Firefox ESR 115.37. | [] | null | 6.5 | null | null | null | github | 6.5 | medium | |
CVE-2020-25379 | Wordpress Plugin Store / Mike Rooijackers Recall Products V0.8 fails to sanitize input from the 'Manufacturer[]' parameter which allows an authenticated attacker to inject a malicious SQL query. | [
"cpe:2.3:a:recall-products_project:recall-products:0.8:*:*:*:*:wordpress:*:*"
] | null | 8.8 | null | 6.5 | null | cvelistv5 | 8.8 | high | |
GHSA-g23w-pc29-375j | CAI Content Credentials is affected by an Untrusted Search Path vulnerability that could result in arbitrary code execution in the context of the current user. Exploit depends on conditions beyond the attacker's control. Exploitation of this issue requires user interaction in that a victim must visit a maliciously craf... | [] | null | 7.4 | null | null | null | github | 7.4 | high | |
GHSA-rxq7-6cq4-rm79 | A vulnerability has been found in Edimax EW-7478APC 1.04. Affected by this issue is the function stainfo of the file /goform/stainfo. The manipulation of the argument interface leads to command injection. It is possible to initiate the attack remotely. The exploit has been disclosed to the public and may be used. The v... | [] | 2.1 | 7.4 | null | null | null | github | 7.4 | high | |
CVE-2026-65540 | WordPress Popup for CF7 with Sweet Alert plugin <= 1.6.5 - Cross Site Request Forgery (CSRF) vulnerability | Unauthenticated Cross Site Request Forgery (CSRF) in Popup for CF7 with Sweet Alert <= 1.6.5 versions. | [] | null | 7.1 | null | null | null | cvelistv5 | 7.1 | high |
CVE-2025-30693 | Vulnerability in the MySQL Server product of Oracle MySQL (component: InnoDB). Supported versions that are affected are 8.0.0-8.0.41, 8.4.0-8.4.4 and 9.0.0-9.2.0. Easily exploitable vulnerability allows high privileged attacker with network access via multiple protocols to compromise MySQL Server. Successful attacks... | [] | null | 5.5 | null | null | null | cvelistv5 | 5.5 | medium | |
GHSA-fmp7-6783-4ggp | The CRUDDIY project is vulnerable to shell command injection via sending a crafted POST request to the application server.
The exploitation risk is limited since CRUDDIY is meant to be launched locally. Nevertheless, a user with the project running on their computer might visit a website which would send such a malici... | [] | null | 8.8 | null | null | null | github | 8.8 | high | |
CVE-2022-47119 | Tenda A15 V15.13.07.13 was discovered to contain a stack overflow via the ssid parameter at /goform/WifiBasicSet. | [
"cpe:2.3:o:tenda:a15_firmware:15.13.07.13:*:*:*:*:*:*:*",
"cpe:2.3:h:tenda:a15:-:*:*:*:*:*:*:*"
] | null | 9.8 | null | null | null | cvelistv5 | 9.8 | critical | |
GHSA-5387-2p2x-h6ff | Guardian language-system passes the id GET parameter directly into an unsanitized SQL query in text_file.php (line 17): SELECT id, filename, extension, type, duration, owner, private FROM files where id = '\".$_GET['id'].\"'. An authenticated attacker can perform error-based SQL injection to extract database contents. | [] | 9.3 | 9.8 | null | null | null | github | 9.8 | critical | |
GHSA-cm9h-vv4m-6mwp | The "Community State Bank - Lamar Mobile Banking" by Community State Bank - Lamar app 3.0.3 -- aka community-state-bank-lamar-mobile-banking/id1083927885 for iOS does not verify X.509 certificates from SSL servers, which allows man-in-the-middle attackers to spoof servers and obtain sensitive information via a crafted ... | [] | null | 5.9 | null | null | null | github | 5.9 | medium | |
CVE-2019-4447 | IBM DB2 High Performance Unload load for LUW 6.1, 6.1.0.1, 6.1.0.1 IF1, 6.1.0.2, 6.1.0.2 IF1, and 6.1.0.1 IF2 db2hpum_debug is a setuid root binary which trusts the PATH environment variable. A low privileged user can execute arbitrary commands as root by altering the PATH variable to point to a user controlled locatio... | [
"cpe:2.3:a:ibm:db2_high_performance_unload_load:6.1:*:*:*:*:*:*:*",
"cpe:2.3:a:ibm:db2_high_performance_unload_load:6.1.0.1:*:*:*:*:*:*:*",
"cpe:2.3:a:ibm:db2_high_performance_unload_load:6.1.0.1:if1:*:*:*:*:*:*",
"cpe:2.3:a:ibm:db2_high_performance_unload_load:6.1.0.1:if2:*:*:*:*:*:*",
"cpe:2.3:a:ibm:db2_h... | null | null | 8.4 | null | null | cvelistv5 | 8.4 | high | |
CVE-2017-14231 | GeniXCMS before 1.1.0 allows remote attackers to cause a denial of service (account blockage) by leveraging the mishandling of certain username substring relationships, such as the admin<script> username versus the admin username, related to register.php, User.class.php, and Type.class.php. | [
"cpe:2.3:a:genixcms:genixcms:*:*:*:*:*:*:*:*"
] | null | null | 5.3 | 5 | null | cvelistv5 | 5.3 | medium | |
GHSA-2qmc-ch65-q9cm | In some circumstances, when DNSdist is configured to use the nghttp2 library to process incoming DNS over HTTPS queries, an attacker might be able to cause a denial of service by crafting a DoH exchange that triggers an unbounded I/O read loop, causing an unexpected consumption of CPU resources. | [] | null | 3.7 | null | null | null | github | 3.7 | low | |
GHSA-929x-9pm6-c6cr | Windows Cryptographic Services Information Disclosure Vulnerability | [] | null | 5.5 | null | null | null | github | 5.5 | medium | |
CVE-2026-2492 | TensorFlow HDF5 Library Uncontrolled Search Path Element Local Privilege Escalation Vulnerability | TensorFlow HDF5 Library Uncontrolled Search Path Element Local Privilege Escalation Vulnerability. This vulnerability allows local attackers to escalate privileges on affected installations of TensorFlow. An attacker must first obtain the ability to execute low-privileged code on the target system in order to exploit t... | [] | null | null | 7 | null | null | cvelistv5 | 7 | high |
CVE-2016-10615 | curses is bindings for the native curses library, a full featured console IO library. curses downloads binary resources over HTTP, which leaves it vulnerable to MITM attacks. It may be possible to cause remote code execution (RCE) by swapping out the requested binary with an attacker controlled binary if the attacker i... | [
"cpe:2.3:a:curses_project:curses:*:*:*:*:*:node.js:*:*"
] | null | null | 8.1 | 9.3 | null | cvelistv5 | 8.1 | high | |
GHSA-4jjj-cm7q-v6hr | Jenkins Diagnostic page exposed session cookies | Jenkins shows various technical details about the current user on the `/whoAmI` page. In [a previous fix](https://www.jenkins.io/security/advisory/2019-09-25/#SECURITY-1505), the `Cookie` header value containing the HTTP session ID was redacted. However, user metadata shown on this page could also include the HTTP sess... | [] | null | 5.4 | null | null | null | github | 5.4 | medium |
GHSA-c9h5-c8wm-8m25 | in OpenHarmony v5.0.2 and prior versions allow a local attacker arbitrary code execution in pre-installed apps through integer overflow. | [] | null | 6.5 | null | null | null | github | 6.5 | medium | |
RHSA-2020:3901 | Red Hat Security Advisory: libpng security update | libpng: does not check length of chunks against user limit | [
"cpe:/o:redhat:enterprise_linux:7::client",
"cpe:/o:redhat:enterprise_linux:7::computenode",
"cpe:/o:redhat:enterprise_linux:7::server",
"cpe:/o:redhat:enterprise_linux:7::workstation"
] | null | null | 3.7 | null | null | csaf_redhat | 3.7 | low |
GHSA-rqrq-62q7-xjm8 | Inappropriate implementation in Filesystems in Google Chrome prior to 139.0.7258.66 allowed a remote attacker to perform UI spoofing via a crafted HTML page. (Chromium security severity: Low) | [] | null | 4.3 | null | null | null | github | 4.3 | medium | |
CVE-2024-56946 | Denial of service in DNS-over-QUIC in Technitium DNS Server <= v13.2.2 allows remote attackers to permanently stop the server from accepting new DNS-over-QUIC connections by triggering unhandled exceptions in listener threads. | [] | null | 5.3 | null | null | null | cvelistv5 | 5.3 | medium | |
GHSA-593x-hf83-hmrv | A weakness has been identified in Nothings stb up to 2.30. This impacts the function stbi__load_gif_main of the file stb_image.h of the component Multi-frame GIF File Handler. This manipulation causes double free. The attack requires local access. The exploit has been made available to the public and could be used for ... | [] | 1.9 | 5.3 | null | null | null | github | 5.3 | medium | |
CVE-2025-24088 | The issue was addressed by adding additional logic. This issue is fixed in macOS Tahoe 26. An app may be able to override MDM-enforced settings from profiles. | [] | null | 7.5 | null | null | null | cvelistv5 | 7.5 | high | |
GHSA-6m9g-cw25-j9jc | Deserialization of untrusted data in Ivanti EPM before the 2024 January-2025 Security Update and 2022 SU6 January-2025 Security Update allows a remote unauthenticated attacker to achieve remote code execution. Local user interaction is required. | [] | null | 7.8 | null | null | null | github | 7.8 | high | |
ICSA-19-232-01 | Zebra Industrial Printers | Zebra printers are shipped with unrestricted end-user access to front panel options. If the option to use a passcode to limit the functionality of the front panel is applied, specially crafted packets could be sent over the same network to a port on the printer and the printer will respond with an array of information ... | [] | null | null | 5.3 | null | null | csaf_cisa | 5.3 | medium |
GHSA-ffg3-vmf8-h87g | Authentication Bypass
vulnerability in Hitachi Ops Center Analyzer on Linux, 64 bit (Hitachi Ops Center Analyzer detail view component), Hitachi Infrastructure Analytics Advisor on Linux, 64 bit (Hitachi Data Center Analyticscomponent).This issue affects Hitachi Ops Center Analyzer: from 10.0.0-00 before 11.0.3-00; Hit... | [] | null | 9.4 | null | null | null | github | 9.4 | critical | |
GHSA-fchr-h2rx-xx6p | An issue in OSSRS SRS (Simple Realtime Server) <v5.0.213 allows a remote attacker to execute arbitrary code via RTMP publish authorization, vhost-level security configuration (security.enabled), SrsSecurity::check(), trunk/src/app/srs_app_security.cpp, and SRS RTMP listener components | [] | null | 9.8 | null | null | null | github | 9.8 | critical | |
CVE-2019-1010043 | Quake3e < 5ed740d is affected by: Buffer Overflow. The impact is: Possible code execution and denial of service. The component is: Argument string creation. | [
"cpe:2.3:a:quake3e_project:quake3e:-:*:*:*:*:*:*:*"
] | null | null | 9.8 | 7.5 | null | cvelistv5 | 9.8 | critical | |
GHSA-2xr3-fxm9-q75h | Windows Cloud Files Mini Filter Driver Elevation of Privilege Vulnerability | [] | null | 7.8 | null | null | null | github | 7.8 | high | |
CVE-2025-36160 | IBM Concert Information Disclosure | IBM Concert 1.0.0 through 2.0.0 could disclose sensitive server information from HTTP response headers that could aid in further attacks against the system. | [
"cpe:2.3:a:ibm:concert:1.0.0:*:*:*:*:*:*:*",
"cpe:2.3:a:ibm:concert:2.0.0:*:*:*:*:*:*:*"
] | null | 5.3 | null | null | null | cvelistv5 | 5.3 | medium |
GHSA-v8mv-whpr-g2g8 | The SpliceImage function in MagickCore/transform.c in ImageMagick before 6.9.2-4 allows remote attackers to cause a denial of service (application crash) via a crafted png file. | [] | null | null | 5.5 | null | null | github | 5.5 | medium | |
GHSA-997c-fj8j-rq5h | Arbitrary Code Execution | Docker 1.3.2 allows remote attackers to execute arbitrary code with root privileges via a crafted (1) image or (2) build in a Dockerfile in an LZMA (.xz) archive, related to the chroot for archive extraction. | [] | null | 9.8 | null | null | null | github | 9.8 | critical |
CVE-2024-29805 | WordPress Shipping with Venipak for WooCommerce plugin <= 1.19.5 - Reflected Cross Site Scripting (XSS) vulnerability | Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting') vulnerability in ShopUp Shipping with Venipak for WooCommerce allows Reflected XSS.This issue affects Shipping with Venipak for WooCommerce: from n/a through 1.19.5. | [] | null | 7.1 | null | null | null | cvelistv5 | 7.1 | high |
CVE-2018-6081 | XSS vulnerabilities in Interstitials in Google Chrome prior to 65.0.3325.146 allowed an attacker who convinced a user to install a malicious extension or open Developer Console to inject arbitrary scripts or HTML via a crafted HTML page. | [
"cpe:2.3:a:google:chrome:*:*:*:*:*:*:*:*",
"cpe:2.3:o:redhat:linux_desktop:6.0:*:*:*:*:*:*:*",
"cpe:2.3:o:redhat:linux_server:6.0:*:*:*:*:*:*:*",
"cpe:2.3:o:redhat:linux_workstation:6.0:*:*:*:*:*:*:*",
"cpe:2.3:o:debian:debian_linux:9.0:*:*:*:*:*:*:*"
] | null | null | 6.1 | 4.3 | null | cvelistv5 | 6.1 | medium | |
CVE-2017-18424 | In cPanel before 66.0.2, the Apache HTTP Server configuration file is changed to world-readable when rebuilt (SEC-274). | [
"cpe:2.3:a:cpanel:cpanel:*:*:*:*:*:*:*:*"
] | null | null | 3.3 | 2.1 | null | cvelistv5 | 3.3 | low | |
GHSA-f6rh-87g8-9p7h | An issue was discovered in Joomla! before 3.9.2. Inadequate checks of the Global Configuration Text Filter settings allowed stored XSS. | [] | null | null | 4.8 | null | null | github | 4.8 | medium | |
CVE-2026-2055 | D-Link DIR-605L/DIR-619L DHCP Client Information information disclosure | A weakness has been identified in D-Link DIR-605L and DIR-619L 2.06B01/2.13B01. The affected element is an unknown function of the component DHCP Client Information Handler. Executing a manipulation can lead to information disclosure. The attack may be launched remotely. The exploit has been made available to the publi... | [] | 6.9 | 5.3 | 5.3 | 5 | null | cvelistv5 | 5.3 | medium |
GHSA-m4rm-x2rr-357w | Jenkins Bitbucket Branch Source Plugin has incorrect trust policy behavior for pull requests | In Jenkins Bitbucket Branch Source Plugin 866.vdea_7dcd3008e and earlier, except 848.850.v6a_a_2a_234a_c81, when discovering pull requests from forks, the trust policy "Forks in the same account" allows changes to Jenkinsfiles from users without write access to the project when using Bitbucket Server. | [] | null | 6.3 | null | null | null | github | 6.3 | medium |
GHSA-jr97-4vpm-mh7x | NVIDIA GPU Display Driver for Windows and Linux contains a vulnerability in the kernel mode layer handler, where an out-of-bounds access may lead to denial of service or data tampering. | [] | null | 7.1 | null | null | null | github | 7.1 | high | |
GHSA-hrvg-gx3j-wh53 | Duplicate Advisory: Open Babel has out-of-bounds write in MOPAC translationVectors[] (UNIT CELL TRANSLATION) | Duplicate AdvisoryThis advisory has been withdrawn because it is a duplicate of GHSA-55f6-pf8r-c2f4. This link is maintained to preserve external references.Original DescriptionMultiple out-of-bounds write vulnerabilities exist in the translationVectors parsing functionality in multiple supported formats of Open Babel ... | [] | null | 9.8 | null | null | null | github | 9.8 | critical |
CVE-2024-55635 | Drupal core - Critical - Cross Site Scripting - SA-CORE-2024-005 | Improper Neutralization of Input During Web Page Generation (XSS or 'Cross-site Scripting') vulnerability in Drupal Core allows Cross-Site Scripting (XSS).This issue affects Drupal Core: from 7.0 before 7.102. | [] | null | 6.1 | null | null | null | cvelistv5 | 6.1 | medium |
GHSA-vpv7-qgw2-qqmp | A vulnerability was determined in SourceCodester Pet Grooming Management Software 1.0. Affected by this issue is some unknown functionality of the file /admin/edit_role.php. Executing manipulation of the argument ID can lead to sql injection. It is possible to launch the attack remotely. The exploit has been publicly d... | [] | 5.5 | 7.3 | null | null | null | github | 7.3 | high | |
CVE-2023-51693 | WordPress Themify Icons Plugin <= 2.0.1 is vulnerable to Cross Site Scripting (XSS) | Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting') vulnerability in Themify Icons allows Stored XSS.This issue affects Themify Icons: from n/a through 2.0.1. | [
"cpe:2.3:a:themify:icons:*:*:*:*:*:wordpress:*:*"
] | null | 6.5 | null | null | null | cvelistv5 | 6.5 | medium |
CVE-2024-45329 | A authorization bypass through user-controlled key in Fortinet FortiPortal versions 7.4.0, versions 7.2.0 through 7.2.5, and versions 7.0.0 through 7.0.8 may allow an authenticated attacker to view unauthorized device information via key modification in API requests. | [
"cpe:2.3:a:fortinet:fortiportal:7.4.0:*:*:*:*:*:*:*",
"cpe:2.3:a:fortinet:fortiportal:7.2.5:*:*:*:*:*:*:*",
"cpe:2.3:a:fortinet:fortiportal:7.2.4:*:*:*:*:*:*:*",
"cpe:2.3:a:fortinet:fortiportal:7.2.3:*:*:*:*:*:*:*",
"cpe:2.3:a:fortinet:fortiportal:7.2.2:*:*:*:*:*:*:*",
"cpe:2.3:a:fortinet:fortiportal:7.2.... | null | 3.9 | null | null | null | cvelistv5 | 3.9 | low | |
CVE-2018-17682 | This vulnerability allows remote attackers to execute arbitrary code on vulnerable installations of Foxit Reader 9.2.0.9297. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file. The specific flaw exists within the handling of the delay prope... | [
"cpe:2.3:a:foxitsoftware:phantompdf:*:*:*:*:*:*:*:*",
"cpe:2.3:a:foxitsoftware:reader:*:*:*:*:*:*:*:*",
"cpe:2.3:o:microsoft:windows:-:*:*:*:*:*:*:*"
] | null | null | 8.8 | 6.8 | null | cvelistv5 | 8.8 | high | |
GHSA-2jqf-9377-3hhp | Nginx NJS v0.7.10 was discovered to contain an illegal memcpy via the function njs_vmcode_return at src/njs_vmcode.c. | [] | null | 7.5 | null | null | null | github | 7.5 | high | |
PYSEC-2026-1081 | null | A vulnerability in aimhubio/aim version 3.19.3 allows an attacker to cause an infinite loop by configuring the remote tracking server to point at itself. This results in the server endlessly connecting to itself, rendering it unable to respond to other connections. | [] | 8.7 | null | 7.5 | null | null | pysec | 7.5 | high |
GHSA-ghcv-22jf-vfxm | AVideo has an Incomplete Fix for YPTSocket autoEvalCodeOnHTML Strip: Unauthenticated Cross-User JavaScript Execution via `$msg['json']` Relay Bypass | SummaryThe server-side mitigation for the YPTSocket `autoEvalCodeOnHTML` eval sink (prior advisory GHSA-gph2-j4c9-vhhr, commit `c08694bf6`) only strips the payload when it sits under `$json['msg']`, but the relay function `msgToResourceId()` selects the outbound message from `$msg['json']` *before* `$msg['msg']`. An un... | [] | null | 7.2 | null | null | null | github | 7.2 | high |
CVE-2025-10484 | Registration & Login with Mobile Phone Number for WooCommerce <= 1.3.1 - Authentication Bypass | The Registration & Login with Mobile Phone Number for WooCommerce plugin for WordPress is vulnerable to Authentication Bypass in all versions up to, and including, 1.3.1. This is due to the plugin not properly verifying a users identity prior to authenticating them via the fma_lwp_set_session_php_fun() function. This m... | [] | null | 9.8 | null | null | null | cvelistv5 | 9.8 | critical |
CVE-2017-1396 | IBM Security Identity Governance Virtual Appliance 5.2 through 5.2.3.2 specifies permissions for a security-critical resource in a way that allows that resource to be read or modified by unintended actors. IBM X-Force ID: 127342. | [
"cpe:2.3:a:ibm:security_identity_governance_and_intelligence:5.2:*:*:*:*:*:*:*",
"cpe:2.3:a:ibm:security_identity_governance_and_intelligence:5.2.1:*:*:*:*:*:*:*",
"cpe:2.3:a:ibm:security_identity_governance_and_intelligence:5.2.2:*:*:*:*:*:*:*",
"cpe:2.3:a:ibm:security_identity_governance_and_intelligence:5.... | null | null | 4.2 | null | null | cvelistv5 | 4.2 | medium | |
GHSA-g434-mfhc-w2h9 | The mintToken function of a smart contract implementation for KissMe, an Ethereum token, has an integer overflow that allows the owner of the contract to set the balance of an arbitrary user to any value. | [] | null | null | 7.5 | null | null | github | 7.5 | high | |
RHSA-2025:9393 | Red Hat Security Advisory: kpatch-patch-5_14_0-570_17_1 security update | kernel: smb: client: fix UAF in decryption with multichannel | [
"cpe:/o:redhat:enterprise_linux:9::baseos"
] | null | 7.3 | null | null | null | csaf_redhat | 7.3 | high |
CVE-2026-49178 | Windows Active Directory Domain Services Remote Code Execution Vulnerability | Heap-based buffer overflow in Active Directory Domain Services allows an authorized attacker to execute code over a network. | [] | null | 8.8 | null | null | null | cvelistv5 | 8.8 | high |
CVE-2022-20814 | Cisco Expressway Series and Cisco TelePresence VCS Improper Certificate Validation Vulnerability | A vulnerability in the certificate validation of Cisco Expressway-C and Cisco TelePresence VCS could allow an unauthenticated, remote attacker to gain unauthorized access to sensitive data. The vulnerability is due to a lack of validation of the SSL server certificate that an affected device receiv... | [
"cpe:2.3:a:cisco:telepresence_video_communication_server:-:*:*:*:expressway:*:*:*"
] | null | 7.4 | null | null | null | cvelistv5 | 7.4 | high |
CVE-2023-40101 | In collapse of canonicalize_md.c, there is a possible out of bounds read due to a missing bounds check. This could lead to local information disclosure with no additional execution privileges needed. User interaction is not needed for exploitation. | [
"cpe:2.3:o:google:android:*:*:*:*:*:*:*:*"
] | null | 5.5 | null | null | null | cvelistv5 | 5.5 | medium | |
CVE-2025-21234 | Windows PrintWorkflowUserSvc Elevation of Privilege Vulnerability | Windows PrintWorkflowUserSvc Elevation of Privilege Vulnerability | [] | null | 7.8 | null | null | null | cvelistv5 | 7.8 | high |
GHSA-f6j8-4mx6-p423 | FontForge 20161012 does not ensure a positive size in a weight vector memcpy call in readcfftopdict (parsettf.c) resulting in DoS via a crafted otf file. | [] | null | null | 5.5 | null | null | github | 5.5 | medium | |
GHSA-rwq6-crjg-9cpw | ic-cdk has a memory leak when calling a canister method via `ic_cdk::call` | When a canister method is called via `ic_cdk::call*`, a new Future `CallFuture` is created and can be awaited by the caller to get the execution result. Internally, the state of the Future is tracked and stored in a struct called `CallFutureState`. A bug in the polling implementation of the `CallFuture` allows multip... | [] | 8.7 | 7.5 | null | null | null | github | 7.5 | high |
GHSA-fgg7-6565-626r | In Snapdragon (Automobile, Mobile, Wear) in version MDM9206, MDM9607, MDM9650, MSM8909W, MSM8996AU, SD 210/SD 212/SD 205, SD 425, SD 427, SD 430, SD 435, SD 450, SD 625, SD 650/52, SD 820, SD 820A, SD 835, SD 845, SD 850, SDA660, SDM429, SDM439, SDM630, SDM632, SDM636, SDM660, SDM710, Snapdragon_High_Med_2016, incorrec... | [] | null | null | 9.8 | null | null | github | 9.8 | critical | |
CVE-2016-9939 | Crypto++ (aka cryptopp and libcrypto++) 5.6.4 contained a bug in its ASN.1 BER decoding routine. The library will allocate a memory block based on the length field of the ASN.1 object. If there is not enough content octets in the ASN.1 object, then the function will fail and the memory block will be zeroed even if its ... | [
"cpe:2.3:a:cryptopp:crypto\\+\\+:5.6.4:*:*:*:*:*:*:*",
"cpe:2.3:o:debian:debian_linux:8.0:*:*:*:*:*:*:*"
] | null | null | 7.5 | 5 | null | cvelistv5 | 7.5 | high | |
CVE-2026-17842 | Inappropriate implementation in Chrome for iOS in Google Chrome on iOS prior to 151.0.7922.72 allowed a remote attacker who convinced a user to engage in specific UI gestures to bypass same origin policy via a crafted HTML page. (Chromium security severity: Medium) | [] | null | 6.5 | null | null | null | cvelistv5 | 6.5 | medium | |
CVE-2023-28006 | HCL BigFix OSD Bare Metal Server is affected by a weak cryptographic algorithm. | The OSD Bare Metal Server uses a cryptographic algorithm that is no longer considered sufficiently secure.
| [
"cpe:2.3:a:hcltech:bigfix_osd_bare_metal_server:*:*:*:*:*:*:*:*"
] | null | 7 | null | null | null | cvelistv5 | 7 | high |
RHSA-2023:5045 | Red Hat Security Advisory: flac security update | flac: Remote Code Execution (RCE) via the bitwriter_grow_ function, by supplying crafted input to the encoder | [
"cpe:/a:redhat:rhel_eus:8.6::appstream",
"cpe:/a:redhat:rhel_eus:8.6::crb"
] | null | 7.8 | null | null | null | csaf_redhat | 7.8 | high |
GHSA-m2w6-cg52-6hhj | An Improper Authorization vulnerability exists in Apache Superset allowing an authenticated user with permissions to update charts to modify dashboards they do not own. When updating a chart's properties via the REST API, a user can provide a list of dashboard IDs (dashboards) to associate the chart with. The validatio... | [] | 5.3 | 4.3 | null | null | null | github | 4.3 | medium | |
CVE-2021-27022 | A flaw was discovered in bolt-server and ace where running a task with sensitive parameters results in those sensitive parameters being logged when they should not be. This issue only affects SSH/WinRM nodes (inventory service nodes). | [
"cpe:2.3:a:puppet:puppet:*:*:*:*:enterprise:*:*:*",
"cpe:2.3:a:puppet:puppet_enterprise:*:*:*:*:*:*:*:*"
] | null | 4.9 | null | 4 | null | cvelistv5 | 4.9 | medium | |
CVE-2026-47219 | find-my-way is Vulnerable to DDoS with HTTP2 | find-my-way is a framework-independent HTTP router that internally uses a Radix Tree and supports route parameters and wildcards. Versions prior to 9.7.0 are vulnerable to remotely triggerable DoS in find-my-way when it is used with Node's HTTP/2 server. The lookup() function passes req.method into find(), and find() i... | [] | null | 7.5 | null | null | null | cvelistv5 | 7.5 | high |
GHSA-cg8c-732h-jg2p | Capgo before 12.128.2 contains an open redirect vulnerability in stripe_portal and stripe_checkout endpoints that accept unvalidated callbackUrl, successUrl, and cancelUrl parameters. Authenticated attackers can craft malicious billing URLs to redirect users to attacker-controlled domains for phishing and credential ha... | [] | 4.8 | 3.5 | null | null | null | github | 3.5 | low | |
CVE-2023-22356 | Improper initialization in some Intel(R) NUC BIOS firmware may allow a privileged user to potentially enable information disclosure via local access. | [
"cpe:2.3:o:intel:nuc_7_enthusiast_nuc7i7bnkq_firmware:-:*:*:*:*:*:*:*",
"cpe:2.3:h:intel:nuc_7_enthusiast_nuc7i7bnkq:-:*:*:*:*:*:*:*",
"cpe:2.3:o:intel:nuc_7_enthusiast_nuc7i7bnhxg_firmware:-:*:*:*:*:*:*:*",
"cpe:2.3:h:intel:nuc_7_enthusiast_nuc7i7bnhxg:-:*:*:*:*:*:*:*",
"cpe:2.3:o:intel:nuc_kit_nuc7i7dnhe_... | null | 6 | null | null | null | cvelistv5 | 6 | medium | |
GHSA-73f5-wqmw-37vp | In the Linux kernel, the following vulnerability has been resolved:vt: fix memory overlapping when deleting chars in the bufferA memory overlapping copy occurs when deleting a long line. This memory
overlapping copy can cause data corruption when scr_memcpyw is optimized
to memcpy because memcpy does not ensure its beh... | [] | null | 5.5 | null | null | null | github | 5.5 | medium | |
GHSA-95m4-fmhv-g399 | A vulnerability was identified in D-Link DHP-1320 1.00WWB04. This affects the function redirect_count_down_page of the component SOAP Handler. Such manipulation leads to stack-based buffer overflow. The attack can be executed remotely. The exploit is publicly available and might be used. This vulnerability only affects... | [] | 7.4 | 8.8 | null | null | null | github | 8.8 | high | |
CVE-2022-25818 | Improper boundary check in UWB stack prior to SMR Mar-2022 Release 1 allows arbitrary code execution. | [
"cpe:2.3:o:google:android:12.0:*:*:*:*:*:*:*"
] | null | 6.5 | null | null | null | cvelistv5 | 6.5 | medium | |
CVE-2024-4078 | Arbitrary Code Execution in parisneo/lollms | A vulnerability in the parisneo/lollms, specifically in the `/unInstall_binding` endpoint, allows for arbitrary code execution due to insufficient sanitization of user input. The issue arises from the lack of path sanitization when handling the `name` parameter in the `unInstall_binding` function, allowing an attacker ... | [
"cpe:2.3:a:parisneo:lollms-webui:*:*:*:*:*:*:*:*"
] | null | null | 9.8 | null | null | cvelistv5 | 9.8 | critical |
CVE-2024-24018 | A SQL injection vulnerability exists in Novel-Plus v4.3.0-RC1 and prior versions. An attacker can pass in crafted offset, limit, and sort parameters to perform SQL injection via /system/dataPerm/list | [
"cpe:2.3:a:xxyopen:novel-plus:*:*:*:*:*:*:*:*",
"cpe:2.3:a:xxyopen:novel-plus:4.3.0:rc1:*:*:*:*:*:*"
] | null | 9.8 | null | null | null | cvelistv5 | 9.8 | critical | |
GHSA-fx96-q4hr-fjmm | Konica Minolta FTP Utility 1.0 contains a buffer overflow vulnerability in the LIST command that allows attackers to overwrite system registers. Attackers can send an oversized buffer of 1500 'A' characters to crash the FTP server and potentially execute unauthorized code. | [] | 8.7 | 9.8 | null | null | null | github | 9.8 | critical | |
GHSA-j9w7-422g-j9w2 | code-projects Simple Car Rental System 1.0 has a permission bypass issue where low privilege users can forge high privilege sessions and perform sensitive operations. | [] | null | 9.9 | null | null | null | github | 9.9 | critical | |
GHSA-8hhp-7vhr-3rr6 | IBM WebSphere Portal 8.5 and 9.0 is vulnerable to cross-site scripting. This vulnerability allows users to embed arbitrary JavaScript code in the Web UI thus altering the intended functionality potentially leading to credentials disclosure within a trusted session. IBM Reference #: 2000152. | [] | null | null | 6.1 | null | null | github | 6.1 | medium | |
GHSA-385f-mwvx-qwq5 | Authentication bypass by primary weakness vulnerability in ABB Freelance.This issue affects Freelance: through 2013, 2013 SP1, 2016, 2016 SP1, 2019, 2019 SP1, 2019 SP1 FP1, 2024. | [] | 5.6 | 6.6 | null | null | null | github | 6.6 | medium | |
CVE-2023-3265 | An authentication bypass exists on CyberPower PowerPanel Enterprise by failing to sanitize meta-characters from the username, allowing an attacker to login into the application with the default user "cyberpower" by appending a non-printable character.An unauthenticated attacker can leverage this vulnerability to log in... | [
"cpe:2.3:a:cyberpower:powerpanel_server:*:*:*:*:enterprise:*:*:*"
] | null | 9.8 | null | null | null | cvelistv5 | 9.8 | critical | |
CVE-2025-36374 | IBM DataPower Gateway affected by XML external entity injection | IBM DataPower Gateway is vulnerable to an XML external entity injection (XXE) attack when processing XML data. A privileged user could exploit this vulnerability to expose sensitive information or consume memory resources. | [
"cpe:2.3:a:ibm:datapower_gateway_106cd:10.6.1:*:*:*:*:*:*:*",
"cpe:2.3:a:ibm:datapower_gateway_106cd:10.6.6:*:*:*:*:*:*:*",
"cpe:2.3:a:ibm:datapower_gateway_1050:10.5.0.0:*:*:*:*:*:*:*",
"cpe:2.3:a:ibm:datapower_gateway_1050:10.5.0.21:*:*:*:*:*:*:*",
"cpe:2.3:a:ibm:datapower_gateway_1060:10.6.0.0:*:*:*:*:*:... | null | 5.5 | null | null | null | cvelistv5 | 5.5 | medium |
CVE-2025-12306 | code-projects Nero Social Networking Site acceptoffres.php sql injection | A vulnerability was determined in code-projects Nero Social Networking Site 1.0. Affected is an unknown function of the file /acceptoffres.php. This manipulation of the argument ID causes sql injection. The attack is possible to be carried out remotely. The exploit has been publicly disclosed and may be utilized. | [] | 6.9 | 7.3 | 7.3 | 7.5 | null | cvelistv5 | 7.3 | high |
CVE-2019-13484 | In Xymon through 4.3.28, a buffer overflow exists in the status-log viewer CGI because of expansion in appfeed.c. | [
"cpe:2.3:a:xymon:xymon:*:*:*:*:*:*:*:*",
"cpe:2.3:o:debian:debian_linux:8.0:*:*:*:*:*:*:*"
] | null | null | 9.8 | 7.5 | null | cvelistv5 | 9.8 | critical | |
CVE-2024-50185 | mptcp: handle consistently DSS corruption | In the Linux kernel, the following vulnerability has been resolved:
mptcp: handle consistently DSS corruption
Bugged peer implementation can send corrupted DSS options, consistently
hitting a few warning in the data path. Use DEBUG_NET assertions, to
avoid the splat on some builds and handle consistently the error, d... | [
"cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"cpe:2.3:o:linux:linux_kernel:6.12:rc1:*:*:*:*:*:*",
"cpe:2.3:o:linux:linux_kernel:6.12:rc2:*:*:*:*:*:*"
] | null | 8.2 | null | null | null | cvelistv5 | 8.2 | high |
CVE-2023-34293 | Ashlar-Vellum Cobalt Out-Of-Bounds Write Remote Code Execution Vulnerability | Ashlar-Vellum Cobalt Out-Of-Bounds Write Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Ashlar-Vellum Cobalt. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malici... | [
"cpe:2.3:a:ashlar:cobalt:*:*:*:*:*:*:*:*"
] | null | null | 7 | null | null | cvelistv5 | 7 | high |
CVE-2022-37893 | An authenticated command injection vulnerability exists in the Aruba InstantOS and ArubaOS 10 command line interface. Successful exploitation of this vulnerability results in the ability to execute arbitrary commands as a privileged user on the underlying operating system of Aruba InstantOS 6.4.x: 6.4.4.8-4.2.4.20 and ... | [
"cpe:2.3:o:arubanetworks:arubaos:*:*:*:*:*:*:*:*",
"cpe:2.3:o:arubanetworks:instant:*:*:*:*:*:*:*:*",
"cpe:2.3:o:siemens:scalance_w1750d_firmware:*:*:*:*:*:*:*:*",
"cpe:2.3:h:siemens:scalance_w1750d:-:*:*:*:*:*:*:*"
] | null | 7.8 | null | null | null | cvelistv5 | 7.8 | high | |
GHSA-3ccj-gjjj-hrm2 | Heap-based buffer overflow in Adobe Reader and Acrobat before 11.0.16, Acrobat and Acrobat Reader DC Classic before 15.006.30172, and Acrobat and Acrobat Reader DC Continuous before 15.016.20039 on Windows and OS X allows attackers to execute arbitrary code via unspecified vectors, a different vulnerability than CVE-20... | [] | null | null | 9.8 | null | null | github | 9.8 | critical | |
GHSA-hwj9-2855-v4vx | A remote unauthenticated attacker may use the unauthenticated C++ API to access or modify sensitive data and disrupt services. | [] | null | 7.6 | null | null | null | github | 7.6 | high | |
CVE-2018-16962 | Webroot SecureAnywhere before 9.0.8.34 on macOS mishandles access to the driver by a process that lacks root privileges. | [
"cpe:2.3:a:webroot:secureanywhere:*:*:*:*:*:*:*:*",
"cpe:2.3:o:apple:macos:-:*:*:*:*:*:*:*"
] | null | null | 7.8 | 7.2 | null | cvelistv5 | 7.8 | high | |
CVE-2021-30627 | Type confusion in Blink layout in Google Chrome prior to 93.0.4577.82 allowed a remote attacker to potentially exploit heap corruption via a crafted HTML page. | [
"cpe:2.3:a:google:chrome:*:*:*:*:*:*:*:*",
"cpe:2.3:o:fedoraproject:fedora:33:*:*:*:*:*:*:*",
"cpe:2.3:o:fedoraproject:fedora:35:*:*:*:*:*:*:*"
] | null | 8.8 | null | 6.8 | null | cvelistv5 | 8.8 | high | |
CVE-2022-23018 | On BIG-IP AFM version 16.1.x before 16.1.2, 15.1.x before 15.1.4.1, 14.1.x before 14.1.4.5, and 13.1.x beginning in 13.1.3.4, when a virtual server is configured with both HTTP protocol security and HTTP Proxy Connect profiles, undisclosed requests can cause the Traffic Management Microkernel (TMM) to terminate. Note: ... | [
"cpe:2.3:a:f5:big-ip_advanced_firewall_manager:*:*:*:*:*:*:*:*"
] | null | 7.5 | null | 7.1 | null | cvelistv5 | 7.5 | high | |
CVE-2023-21050 | In load_png_image of ExynosHWCHelper.cpp, there is a possible out of bounds write due to improper input validation. This could lead to local escalation of privilege with System execution privileges needed. User interaction is not needed for exploitation.Product: AndroidVersions: Android kernelAndroid ID: A-244423702Ref... | [
"cpe:2.3:o:google:android:-:*:*:*:*:*:*:*"
] | null | 6.7 | null | null | null | cvelistv5 | 6.7 | medium | |
ICSA-22-284-03 | Sensormatic Electronics C-CURE 9000 | Sensormatic Electronics C•CURE 9000, version 2.90 and prior, provides responses to incoming requests that could reveal internal state information to an unauthorized user.CVE-2021-36201 has been assigned to this vulnerability. A CVSS v3 base score of 4.3 has been calculated; the CVSS vector string is (AV:A/AC:L/PR:N/UI:... | [] | null | null | 4.3 | null | null | csaf_cisa | 4.3 | medium |
End of preview. Expand in Data Studio
Vulnerability scores (CVSS v3 combined)
A labeled slice of CIRCL/vulnerability-scores for training and evaluating models that predict CVSS v3 severity from a vulnerability description.
Every row has a combined v3 score and a severity band. Rows with no v3.1 or v3.0 score were dropped.
What changed from the original
The CIRCL dataset stores four separate CVSS columns (cvss_v4_0, cvss_v3_1, cvss_v3_0, cvss_v2_0). Those versions are not on the same scale, so this derivative does not average them or prefer v4.
cvss_v3_1_v3_combined is:
cvss_v3_1when it is present- otherwise
cvss_v3_0
v3.0 and v3.1 are the same scoring system (mean absolute difference about 0.09 on overlapping rows). v2 and v4 are not mixed in.
severity_band is the standard CVSS qualitative rating of that combined score:
| Band | Score |
|---|---|
low |
0.0–3.9 |
medium |
4.0–6.9 |
high |
7.0–8.9 |
critical |
9.0–10.0 |
Unlabeled rows are removed. That includes rows with no CVSS score at all, and rows that only have a v2 or v4 score.
Original columns are kept, including the unused v2/v4 values.
Train and test splits follow CIRCL’s split. A row is not moved between splits.
Splits
| Split | Rows | From v3.1 | From v3.0 fallback |
|---|---|---|---|
| train | 509,067 | 410,050 | 99,017 |
| test | 56,502 | 45,623 | 10,879 |
| total | 565,569 | 455,673 | 109,896 |
CIRCL’s full dump is 779,178 rows. This set keeps 565,569 (72.5%).
Severity bands
| Split | low | medium | high | critical |
|---|---|---|---|---|
| train | 18,546 | 222,832 | 206,725 | 60,964 |
| test | 2,041 | 24,767 | 23,017 | 6,677 |
Fields
Same as CIRCL, plus:
| Field | Type | Description |
|---|---|---|
cvss_v3_1_v3_combined |
float | v3.1 score, or v3.0 if v3.1 is missing. Never null in this dataset. |
severity_band |
string | low, medium, high, or critical. Never null in this dataset. |
Usage
from datasets import load_dataset
ds = load_dataset("AgileRLArena/vulnerability-scores-cvss-v3")
print(ds["train"][0]["description"])
print(ds["train"][0]["cvss_v3_1_v3_combined"], ds["train"][0]["severity_band"])
Typical training target is severity_band (classification) or cvss_v3_1_v3_combined (regression). Input is description.
Source and license
Derived from CIRCL/vulnerability-scores (CIRCL / Vulnerability-Lookup, VulnTrain). Paper: VLAI: A RoBERTa-Based Model for Automated Vulnerability Severity Classification.
License is CC-BY-4.0, same as the original. Credit CIRCL when you use this dataset.
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