CVE-2026-65142

The NVIDIA Model-Optimizer software is vulnerable to the deserialization of untrusted data (CWE-502). A successful exploit could allow an attacker to achieve code execution , data tampering , denial of service , and information disclosure . No specific affected versions, remediation steps, or exp...

CVE-2026-87975

A flaw was found in Django. When handling model formsets where primary keys can be modified through form fields, the application does not properly validate submitted key values against the authorized query scope. A remote attacker with permission to submit form data can exploit this issue by...

CVE-2026-23744-MCPJAM-RCE-exploit

CVE-2026-23744-MCPJAM-RCE-exploit This Python proof-of-concept targets a vulnerable MCP Model Context Protocol service exposed by the target application. The vulnerability allows an attacker to supply arbitrary server configuration parameters through the /api/mcp/connect endpoint. Affected Endpoi...

cve-2026-75650-magento-validation-lab

CVE-2026-75650 / VULN-39341 Docker validation lab This standalone lab reproduces the complete unauthenticated StyleSmuggler HTTP chain on a revision-pinned Magento Open Source 2.4.9 checkout. It then applies Adobe's VULN-39341 patch and proves that the identical request sequence no longer reaches...

llm-council-vapt

LLM Council — VAPT Finding Validation A blind peer-review pipeline that validates a penetration-test finding before it reaches a client. Independent expert lenses assess the finding, blind-review each other, and a Chairman synthesizes one vetted verdict — is it worth reporting, and is the severit...

CVE-2026-87975 Privilege abuse in model formsets with editable primary keys

An issue was discovered in Django 6.1 before 6.1.2, 6.0 before 6.0.9, and 5.2 before 5.2.18. django.forms.models.BaseModelFormSet.saveexistingobjects used the presence of a primary key on a submitted form's instance as evidence that the instance belonged to the formset's limiting queryset. An...

CVE-2026-87975 Privilege abuse in model formsets with editable primary keys

An issue was discovered in Django 6.1 before 6.1.2, 6.0 before 6.0.9, and 5.2 before 5.2.18. django.forms.models.BaseModelFormSet.saveexistingobjects used the presence of a primary key on a submitted form's instance as evidence that the instance belonged to the formset's limiting queryset. An...

CVE-2026-87975

A privilege abuse vulnerability exists in Django versions 6.1 before 6.1.2 , 6.0 before 6.0.9 , and 5.2 before 5.2.18 . The root cause lies in django.forms.models.BaseModelFormSet.save_existing_objects(), which incorrectly assumes that the presence of a primary key in submitted data confirms the ...

CVE-2026-105834 Rundeck before 6.2.0 Arbitrary File Read via File Resource Model Source

Rundeck before 6.2.0 contains a path traversal vulnerability that allows users holding only the project configure ACL to read arbitrary server files by setting resources.source.N.config.file to any absolute path. Attackers can retrieve file contents through editProjectNodeSourceFile or the...

CVE-2026-24207

CVE-2026-24207 — NVIDIA Triton SageMaker Auth Bypass to Unauth RCE Unauthenticated attackers can reach the model-management surface of NVIDIA Triton Inference Server on the SageMaker and Vertex AI HTTP ports — bypassing the operator's --http-restricted-api configuration. Combined with the SageMak...

Welcome to the Jungle: What We Found Inside 15,465 Public MCP Servers

In 2024, MCP Model Context Protocol set out to become the USB-C of AI: one standard for connecting models, agents, and IDEs to tools and data. The protocol delivered. Thousands of developers built servers, and enterprises plugged them into agent workflows. The ecosystem around it fell short...

llama-factory-webui-rce-cve-2026-58116-trust-remote-code-model-path-injection

CVE-2026-58116 — LLaMA-Factory WebUI RCE via trustremotecode Proof of concept for CVE-2026-58116 CVSS 9.8 Critical: remote code execution in LLaMA-Factory = v0.9.5. The LLaMA-Factory WebUI hardcodes trustremotecode=True when loading a model src/llamafactory/webui/chatter.py:139 and...

CVE-2025-32434

CVE-2025-32434: PyTorch RCE Vulnerability - PoC What is CVE-2025-32434? CVE-2025-32434 is a critical Remote Code Execution RCE vulnerability in PyTorch, a widely used Python library for deep learning and neural networks. The Core Problem The vulnerability exists in the torch.load function, even...

PrivacyRaven

ملاحظة: هذا المشروع في فترة توقف مؤقت. PrivacyRaven هي مكتبة لاختبار الخصوصية لأنظمة التعلم العميق. يمكنك استخدامها لتحديد قابلية تأثر النموذج بهجمات خصوصية مختلفة؛ وتقييم تقنيات التعلم الآلي الحافظة للخصوصية؛ وتطوير مقاييس وهجمات خصوصية جديدة؛ وإعادة توظيف الهجمات لتتبّع مصدر البيانات وحالات...

CLEANSTART-2026-PM55694 jackson-databind contains the general-purpose data-binding functionality and tree-model for Jackson Data Processor

Security vulnerability affects the sonarqube package. jackson-databind contains the general-purpose data-binding functionality and tree-model for Jackson Data Processor...

CLEANSTART-2026-AH85401 native inference process that Elasticsearch uses to evaluate uploaded machine learning models accepts a model operation that computes a memory address from an offset supplied inside the model, with...

Security vulnerability affects the sonarqube package. The native inference process that Elasticsearch uses to evaluate uploaded machine learning models accepts a model operation that computes a memory address from an offset supplied inside the model, without validating that the offset stays withi...

CVE-2026-105753

A flaw was found in vLLM. This vulnerability allows a remote user to cause a Denial of Service DoS on the model serving engine. The issue occurs when a multimodal request is rejected after media processing, causing the frontend and backend caches to become desynchronized. A subsequent request...

PT-2026-106759

A security flaw has been discovered in vllm-project vLLM up to 0.31.0. This impacts the function get token bin counts and mask of the file vllm/model executor/layers/utils.py of the component Penalty Handler. Performing a manipulation results in denial of service. Remote exploitation of the attac...

PT-2026-107288

NVIDIA Model-Optimizer contains a vulnerability where an attacker may cause deserialization of untrusted data. A successful exploit of this vulnerability might lead to code execution, data tampering, denial of service, and information disclosure...

tesla-security-research

Tesla Security Research Vulnerability research on the Tesla Model 3/Y infotainment system Intel Atom MCU, Linux 4.14.235, responsibly disclosed to Tesla via Bugcrowd. Obtained persistent root access on a production Tesla Model 3 through a command injection vulnerability in Tesla's ODIN diagnostic...