remove-ai-watermarks

Remove AI Watermarks Remove AI provenance marks from images and video you generated yourself: known visible labels such as the Google Gemini sparkle watermark and vendor text marks; invisible pixel watermarks through direct local-format disruption or diffusion regeneration; C2PA, EXIF, XMP, IPTC,...

TNC-Defense

TNC-Defense TNC-Defense provides research code for detecting and detoxifying backdoors in text-to-image diffusion models. The repository currently includes detection pipelines for Stable Diffusion v1.4, Stable Diffusion v1.5, Stable Diffusion XL, and Stable Diffusion 3 Medium, together with...

ODPure

ODPure: Backdoor Purification for Object Detection via Ensemble Corruption Consensus The first input-stage black-box purification defense tailored for object detectors against backdoor attacks. 📖 Overview ODPure is the first input-stage, black-box purification framework tailored for defending...

Stable Diffusion Webui 1.10.0 - Open Redirect

An open redirect vulnerability exists in Stable-Diffusion-Webui 1.10.0, where the file parameter in the /file= endpoint can be manipulated to redirect users to malicious websites. This could facilitate phishing attacks by tricking users into visiting attacker-controlled URLs. id: CVE-2024-11044...

Mirage: Targeted Jailbreaks against Post-Generation Safety Checkers in Multimodal Diffusion Models

Post-generation safety checkers are widely employed in diffusion-model pipelines to prevent unsafe generated content from reaching users. In this paper, we show that these safety checkers can still be bypassed by our proposed multimodal jailbreak attack, Mirage. Given an adversarial target, which...

CVE-2026-111987

A vulnerability was identified in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. Affected by this vulnerability is the function readmetadatafromsafetensors of the file modules/sdmodels.py of the component Extra-Networks Card Builder. Such manipulation of the argument metadata.sshsmodelhash...

CVE-2026-111986

A vulnerability was determined in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. Affected is the function getobjfromstr of the file modules/sdmodels.py of the component Model Instantiation. This manipulation of the argument Target causes code injection. The attack can be initiated remotely. T...

CVE-2026-111987 AUTOMATIC1111 stable-diffusion-webui Extra-Networks Card Builder sd_models.py read_metadata_from_safetensors cross site scripting

A vulnerability was identified in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. Affected by this vulnerability is the function readmetadatafromsafetensors of the file modules/sdmodels.py of the component Extra-Networks Card Builder. Such manipulation of the argument metadata.sshsmodelhash...

EUVD-2026-103507

A vulnerability was identified in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. Affected by this vulnerability is the function readmetadatafromsafetensors of the file modules/sdmodels.py of the component Extra-Networks Card Builder. Such manipulation of the argument metadata.sshsmodelhash...

CVE-2026-111987 AUTOMATIC1111 stable-diffusion-webui Extra-Networks Card Builder sd_models.py read_metadata_from_safetensors cross site scripting

A vulnerability was identified in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. Affected by this vulnerability is the function readmetadatafromsafetensors of the file modules/sdmodels.py of the component Extra-Networks Card Builder. Such manipulation of the argument metadata.sshsmodelhash...

CVE-2026-111987

A Cross-Site Scripting (XSS) vulnerability exists in AUTOMATIC1111 stable-diffusion-webui up to version 1.10.1 . The flaw is located within the Extra-Networks Card Builder component, specifically in the read_metadata_from_safetensors function of the modules/sd_models.py file. An attacker can trig...

CVE-2026-111986 AUTOMATIC1111 stable-diffusion-webui Model Instantiation sd_models.py get_obj_from_str code injection

A vulnerability was determined in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. Affected is the function getobjfromstr of the file modules/sdmodels.py of the component Model Instantiation. This manipulation of the argument Target causes code injection. The attack can be initiated remotely. T...

CVE-2026-111986 AUTOMATIC1111 stable-diffusion-webui Model Instantiation sd_models.py get_obj_from_str code injection

A vulnerability was determined in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. Affected is the function getobjfromstr of the file modules/sdmodels.py of the component Model Instantiation. This manipulation of the argument Target causes code injection. The attack can be initiated remotely. T...

EUVD-2026-103506

A vulnerability was determined in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. Affected is the function getobjfromstr of the file modules/sdmodels.py of the component Model Instantiation. This manipulation of the argument Target causes code injection. The attack can be initiated remotely. T...

CVE-2026-111986

The AUTOMATIC1111 stable-diffusion-webui (up to version 1.10.1 ) is vulnerable to a code injection flaw within the Model Instantiation component. Specifically, the get_obj_from_str function in modules/sd_models.py fails to properly handle the Target argument, allowing an attacker to initiate a re...

CVE-2026-111984

A vulnerability has been found in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. This affects the function createitemhtml of the file modules/uiextranetworks.py of the component Card Builder. The manipulation of the argument filename leads to cross site scripting. It is possible to initiate t...

CVE-2026-111985

A vulnerability was found in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. This impacts the function readmetadatafromsafetensors of the file modules/sdmodels.py of the component Metadata Extraction. The manipulation of the argument header length field results in allocation of resources. It i...

EUVD-2026-103476

A vulnerability was found in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. This impacts the function readmetadatafromsafetensors of the file modules/sdmodels.py of the component Metadata Extraction. The manipulation of the argument header length field results in allocation of resources. It i...

CVE-2026-111985 AUTOMATIC1111 stable-diffusion-webui Metadata Extraction sd_models.py read_metadata_from_safetensors allocation of resources

A vulnerability was found in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. This impacts the function readmetadatafromsafetensors of the file modules/sdmodels.py of the component Metadata Extraction. The manipulation of the argument header length field results in allocation of resources. It i...

CVE-2026-111985 AUTOMATIC1111 stable-diffusion-webui Metadata Extraction sd_models.py read_metadata_from_safetensors allocation of resources

A vulnerability was found in AUTOMATIC1111 stable-diffusion-webui up to 1.10.1. This impacts the function readmetadatafromsafetensors of the file modules/sdmodels.py of the component Metadata Extraction. The manipulation of the argument header length field results in allocation of resources. It i...