Awesome LLM Apps 安全漏洞

Awesome LLM Apps is a collection of large language model applications personally developed by Shubham Saboo. Awesome LLM Apps contains security vulnerabilities, which stem from improper isolation of session-specific environment variables, potentially leading to cross-session information leaks...

The vulnerability of the SQL Expressions function on the Grafana monitoring and observation platform allows a perpetrator to execute arbitrary code and gain unauthorized access to the platform.

The vulnerability of the SQL Expressions function on the Grafana monitoring and observation platform is related to improper code generation management. Exploiting this vulnerability allows an attacker to execute arbitrary code remotely and gain unauthorized access to the platform by sending...

Spring AI 1.0.x < 1.0.5 / 1.1.x < 1.1.4 Multiple Vulnerabilities

The version of Spring AI installed on the remote host is 1.0.x prior to 1.0.5 or 1.1.x prior to 1.1.4. It is, therefore, affected by multiple vulnerabilities, including: - A SpEL injection vulnerability exists in SimpleVectorStore when a user-supplied value is used as a filter expression key. A...

Hidden Ads: Behavior Triggered Semantic Backdoors for Advertisement Injection in Vision Language Models

Vision-Language Models VLMs are increasingly deployed in consumer applications where users seek recommendations about products, dining, and services. We introduce Hidden Ads, a new class of backdoor attacks that exploit this recommendation-seeking behavior to inject unauthorized advertisements...

PT-2026-28744

Name of the Vulnerable Software and Affected Versions code-projects Accounting System version 1.0 Description A SQL injection issue exists in code-projects Accounting System version 1.0. The issue is located in an unknown functionality within the /view costumer.php file, specifically affecting th...

CVE-2026-33654

nanobot is a personal AI assistant. Prior to version 0.1.6, an indirect prompt injection vulnerability exists in the email channel processing module nanobot/channels/email.py, allowing a remote, unauthenticated attacker to execute arbitrary LLM instructions and subsequently, system tools without...

CVE-2026-33980

Azure Data Explorer MCP Server is a Model Context Protocol MCP server that enables AI assistants to execute KQL queries and explore Azure Data Explorer ADX/Kusto databases through standardized interfaces. Versions up to and including 0.1.1 contain KQL Kusto Query Language injection vulnerabilitie...

CVE-2026-22738

In Spring AI, a SpEL injection vulnerability exists in SimpleVectorStore when a user-supplied value is used as a filter expression key. A malicious actor could exploit this to execute arbitrary code. Only applications that use SimpleVectorStore and pass user-supplied input as a filter expression...

Arbitrary Code Injection

Langflow is vulnerable to Arbitrary Code Injection. The vulnerability is due to the validation process dynamically executing LLM‑generated Python code via exec, where the validation routine runs the generated code and an attacker who can influence the model output can achieve arbitrary server‑sid...

CVE-2026-30529

A SQL Injection vulnerability exists in SourceCodester Online Food Ordering System v1.0 in the Actions.php file specifically the saveuser action. The application fails to properly sanitize user input supplied to the "username" parameter. This allows an authenticated attacker to inject malicious S...

[SECURITY] Fedora 43 Update: roundcubemail-1.6.14-1.fc43

RoundCube Webmail is a browser-based multilingual IMAP client with an application-like user interface. It provides full functionality you expect from an e-mail client, including MIME support, address book, folder manipulation, message searching and spell checking. RoundCube Webmail is written in...

SUSE CVE-2026-32704

SiYuan is a personal knowledge management system. Prior to 3.6.1, POST /api/template/renderSprig lacks model.CheckAdminRole, allowing any authenticated user to execute arbitrary SQL queries against the SiYuan workspace database and exfiltrate all note content, metadata, and custom attributes. Thi...

SUSE CVE-2026-33525

Authelia is an open-source authentication and authorization server providing two-factor authentication and single sign-on SSO for applications via a web portal. In version 4.39.15, an attacker may potentially be able to inject javascript into the Authelia login page if several conditions are met...

[SECURITY] Fedora 44 Update: roundcubemail-1.7~rc5-1.fc44

RoundCube Webmail is a browser-based multilingual IMAP client with an application-like user interface. It provides full functionality you expect from an e-mail client, including MIME support, address book, folder manipulation, message searching and spell checking. RoundCube Webmail is written in...

Code-Projects Simple Food Order System SQL注入漏洞

Code-Projects Simple Food Order System is a simple food ordering system developed by Code-Projects as open source. Version 1.0 of the Code-Projects Simple Food Order System has a SQL injection vulnerability. This vulnerability stems from improper handling of parameters by the unknown function in...

Context-Aware Phishing Email Detection Using Machine Learning and NLP

Phishing attacks remain among the most prevalent cybersecurity threats, causing significant financial losses for individuals and organizations worldwide. This paper presents a machine learning-based phishing email detection system that analyzes email body content using natural language processing...

PandasAI SQL注入漏洞

PandasAI is a Python library that integrates artificial intelligence functions into pandas. Versions of PandasAI 0.1.4 and earlier contain a SQL injection vulnerability, which stems from incorrect operations on functions in the file extensions/ee/vectorstores/lancedb/pandasailancedb/lancedb.py,...

CVE-2026-33980

Azure Data Explorer MCP Server is a Model Context Protocol MCP server that enables AI assistants to execute KQL queries and explore Azure Data Explorer ADX/Kusto databases through standardized interfaces. Versions up to and including 0.1.1 contain KQL Kusto Query Language injection vulnerabilitie...

CVE-2026-33993

Locutus (locutus/php/var/unserialize) is affected by prototype pollution via the proto key during PHP unserialize deserialization. Before v3.0.25, unserialize assigns keys into plain objects using bracket notation, which can trigger the proto setter and replace the object prototype with attacker-...

CVE-2026-4992 wandb OpenUI HTMLAnnotator server.py get_share HTML injection

A flaw has been found in wandb OpenUI up to 1.0. This affects the function createshare/getshare of the file backend/openui/server.py of the component HTMLAnnotator Component. Executing a manipulation of the argument ID can lead to HTML injection. The attack may be performed from remote. The explo...