Comparison Overview
CyberSec&AI Connected

CyberSec&AI Connected
- , Online Event, OO
Last Update: 23/02/2026
The CyberSec&AI Connected international conference takes place on November 4 - 5, 2021 in Prague as a virtual event. Join leading academics and tech professionals from across the world to examine critical issues around AI, machine learning in privacy and security. The c...

Red Hat
100 E. Davie St., Raleigh, NC, US, 27601
Last Update: 15/09/2026
Red Hat is the world’s leading provider of enterprise open source solutions, using a community-powered approach to deliver high-performing Linux, hybrid cloud, edge, and Kubernetes technologies. We hire creative, passionate people who are ready to contribute their idea...
Compliance Ranges Comparison

CyberSec&AI Connected







Red Hat






Benchmark & Cyber Underwriting Signals
Incidents vs Software Development Industry Avg (This Year)
No incidents recorded for CyberSec&AI Connected in 2026.
Incidents vs Software Development Industry Avg (This Year)
No incidents recorded for Red Hat in 2026.
Incident History - CyberSec&AI Connected (X = Date, Y = Severity)
CyberSec&AI Connected cyber incidents detection timeline including parent company and subsidiaries.
Incident History - Red Hat (X = Date, Y = Severity)
Red Hat cyber incidents detection timeline including parent company and subsidiaries.
Notable Incidents

CyberSec&AI Connected

Red Hat
FAQ
Latest Global CVEs
ClassroomIO through 1.0.0 contains an incorrect authorization vulnerability in the PUT and DELETE /:lessonId lesson routes that allows any course member, including students, to modify lessons. Authenticated students can supply arbitrary lesson ids to change titles and stored HTML content or delete lessons in their course and in other courses and organizations.
- https://github.com/classroomio/classroomio
- https://github.com/classroomio/classroomio/blob/v1.0.0/apps/api/src/middlewares/course-member.ts
- https://github.com/classroomio/classroomio/blob/v1.0.0/apps/api/src/routes/course/lesson.ts#L107-L152
- https://hackmd.io/@hieuPenguinnn/classroomio-course-resource-id-scoping-idor
- https://www.vulncheck.com/advisories/classroomio-through-1.0.0-incorrect-authorization-via-lesson-update-and-delete-routes
ClassroomIO through 1.0.0 contains an insecure direct object reference vulnerability in the Hono API course submission routes that allows course tutors or admins to modify submissions in other courses. Attackers can supply their own course id with another course's submission UUID to PUT or DELETE handlers to overwrite answers, grades, feedback, and grading status or delete submissions.
- https://github.com/classroomio/classroomio
- https://github.com/classroomio/classroomio/blob/v1.0.0/apps/api/src/routes/course/submission.ts
- https://github.com/classroomio/classroomio/blob/v1.0.0/packages/db/src/queries/submission/submission.ts#L217-L245
- https://github.com/classroomio/classroomio/commit/1844ad9671a0d9c2566d3431d82f34d39016242c
- https://hackmd.io/@hieuPenguinnn/classroomio-course-resource-id-scoping-idor
- https://www.vulncheck.com/advisories/classroomio-through-1.0.0-idor-via-course-submission-update-grade-and-delete-routes
BillionMail through 4.9 contains a hard-coded cryptographic key vulnerability that allows unauthenticated attackers to forge unsubscribe and subscribe-confirm JWTs by computing the key from shipped configuration constants. Attackers can submit forged tokens to /api/unsubscribe, /api/unsubscribe_new, or /api/subscribe/confirm to deactivate any contact or force confirmed subscriptions.
- https://github.com/aaPanel/BillionMail
- https://github.com/aaPanel/BillionMail/blob/v4.9/core/internal/service/batch_mail/jwt.go#L98-L123
- https://github.com/aaPanel/BillionMail/blob/v4.9/core/manifest/config/config.yaml
- https://hackmd.io/@hieuPenguinnn/billionmail-unsubscribe-subscribe-jwt-deterministic-secret-forgery
- https://www.vulncheck.com/advisories/billionmail-through-4.9-forgeable-jwts-via-default-signing-key
cool-admin-midway through 8.0.0 contains an authorization bypass vulnerability that allows department-limited admins to manage users outside their departments by supplying arbitrary user ids. Attackers holding sys:user:* permissions can call /admin/sys/user/info, update, or delete to read records, reset passwords and roles, or delete accounts.
- https://github.com/cool-team-official/cool-admin-midway
- https://github.com/cool-team-official/cool-admin-midway/blob/e545ef6f3b0c08581e34bd3207ca57d851ccc3ae/src/modules/base/service/sys/user.ts#L205-L229
- https://github.com/cool-team-official/cool-admin-midway/blob/e545ef6f3b0c08581e34bd3207ca57d851ccc3ae/src/modules/base/service/sys/user.ts#L41-L70
- https://hackmd.io/@hieuPenguinnn/cool-admin-midway-base-crud-role-ownership-idor
- https://www.vulncheck.com/advisories/cool-admin-midway-through-8.0.0-authorization-bypass-via-admin-sys-user-endpoints
cool-admin-midway through 8.0.0 contains an authorization bypass vulnerability that allows non-superadmin admins to read, modify, or delete other admins' roles by supplying arbitrary role ids. Attackers holding ordinary sys:role permissions can call /admin/sys/role/info, update, or delete with another admin's role id to rewrite menu and department grants, changing other users' effective access.
- https://github.com/cool-team-official/cool-admin-midway
- https://github.com/cool-team-official/cool-admin-midway/blob/e545ef6f3b0c08581e34bd3207ca57d851ccc3ae/src/modules/base/controller/admin/sys/role.ts#L11-L36
- https://github.com/cool-team-official/cool-admin-midway/blob/e545ef6f3b0c08581e34bd3207ca57d851ccc3ae/src/modules/base/service/sys/role.ts#L54-L118
- https://hackmd.io/@hieuPenguinnn/cool-admin-midway-base-crud-role-ownership-idor
- https://www.vulncheck.com/advisories/cool-admin-midway-through-8.0.0-missing-authorization-via-system-role-endpoints