xtrace-sdk

The encrypted vector database. Your data never leaves your machine in plaintext. Documentation | X | LinkedIn Manage your AI memory → mem.xtrace.ai What is XTrace? Every vector database on the market requires you to hand your data to a third party in plaintext. XTrace doesn't. Your documents and...

OWASP-WSTG-Rag

OWASP WSTG RAG A Retrieval-Augmented Generation RAG system that indexes the OWASP Web Security Testing Guide WSTG into a vector database, providing instant access to security testing methodologies via REST API and MCP Model Context Protocol for Claude Code integration. Features Complete WSTG...

Black_Hole_Attack_for_Vector_Database

Black-Hole Attack on Vector Database Retrieval This repository contains the implementation accompanying the paper Black-Hole Attack from Embedding Space Defects. The Black-Hole Attack exploits a geometric defect in high-dimensional embedding spaces— centrality-driven hubness —to poison vector...

AI (Artificial Intelligence) - Moderately critical - Access bypass - SA-CONTRIB-2026-270

This module provides a framework for integrating Drupal with AI providers. Its AI Search submodule provides a Search API backend that stores content in a vector database for semantic search. The AI Search submodule has always been marked as 'experimental' but more importantly is deprecated. You m...

r2ai v1.4.4

R2AI - Augmented reversing with LLM for radare2 ╭─────────────────────────────────╮ │ , . . , │ ╭──╮ │ : \ \ |: \ : | │ │ │ │ | |/ || , || : | │ │ O O | : \ \ . || : || | │ │ │╷ │ | |\ :||| || | │ │ ││ │ || : |||| │ │ ─╯│ ╰─────────────────────────────────╯ ╰───╯ Components This repository...

CVE-2026-67621

Flowise through 3.1.4 contains a missing authorization vulnerability that allows authenticated workspace members to perform unauthorized document store operations by accessing unprotected mutation endpoints. Attackers holding only view-level permissions can send direct HTTP requests to the upsert...

CVE-2026-67621 Flowise 3.1.4 Missing Authorization on Document Store Mutation Endpoints

Flowise through 3.1.4 contains a missing authorization vulnerability that allows authenticated workspace members to perform unauthorized document store operations by accessing unprotected mutation endpoints. Attackers holding only view-level permissions can send direct HTTP requests to the upsert...

CVE-2026-67621 Flowise 3.1.4 Missing Authorization on Document Store Mutation Endpoints

Flowise through 3.1.4 contains a missing authorization vulnerability that allows authenticated workspace members to perform unauthorized document store operations by accessing unprotected mutation endpoints. Attackers holding only view-level permissions can send direct HTTP requests to the upsert...

PT-2026-68775

Name of the Vulnerable Software and Affected Versions Flowise versions prior to 3.1.5 Description Authenticated workspace members can perform unauthorized document store operations due to missing authorization on mutation endpoints. Users with view-level permissions can send direct HTTP requests ...

CVE-2026-18852

A vulnerability has been found in epsilla-cloud vectordb up to 0.3.18/df5a5f5afb85a2376a0f2f316c79dea9b2c6ac7a. This impacts the function SplitTokens/ShuntingYard of the file engine/query/expr/expr.cpp of the component Filter Parser. Such manipulation leads to improper check for unusual condition...

CVE-2026-13442 Langflow is affected by NET Misconfiguration: Use of Impersonation due to multiple unauthenticated and insufficiently authorized API endpoints

IBM Langflow OSS 1.0.0 through 1.10.1 can allow an attacker to reuse another user's FAISS namespace to access owner-only vector content and influence later query results. This causes cross-user information disclosure and limited integrity impact through persistent poisoning of returned results...

AnythingLLM - Information Disclosure Detection

AnythingLLM is an application that turns pieces of content into context that any LLM can use as references during chatting. If AnythingLLM prior to version 1.10.0 is configured to use Qdrant as the vector database with an API key, this QdrantApiKey could be exposed in plain text to unauthenticate...

Marqo Vector Search Engine - Detect

Marqo vector search engine was detected. Marqo is an open-source tensor search and vector database that combines vector search with filtering and text/image search for AI applications. !/usr/bin/env python3 -- coding: utf-8 -- """Marqo vector search engine was detected.""" from kittysploit import...

Attu - Detect

Attu was detected. !/usr/bin/env python3 -- coding: utf-8 -- """Attu was detected.""" from kittysploit import from lib.protocols.http.httpclient import Httpclient class ModuleScanner, Httpclient: info = 'name': 'Attu - Detect', 'description': 'Attu was detected.', 'author': 'KittySploit Team',...

Weaviate Console - Detect

Detected Weaviate Console interface. Weaviate was open-source vector database that stores data objects and vector embeddings for AI applications. !/usr/bin/env python3 -- coding: utf-8 -- """Detected Weaviate Console interface.""" from kittysploit import from lib.protocols.http.httpclient import...

Milvus - Detect

Milvus was detected. !/usr/bin/env python3 -- coding: utf-8 -- """Milvus was detected.""" from kittysploit import from lib.protocols.http.httpclient import Httpclient class ModuleScanner, Httpclient: info = 'name': 'Milvus - Detect', 'description': 'Milvus was detected.', 'author': 'KittySploit...

agno contains a SQL injection vulnerability

agno 2.6.5 contains a SQL injection vulnerability in the ClickHouse vector database backend that allows attackers to inject arbitrary SQL expressions by supplying malicious metadata keys and values to the deletebymetadata method. Attackers can exploit the unsafe f-string interpolation in...

PYSEC-2026-2333 agno contains a SQL injection vulnerability

agno 2.6.5 contains a SQL injection vulnerability in the ClickHouse vector database backend that allows attackers to inject arbitrary SQL expressions by supplying malicious metadata keys and values to the deletebymetadata method. Attackers can exploit the unsafe f-string interpolation in...

Open WebUI Vulnerable to IDOR: Retrieval API Bypasses Knowledge Base Access Controls

IDOR: Retrieval API Bypasses Knowledge Base Access ControlsAuthor: Andrew Orr Summaryvalidatecollectionaccess PR 22109 checks the user-memory- and file- collection name prefixes but does not check knowledge base collections, which use raw UUIDs as collection names. Any authenticated user who know...

Open WebUI has Knowledge Base Destruction and RAG Poisoning via Unauthorized Collection Overwrite

Knowledge Base Destruction and RAG Poisoning via Unauthorized Collection Overwrite Affected ComponentRetrieval web/YouTube processing endpoints:- backend/openwebui/routers/retrieval.py lines 1810-1837, processweb- backend/openwebui/routers/retrieval.py the parallel processyoutube endpoint-...