SUSE CVE-2025-31363

Mattermost versions 10.4.x = 10.4.2, 10.5.x = 10.5.0, 9.11.x = 9.11.9 fail to restrict domains the LLM can request to contact upstream which allows an authenticated user to exfiltrate data from an arbitrary server accessible to the victim via performing a prompt injection in the AI plugin's Jira...

Automated Static Vulnerability Detection Via a Holistic Neuro-Symbolic Approach

Static vulnerability detection is still a challenging problem and demands excessive human efforts, e.g., manual curation of good vulnerability patterns. None of prior works, including classic program analysis or Large Language Model LLM-based approaches, have fully automated such vulnerability...

BadApex: Backdoor Attack Based on Adaptive Optimization Mechanism of Black-Box Large Language Models

Previous insertion-based and paraphrase-based backdoors have achieved great success in attack efficacy, but they ignore the text quality and semantic consistency between poisoned and clean texts. Although recent studies introduce LLMs to generate poisoned texts and improve the stealthiness,...

GraphAttack: Exploiting Representational Blindspots in LLM Safety Mechanisms

Large Language Models LLMs have been equipped with safety mechanisms to prevent harmful outputs, but these guardrails can often be bypassed through "jailbreak" prompts. This paper introduces a novel graph-based approach to systematically generate jailbreak prompts through semantic transformations...

Mattermost 安全漏洞

Mattermost is an open source collaboration platform from Mattermost, Inc. in the United States. Mattermost suffers from an information disclosure vulnerability. The vulnerability stems from an under-restricted LLM request domain. An attacker can exploit the vulnerability to perform prompt injecti...

OpDiffer: LLM-Assisted Opcode-Level Differential Testing of Ethereum Virtual Machine

As Ethereum continues to thrive, the Ethereum Virtual Machine EVM has become the cornerstone powering tens of millions of active smart contracts. Intuitively, security issues in EVMs could lead to inconsistent behaviors among smart contracts or even denial-of-service of the entire blockchain...

Prompt Engineering Techniques with Spring AI

This blog post demonstrates practical implementations of Prompt Engineering techniques using Spring AI. The examples and patterns in this article are based on the comprehensive Prompt Engineering Guide that covers the theory, principles, and patterns of effective prompt engineering. The blog show...

PYSEC-2025-244

A vulnerability in the LangChainLLM class of the run-llama/llamaindex repository, version v0.12.5, allows for a Denial of Service DoS attack. The streamcomplete method executes the llm using a thread and retrieves the result via the getresponsegen method of the StreamingGeneratorCallbackHandler...

编号撤回

Ollama is a large language model that can be started and run locally by Ollama Open Source. This CVE number has been withdrawn...

dify 代码问题漏洞

dify is an open source LLM application development platform from LangGenius Open Source. A code issue vulnerability exists in version 0.10.1 of dify, which stems from an unvalidated URL and could lead to a server-side request forgery attack...

Lunary 安全漏洞

Lunary is Lunary open source a production toolkit for LLM . Lunary afc5df4 version of a security vulnerability , the vulnerability stems from a flaw in the permission checking mechanism , an attacker can use this vulnerability to cause unauthorized access to sensitive endpoints...

Lunary 安全漏洞

lunary is lunary open source a production toolkit for LLM . An information disclosure vulnerability exists in lunary that stems from a GET /projects API endpoint exposing all project public and private API keys to users with least privileges, which can be exploited by an attacker to obtain...

编号撤回

Ollama is a large language model that can be started and run locally by Ollama Open Source. This CVE number has been withdrawn...

Lunary 访问控制错误漏洞

Lunary is Lunary open source a production toolkit for LLM . Lunary suffers from an Access Control Error vulnerability that originates from the POST /api/v1/data-warehouse/bigquery endpoint without proper access control, which can be exploited by an attacker to obtain sensitive information...

Lunary 授权问题漏洞

lunary is lunary open source a production toolkit for LLM . An authorization issue vulnerability exists in lunary that stems from the checklists.post endpoint not being properly privilege-validated and can be exploited by an attacker to cause unauthorized creation or modification of checklists...

编号撤回

vLLM is vLLM open source a high throughput and memory efficient inference and service engine for LLM. This CVE number has been withdrawn...

编号撤回

vLLM is vLLM open source a high throughput and memory efficient inference and service engine for LLM. This CVE number has been withdrawn...

vLLM 安全漏洞

vLLM is a high throughput and memory efficient inference and service engine for LLM from vLLM open source. A security vulnerability exists in vLLM that stems from a caching mechanism in the outlines library that could lead to a denial of service by running out of file system space...

Arbitrary Command Injection

Overview plotai is a Create plots in Python with AI Affected versions of this package are vulnerable to Arbitrary Command Injection in executor.py due to lack of validation of LLM-generated output. An attacker can supply code which will then be executed with Python's exec function. Remediation...

PYSEC-2025-22

A vulnerability, that could result in Remote Code Execution RCE, has been found in PlotAI. Lack of validation of LLM-generated output allows attacker to execute arbitrary Python code.Vendor commented out vulnerable line, further usage of the software requires uncommenting it and thus accepting th...