attack-attention

Attacking Attention of Foundation Models Effectively Disrupts Downstream Tasks Official PyTorch implementation of the paper "Attacking Attention of Foundation Models Effectively Disrupts Downstream Tasks" , accepted in the Adversarial Machine Learning on Computer Vision: Foundation Models + X ADV...

Noctyra

Noctyra Noctyra is an AST-based framework designed for code transformation and deobfuscation. It provides a modular pipeline to analyze and simplify Python source code by resolving complex expressions and logic. Overview The project aims to provide a flexible environment for processing Python's...

CVE-2026-23001-Hugging-Face-Transformers-Model-Deserialization-Arbitrary-Code-via-Pickle-

CVE-2026-23001 – Hugging Face Transformers Model Deserialization RCE Overview Hugging Face models saved with torch.save use Python’s pickle serialization, which is inherently unsafe. If a user downloads a seemingly legitimate model from a repository, loading it can trigger arbitrary code executio...

CVE-2026-7669-PoC

CVE-2026-7669 SGLang 在 transformers v5 返回 TokenizersBackend 对象时，会静默地将 trustremotecode=False 覆盖为 True 并重新调用 AutoTokenizer.frompretrained。即使操作者传入了 False，带有自定义 tokenizerclass 且 automap 指向 tokenizer.py 的模型仍可在 SGLang 进程内实现任意代码执行。任何日志级别均不会输出任何日志行。 项目：https://github.com/sgl-project/sglang 受影响版本：0.5.10 至...

CVE-2026-22807_Range

🛡️ CVE-2026-22807 Simulation: AI Supply Chain RCE Target Range ⚠️ 免责声明 / Disclaimer 本项目仅用于安全研究与教学目的 ，旨在演示 AI 模型加载过程中的供应链攻击原理（Remote Code Execution）。 请勿在生产环境中使用生成的恶意模型，也严禁将本项目用于任何非法攻击行为。开发者不承担任何因使用不当造成的法律责任。 📖 项目简介 Introduction 这是一个轻量级的 Python 靶场，用于模拟和复现 CVE-2026-22807 （一个典型的 AI 供应链漏洞逻辑）。 该靶场演示了当 AI...

Hugging Face Transformers downloads custom generation code before trust consent

A vulnerability in Hugging Face Transformers versions 4.49.0, = 5.8.1 allows remote Python files to be written to local disk without user consent when using GenerativePreTrainedModel.loadcustomgenerate. The function fetches and caches a remote module file before performing the required...

sentence-transformers local model loading bypasses trust_remote_code and executes custom Python

sentence-transformers contains a security control bypass vulnerability that allows attackers to achieve arbitrary code execution by exploiting a logic flaw in the importmoduleclass helper within sentencetransformers/util/misc.py, where the guard condition includes an 'or...

CLSA-2026-1790851862 TuxCare security update for sentence-transformers (1 CVE)

TuxCare rebuilt sentence-transformers to address 1 CVE. Fixed in 2.7.0.post3+tuxcare...

CLSA-2026-1790831175 TuxCare security update for transformers (1 CVE)

TuxCare rebuilt transformers to address 1 CVE. Fixed in 4.57.6.post5+tuxcare...

llama-factory-webui-rce-cve-2026-58116-trust-remote-code-model-path-injection

CVE-2026-58116 — LLaMA-Factory WebUI RCE via trustremotecode Proof of concept for CVE-2026-58116 CVSS 9.8 Critical: remote code execution in LLaMA-Factory = v0.9.5. The LLaMA-Factory WebUI hardcodes trustremotecode=True when loading a model src/llamafactory/webui/chatter.py:139 and...

CVE-2024-11393

CVE-2024-11393 Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability High-level overview and effects of the vulnerability: The vulnerability allows an attacker to execute arbitrary code on the host machine by supplying a malicious...

CVE-2024-11394

CVE-2024-11394 Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability High-level overview and effects of the vulnerability: The vulnerability allows an attacker to execute arbitrary code on the host machine by supplying a malicious reformer trax...

CVE-2024-11392

CVE-2024-11392 Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability High-level overview and effects of the vulnerability: The vulnerability allows an attacker to execute arbitrary code on the host machine by supplying a malicious configuratio...

Pickle-Deserialization-Exploit-in-Transformers

Exploiting Pickle Deserialization Vulnerability in Transformers Experiment Introduction Introduces the pickle deserialization mechanism and its reduce attack principle, reproduces the deserialization vulnerability CVE-2024-3568 in the Hugging Face Transformers library, analyzes security risks in...

Security Bulletin: Multiple vulnerabilities in IBM MQ Agent images

Summary Multiple vulnerabilities were addressed in IBM MQ Agent images Vulnerability Details CVEID:CVE-2026-75104 DESCRIPTION: Hugging Face Transformers fails to validate shard filenames in checkpoint index files, allowing attackers to read arbitrary files outside the model directory. Attackers c...

Security Bulletin: Multiple Vulnerabilities in IBM watsonx Code Assistant On Prem

Summary Multiple vulnerabilities were addressed in IBM watsonx Code Assistant On Prem V5.3.1 Patch 12 Vulnerability Details CVEID:CVE-2026-12143 DESCRIPTION: form-data is a library for creating readable multipart/form-data streams. In versions through 4.0.5, the field argument to FormDataappend a...

ROOT-APP-PYPI-CVE-2026-9856 CVE-2026-9856 in transformers - Patched by Root

Root has patched CVE-2026-9856 in the transformers package for Root:PyPI. Multiple fixed versions available...

PYSEC-2026-3929 Transformers save_pretrained path traversal allows arbitrary file writes through chat template names

A vulnerability in huggingface/transformers versions 5.10.0 allows an attacker to perform arbitrary file writes via path traversal. The issue resides in the savepretrained methods of PreTrainedTokenizerBase and ProcessorMixin, where keys from the chattemplate dictionary are used directly as...

Transformers save_pretrained path traversal allows arbitrary file writes through chat template names

A vulnerability in huggingface/transformers versions 5.10.0 allows an attacker to perform arbitrary file writes via path traversal. The issue resides in the savepretrained methods of PreTrainedTokenizerBase and ProcessorMixin, where keys from the chattemplate dictionary are used directly as...

Security Bulletin: Vulnerabilities exists in IBM Netezza Software

Summary Vulnerabilities identified in IBM Netezza Software have been addressed in version 11.3.1.4. Vulnerability Details CVEID:CVE-2025-14920 DESCRIPTION: Hugging Face Transformers Perceiver Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows...