Diffusers has a `trust_remote_code` bypass via `custom_pipeline` and local custom components

Impact A trustremotecode bypass in DiffusionPipeline.frompretrained allows arbitrary remote code execution despite the user passing trustremotecode=False or omitting it, which is the default. The vulnerability has three variants, all sharing the same root cause — the trustremotecode gate was...

Arbitrary Code Injection

Overview diffusers is a State-of-the-art diffusion in PyTorch and JAX. Affected versions of this package are vulnerable to Arbitrary Code Injection in the frompretrained fucntion when a repository contains a None.py file and the custompipeline argument is not supplied. An attacker can execute...

Diffusers has a `trust_remote_code` bypass via `custom_pipeline` and local custom components

Background This vulnerability is found in the DiffusionPipeline.frompretrained flow, which is used to load a pipeline from the HuggingFace Hub. This function accepts an optional custompipeline keyword argument: the name of a Python file in the repo that contains a custom class inheriting from...

GHSA-J7W6-VPVQ-J3GM Diffusers has a `trust_remote_code` bypass via `custom_pipeline` and local custom components

Background This vulnerability is found in the DiffusionPipeline.frompretrained flow, which is used to load a pipeline from the HuggingFace Hub. This function accepts an optional custompipeline keyword argument: the name of a Python file in the repo that contains a custom class inheriting from...

PJSIP 信任管理问题漏洞

PJSIP is an open-source, free and open-source multimedia communication library developed in C language. It implements standards-based protocols such as SIP, SDP, RTP, STUN, TURN, and ICE. Prior to PJSIP version 2.17, there were vulnerabilities related to trust management. These vulnerabilities...

Ivanti EPMM 信任管理问题漏洞

Ivanti EPMM is a product developed by the American company Ivanti, designed to help IT departments establish policies for mobile devices, applications, and content. Versions of Ivanti EPMM prior to 12.6.1.1, 12.7.0.1, and 12.8.0.1 contained vulnerabilities related to trust management. These...

PT-2026-38414

Name of the Vulnerable Software and Affected Versions gittuf versions prior to 0.14.0 Description An attacker with push access to the Reference State Log RSL can roll back the current policy to any previous policy trusted by the current set of root keys. This occurs because gittuf determines the...

Yarbo 信任管理问题漏洞

Yarbo is a modular intelligent courtyard maintenance robot developed by the American company Yarbo. Version 2.3.9 of Yarbo contains a vulnerability related to trust management. This vulnerability stems from hard-coded administrator credentials, which could allow attackers who are aware of these...

PT-2026-39298

Name of the Vulnerable Software and Affected Versions Diffusers versions prior to 0.38.0 Description An issue exists in the DiffusionPipeline.from pretrained flow when loading pipelines from Hugging Face Hub repositories. The resolve custom pipeline and cls function in pipeline loading utils.py...

Ivanti EPMM 信任管理问题漏洞

Ivanti EPMM is a product developed by the American company Ivanti that allows IT departments to establish policies for mobile devices, applications, and content. Versions of Ivanti EPMM prior to 12.6.1.1, 12.7.0.1, and 12.8.0.1 contained vulnerabilities related to trust management. These...

Unity Linux 20.1050e / 20.1060e / 20.1070e Security Update: python-pip (UTSA-2026-016500)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-016500 advisory. Requests is a HTTP library. Due to a URL parsing issue, Requests releases prior to 2.32.4 may leak .netrc credentials to third parties for specific maliciously-craft...

GHSA-V87R-6Q3F-2J67 GitPython: Newline injection in config_writer().set_value() enables RCE via core.hooksPath

GitConfigParser.setvalue passes values to Python's configparser without validating for newlines. GitPython's own write converts embedded newlines into indented continuation lines e.g. \n becomes \n\t, but Git still accepts an indented core stanza as a section header — so the injected core.hooksPa...

CVE-2026-40243 Incus OVN TLS verification accepts peer-supplied roots and permits endpoint impersonation

Incus is a system container and virtual machine manager. In versions before 7.0.0, broken TLS validation logic in the OVN database connection logic can allow connections to an attacker's OVN database. The OVN client implementations disable Go standard TLS server verification and replace it with...

CVE-2026-40243

Incus is a system container and virtual machine manager. In versions before 7.0.0, broken TLS validation logic in the OVN database connection logic can allow connections to an attacker's OVN database. The OVN client implementations disable Go standard TLS server verification and replace it with...

CVE-2026-41889 vulnerabilities

Vulnerabilities for packages: cloudnative-pg, seaweedfs-rocksdb-fips, splunk-otel-collector-fips, argo-workflows-fips, chainloop-control-plane-fips, ory-kratos, openbao-fips, hydra, keda, step-ca, step, spicedb, caddy-fips, kots, temporal-fips, cloudprober-fips, harbor-fips, openfga-fips,...

Websites with an undefined trust level: avoiding the trap

Executive summary A suspicious website is a web resource that cannot be definitively classified as phishing, but whose activities are unsafe. Such sites manipulate users, tricking them into voluntarily transferring money for non-existent services, signing up for hidden subscriptions, or disclosin...

PT-2026-37423

Name of the Vulnerable Software and Affected Versions Linux Kernel affected versions not specified Description An out-of-bounds array access exists in the WiFi wl1251 driver. The wl1251 tx packet cb function uses a firmware completion ID, provided as a raw u8 from the completion block, to index t...

Incus 信任管理问题漏洞

Incus is a system container and virtual machine manager developed by LXC. Versions of Incus prior to 7.0.0 contained a vulnerability related to trust management. This vulnerability stemmed from a corrupted TLS verification logic in the OVN database connection logic. It could allow attackers to...

Cisco ISE 安全漏洞

Cisco ISE is a NAC solution developed by the American company Cisco. It is used to manage access to network resources for endpoints, users, and devices in a zero-trust architecture. Cisco ISE has a security vulnerability that arises from observing error messages when calling affected API endpoint...

DecodingTrust-Agent Platform (DTap): A Controllable and Interactive Red-Teaming Platform for AI Agents

AI agents are increasingly deployed across diverse domains to automate complex workflows through long-horizon and high-stakes action executions. Due to their high capability and flexibility, such agents raise significant security and safety concerns. A growing number of real-world incidents have...