Poisoning AI Training Data

All it takes to poison AI training data is to create a website: I spent 20 minutes writing an article on my personal website titled "The best tech journalists at eating hot dogs." Every word is a lie. I claimed without evidence that competitive hot-dog-eating is a popular hobby among tech reporte...

USN-8062-1 curl vulnerabilities

It was discovered that curl incorrectly handled cookies when redirected from secure to insecure connections. An attacker could possibly use this issue to cause a denial of service, or obtain sensitive information. This issue only affected Ubuntu 25.10. CVE-2025-9086 Calvin Ruocco discovered that...

PT-2026-26492

Name of the Vulnerable Software and Affected Versions Angular versions prior to 22.0.0-next.2 Angular versions prior to 21.2.3 Angular versions prior to 20.3.21 Description An Open Redirect issue exists in the Angular SSR tool due to an incomplete fix for a previously identified problem. The...

CVE-2026-1768

A permission cache poisoning vulnerability in Devolutions Server allows authenticated users to bypass permissions to access entries.This issue affects Devolutions Server: before 2025.3.15...

CVE-2026-1768

A permission cache poisoning vulnerability in Devolutions Server allows authenticated users to bypass permissions to access entries.This issue affects Devolutions Server: before 2025.3.15...

CVE-2026-1768

A permission cache poisoning vulnerability in Devolutions Server allows authenticated users to bypass permissions to access entries.This issue affects Devolutions Server: before 2025.3.15...

CVE-2026-1768

CVE-2026-1768 describes a permission cache poisoning vulnerability in Devolutions Server that allows authenticated users to bypass permissions and access entries. Affected are Devolutions Server versions prior to 2025.3.15. The issue is confirmed across multiple sources and is addressed by upgrad...

CVE-2026-1768

A permission cache poisoning vulnerability in Devolutions Server allows authenticated users to bypass permissions to access entries.This issue affects Devolutions Server: before 2025.3.15...

CVE-2026-1768

A permission cache poisoning vulnerability in Devolutions Server allows authenticated users to bypass permissions to access entries.This issue affects Devolutions Server: before 2025.3.15...

PT-2026-21786

Name of the Vulnerable Software and Affected Versions Devolutions Server versions prior to 2025.3.15 Description An authenticated user can bypass permissions and access entries due to a permission cache poisoning issue in Devolutions Server. Recommendations Update Devolutions Server to version...

Devolutions Server 安全漏洞

Devolutions Server is an application system developed by the Canadian company Devolutions. It provides a fully functional solution for shared accounts and password management. Versions of Devolutions Server prior to 2025.3.15 contained security vulnerabilities, which were caused by privilege cach...

Security Bulletin: IBM Terracotta is affected by two Undertow vulnerabilities that could allow remote denial of service attacks and Host header manipulation leading to cache poisoning or session hijacking

Summary IBM Terracotta uses Undertow as the web server for hosting the Terracotta Management Service TMS. Vulnerability Details CVEID:CVE-2024-3884 DESCRIPTION: A flaw was found in Undertow that can cause remote denial of service attacks. When the server uses the...

Agentic AI As a Cybersecurity Attack Surface: Threats, Exploits, and Defenses in Runtime Supply Chains

Agentic systems built on large language models LLMs extend beyond text generation to autonomously retrieve information and invoke tools. This runtime execution model shifts the attack surface from build-time artifacts to inference-time dependencies, exposing agents to manipulation through untrust...

CIBER: A Comprehensive Benchmark for Security Evaluation of Code Interpreter Agents

LLM-based code interpreter agents are increasingly deployed in critical workflows, yet their robustness against risks introduced by their code execution capabilities remains underexplored. Existing benchmarks are limited to static datasets or simulated environments, failing to capture the securit...

exploit-notes

🎯 Pentest Playbook Index Welcome to the comprehensive penetra...

CVE-2026-27118

SvelteKit is a framework for rapidly developing robust, performant web applications using Svelte. Versions of @sveltejs/adapter-vercel prior to 6.3.2 are vulnerable to cache poisoning. An internal query parameter intended for Incremental Static Regeneration ISR is accessible on all routes, allowi...

CVE-2026-2473

Predictable bucket naming in Vertex AI Experiments in Google Cloud Vertex AI from version 1.21.0 up to but not including 1.133.0 on Google Cloud Platform allows an unauthenticated remote attacker to achieve cross-tenant remote code execution, model theft, and poisoning via pre-creating predictabl...

CVE-2026-1658

User Interface UI Misrepresentation of Critical Information vulnerability in OpenText™ Directory Services allows Cache Poisoning. The vulnerability could be exploited by a bad actor to inject manipulated text into the OpenText application, potentially misleading users. This issue affects Director...

CVE-2026-27118

SvelteKit is a framework for rapidly developing robust, performant web applications using Svelte. Versions of @sveltejs/adapter-vercel prior to 6.3.2 are vulnerable to cache poisoning. An internal query parameter intended for Incremental Static Regeneration ISR is accessible on all routes, allowi...

Generation of Predictable Numbers or Identifiers

Overview google-cloud-aiplatform is a Vertex AI API client library Affected versions of this package are vulnerable to Generation of Predictable Numbers or Identifiers for Cloud Storage buckets. An attacker can execute code remotely, steal models, or poison data by pre-creating buckets with...