Threat Surface Pulse
Real-time snapshots from CISA KEV and other signals. Highlights exposed risk and trending CVEs.
- Recent KEV additions
- Exec-ready talking points
RARLAB
RARLAB WinRAR contains a path traversal vulnerability allowing an attacker to execute code in the context of the current user.
Microsoft
Microsoft Windows Cloud Files Mini Filter Driver contains a use after free vulnerability that can allow an authorized attacker to elevate privileges locally.
D-Link
D-Link Routers contains a buffer overflow vulnerability that has a high impact on confidentiality, integrity, and availability. The impacted products could be end-of-life (EoL) and/or end-of-service (EoS). Users should discontinue product utilization.
Array Networks
Array Networks ArrayOS AG contains an OS command injection vulnerability that could allow an attacker to execute arbitrary commands.
Meta
Meta React Server Components contains a remote code execution vulnerability that could allow unauthenticated remote code execution by exploiting a flaw in how React decodes payloads sent to React Server Function endpoints. Please note CVE-2025-66478 has been rejected, but it is associated with CVE-2025- 55182.
AI/ML Signal Tracker
Tracks model releases, repos, and outages; summarizes impact for platform roadmaps.
- Top moving repos
- Signal strength
BenGJ10/Network-Security-System-MLOps
An End to End MLOps Network Security System project with ETL Pipelines, AWS deployments and CI/CD GitHub actions. Analyses URLs and detect potential security threats.
Fidelisaboke/food-security-analysis
A machine learning analysis of household food security status and its determinants in Nairobi's urban informal settlements.
AyoubElmortaji/Cloud-Security
Analysis and Detection of Threats in Cloud Environments with Machine Learning: Developed a machine learning-driven threat detection model for cloud environments.
fadeldnswr/network-security-project
Github repository to store Machine Learning project in Network Phising dataset
Adersh-hari/Game-Security-Cheating-Detection-System-
pintamonas4575/SECURITY-project-MAADM-UPM
Malware classifier practice and paper revision from security subject. ML and BD master degree from UPM.