CVE-2024-58351 Flowise - Remote Code Execution via overrideConfig Parameter

Flowise before 2.1.4 allows configuration to be injected into the Chainflow during execution via the overrideConfig option, supported in both the frontend web integration and the backend Prediction API. Because this feature is enabled by default with no allow-list of permitted variables and relie...

SUSE CVE-2026-12045

Read-only transaction bypass in the pgAdmin 4 AI Assistant allows an attacker who can influence database content that the assistant reads to execute arbitrary SQL with the privileges of the pgAdmin user's database role. The AI Assistant's executesqlquery tool runs LLM-generated SQL inside a BEGIN...

CVE-2026-56340: Improper Input Validation

vLLM versions = 0.10.2 and 0.13.0 are missing sparse tensor validation in multimodal embeddings processing. Because PyTorch disables sparse tensor invariant checks by default, an attacker can submit crafted embedding requests with malformed negative or out-of-bounds tensor indices, when the...

Linux Distros Unpatched Vulnerability : CVE-2026-46580

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - In Eclipse Theia versions prior to 1.71.0, files matching the pattern .prompts/.prompttemplate in a workspace were automatically loaded and could override or...

Linux Distros Unpatched Vulnerability : CVE-2026-44688

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - In Eclipse Theia versions prior to 1.71.0, the AI chat agent processed workspace file and directory names as part of its prompt context without distinguishing...

PT-2026-51172

Name of the Vulnerable Software and Affected Versions vLLM versions 0.10.2 through 0.12.x Description Multimodal embeddings processing lacks sparse tensor validation. Since PyTorch disables sparse tensor invariant checks by default, an attacker can submit crafted embedding requests containing...

CVE-2026-12045

A flaw was found in the pgAdmin 4 AI Assistant. An attacker with the ability to influence database content that the assistant reads can exploit a transaction bypass vulnerability through prompt injection. This allows the attacker to execute arbitrary SQL queries with the privileges of the pgAdmin...

SQL Injection

Overview pgadmin4 is a PostgreSQL Tools Affected versions of this package are vulnerable to SQL Injection via the executesqlquery function. An attacker can execute arbitrary SQL statements and potentially achieve remote code execution by injecting a multi-statement payload through prompt injectio...

EUVD-2026-37965

Read-only transaction bypass in the pgAdmin 4 AI Assistant allows an attacker who can influence database content that the assistant reads to execute arbitrary SQL with the privileges of the pgAdmin user's database role. The AI Assistant's executesqlquery tool runs LLM-generated SQL inside a BEGIN...

GHSA-X44P-GG67-52FC Duplicate Advisory: PraisonAI: Coarse-Grained Tool Approval Cache Bypasses Per-Invocation Consent for Shell Commands

Duplicate Advisory This advisory has been withdrawn because it is a duplicate of GHSA-ffp3-3562-8cv3. This link is maintained to preserve external references. Original Description PraisonAI before 1.5.128 caches tool approval decisions by tool name only, not by invocation arguments, allowing...

CVE-2026-12045

Read-only transaction bypass in the pgAdmin 4 AI Assistant allows an attacker who can influence database content that the assistant reads to execute arbitrary SQL with the privileges of the pgAdmin user's database role. The AI Assistant's executesqlquery tool runs LLM-generated SQL inside a BEGIN...

PT-2026-53772

PathFilter's deny-list glob patterns are anchored, so .git, .obsidian, and node modules were only blocked at the vault root. Nested copies inside the vault e.g. tools/cli/node modules/..., tools/somerepo/.git/config, a nested .obsidian/ were fully traversable via isAllowed/isAllowedForListing...

CVE-2026-12045: Improper Neutralization of Special Elements used in an SQL Command

Read-only transaction bypass in the pgAdmin 4 AI Assistant allows an attacker who can influence database content that the assistant reads to execute arbitrary SQL with the privileges of the pgAdmin user's database role. The AI Assistant's executesqlquery tool runs LLM-generated SQL inside a BEGIN...

Evaluating LLMs for Real-World Web Vulnerability Detection

Large Language Models LLMs have emerged as a promising tool for automated vulnerability detection, yet their effectiveness on web-specific vulnerabilities remains to be explored. This work benchmarks six frontier Claude Opus 4.6, Codex GPT-5.4, Gemini 3.1-pro-preview and open-weight models Qwen...

CVE-2026-12045 pgAdmin 4: AI Assistant read-only transaction bypass allows unauthorised writes and remote code execution

Read-only transaction bypass in the pgAdmin 4 AI Assistant allows an attacker who can influence database content that the assistant reads to execute arbitrary SQL with the privileges of the pgAdmin user's database role. The AI Assistant's executesqlquery tool runs LLM-generated SQL inside a BEGIN...

CVE-2026-12045

Read-only transaction bypass in the pgAdmin 4 AI Assistant allows an attacker who can influence database content that the assistant reads to execute arbitrary SQL with the privileges of the pgAdmin user's database role. The AI Assistant's executesqlquery tool runs LLM-generated SQL inside a BEGIN...

CVE-2026-12045

The CVE-2026-12045 affects pgAdmin 4 (from version 9.13 up to before 9.16) and concerns the AI Assistant read-only transaction bypass. A prompt-injection vulnerability allows an attacker who can influence content seen by the AI Assistant to craft LLM-generated SQL payloads that bypass the BEGIN T...

CVE-2026-12045 pgAdmin 4: AI Assistant read-only transaction bypass allows unauthorised writes and remote code execution

Read-only transaction bypass in the pgAdmin 4 AI Assistant allows an attacker who can influence database content that the assistant reads to execute arbitrary SQL with the privileges of the pgAdmin user's database role. The AI Assistant's executesqlquery tool runs LLM-generated SQL inside a BEGIN...

CVE-2026-12045 pgAdmin 4: AI Assistant read-only transaction bypass allows unauthorised writes and remote code execution

Read-only transaction bypass in the pgAdmin 4 AI Assistant allows an attacker who can influence database content that the assistant reads to execute arbitrary SQL with the privileges of the pgAdmin user's database role. The AI Assistant's executesqlquery tool runs LLM-generated SQL inside a BEGIN...

CVE-2026-56074 PraisonAI - Tool Approval Cache Bypass via Coarse-Grained Caching

PraisonAI before 1.5.128 caches tool approval decisions by tool name only, not by invocation arguments, allowing subsequent executecommand calls to bypass approval prompts. Attackers can exploit this by obtaining initial approval for a benign command, then silently exfiltrate API keys and...