CVE-2025-49837

GPT-SoVITS-WebUI is a voice conversion and text-to-speech webUI. In versions 20250228v3 and prior, there is an unsafe deserialization vulnerability in vr.py AudioPre. The modelchoose variable takes user input e.g. a path to a model and passes it to the uvr function. In uvr, a new instance of...

Beakon Learning Management System Sharable Content Object Reference Model 安全漏洞

Beakon Learning Management System Sharable Content Object Reference Model is a learning management system from Beakon Australia. A security vulnerability exists in Beakon Learning Management System Sharable Content Object Reference Model version V.5.4.3, which stems from mishandling of URL...

Expanding ML-Documentation Standards for Better Security

This article presents the current state of ML-security and of the documentation of ML-based systems, models and datasets in research and practice based on an extensive review of the existing literature. It shows a generally low awareness of security aspects among ML-practitioners and organization...

Large Language Models in Cybersecurity: Applications, Vulnerabilities, and Defense Techniques

Large Language Models LLMs are transforming cybersecurity by enabling intelligent, adaptive, and automated approaches to threat detection, vulnerability assessment, and incident response. With their advanced language understanding and contextual reasoning, LLMs surpass traditional methods in...

SHIELD: a Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks

Audio plays a crucial role in applications like speaker verification, voice-enabled smart devices, and audio conferencing. However, audio manipulations, such as deepfakes, pose significant risks by enabling the spread of misinformation. Our empirical analysis reveals that existing methods for...

A Privacy-Preserving Framework for Advertising Personalization Incorporating Federated Learning and Differential Privacy

To mitigate privacy leakage and performance issues in personalized advertising, this paper proposes a framework that integrates federated learning and differential privacy. The system combines distributed feature extraction, dynamic privacy budget allocation, and robust model aggregation to balan...

The vulnerability of the em_compute_costs() function in the kernel/power/energy_model.c module of the Linux operating system allows a hacker to trigger a service failure.

The vulnerability of the emcomputecosts function in the kernel/power/energymodel.c module of the Linux operating system is related to the lack of checks for division by zero. Exploiting this vulnerability could allow an attacker to cause a service failure...

CVE-2025-53818

GitHub Kanban MCP Server is a Model Context Protocol MCP server for managing GitHub issues in Kanban board format and streamlining LLM task management. Version 0.3.0 of the MCP Server is written in a way that is vulnerable to command injection vulnerability attacks as part of some of its MCP Serv...

CVE-2025-46959

Adobe Experience Manager versions 6.5.22 and earlier are affected by a DOM-based Cross-Site Scripting XSS vulnerability. A low privileged attacker could exploit this issue by manipulating the DOM environment to execute malicious JavaScript within the context of the victim's browser. Exploitation ...

📄 Keras 2.15 Remote Code Execution

This exploit abuses insecure deserialization in Keras model loading. By embedding a malicious "function" object inside a .keras file or config.json, an attacker can execute arbitrary system commands as soon as the model is loaded using keras.models.loadmodel or modelfromjson. This proof of concep...

CVE-2025-49839

GPT-SoVITS-WebUI is a voice conversion and text-to-speech webUI. In versions 20250228v3 and prior, there is an unsafe deserialization vulnerability in bsroformer.py. The modelchoose variable takes user input e.g. a path to a model and passes it to the uvr function. In uvr, a new instance of...

CVE-2025-49838

GPT-SoVITS-WebUI is a voice conversion and text-to-speech webUI. In versions 20250228v3 and prior, there is an unsafe deserialization vulnerability in vr.py AudioPreDeEcho. The modelchoose variable takes user input e.g. a path to a model and passes it to the uvr function. In uvr, a new instance o...

CVE-2025-49841 GHSL-2025-053: GPT-SoVITS Deserialization of Untrusted Data vulnerability

GPT-SoVITS-WebUI is a voice conversion and text-to-speech webUI. In versions 20250228v3 and prior, there is an unsafe deserialization vulnerability in processckpt.py. The SoVITSdropdown variable takes user input and passes it to the loadsovitsnew function in processckpt.py. In loadsovitsnew, the...

CVE-2025-49840 GHSL-2025-052: GPT-SoVITS Deserialization of Untrusted Data vulnerability

GPT-SoVITS-WebUI is a voice conversion and text-to-speech webUI. In versions 20250228v3 and prior, there is an unsafe deserialization vulnerability in inferencewebui.py. The GPTdropdown variable takes user input and passes it to the changegptweights function. In changegptweights, the user input,...

CVE-2025-49840 GHSL-2025-052: GPT-SoVITS Deserialization of Untrusted Data vulnerability

GPT-SoVITS-WebUI is a voice conversion and text-to-speech webUI. In versions 20250228v3 and prior, there is an unsafe deserialization vulnerability in inferencewebui.py. The GPTdropdown variable takes user input and passes it to the changegptweights function. In changegptweights, the user input,...

CVE-2025-49840 GHSL-2025-052: GPT-SoVITS Deserialization of Untrusted Data vulnerability

GPT-SoVITS-WebUI is a voice conversion and text-to-speech webUI. In versions 20250228v3 and prior, there is an unsafe deserialization vulnerability in inferencewebui.py. The GPTdropdown variable takes user input and passes it to the changegptweights function. In changegptweights, the user input,...

CVE-2025-49840

GPT-SoVITS-WebUI is affected by an unsafe deserialization vulnerability in the component inference_webui.py . In versions 20250228v3 and earlier, the GPT_dropdown input is passed to the function change_gpt_weights , where user input (gpt_path) is used with torch.load , causing unsafe deserializat...

CVE-2025-49839

GPT-SoVITS-WebUI contains an unsafe deserialization vulnerability in bsroformer.py (versions 20250228v3 and prior). User-controlled input (model_path) is used to instantiate Roformer_Loader, which appends .ckpt and passes the path to torch.load, enabling unsafe deserialization. At publication, no...

CVE-2025-49838 GHSL-2025-050: GPT-SoVITS Deserialization of Untrusted Data vulnerability

GPT-SoVITS-WebUI is a voice conversion and text-to-speech webUI. In versions 20250228v3 and prior, there is an unsafe deserialization vulnerability in vr.py AudioPreDeEcho. The modelchoose variable takes user input e.g. a path to a model and passes it to the uvr function. In uvr, a new instance o...

CVE-2025-49838 GHSL-2025-050: GPT-SoVITS Deserialization of Untrusted Data vulnerability

GPT-SoVITS-WebUI is a voice conversion and text-to-speech webUI. In versions 20250228v3 and prior, there is an unsafe deserialization vulnerability in vr.py AudioPreDeEcho. The modelchoose variable takes user input e.g. a path to a model and passes it to the uvr function. In uvr, a new instance o...