13577 matches found
LATENT: LLM-Augmented Trojan Insertion and Evaluation Framework for Analog Netlist Topologies
Analog and mixed-signal A/MS integrated circuits ICs are integral to safety-critical applications. However, the globalization and outsourcing of A/MS ICs to untrusted third-party foundries expose them to security threats, particularly analog Trojans. Unlike digital Trojans which have been...
CVE-2024-45581
Memory corruption while sound model registration for voice activation with audio kernel driver...
Large Language Model-Driven Security Assistant for Internet of Things Via Chain-Of-Thought
The rapid development of Internet of Things IoT technology has transformed people's way of life and has a profound impact on both production and daily activities. However, with the rapid advancement of IoT technology, the security of IoT devices has become an unavoidable issue in both research an...
An Agent-Based Modeling Approach to Free-Text Keyboard Dynamics for Continuous Authentication
Continuous authentication systems leveraging free-text keyboard dynamics offer a promising additional layer of security in a multifactor authentication setup that can be used in a transparent way with no impact on user experience. This study investigates the efficacy of behavioral biometrics by...
TOTOLINK A950RG 安全漏洞
The TOTOLINK A950RG is an ultra-generation Giga wireless router from China's Gion Electronics TOTOLINK. The TOTOLINK A950RG suffers from a buffer overflow vulnerability that originates from the failure of the setNoticeCfg interface NoticeUrl parameter in /lib/cstemodules/system.so to correctly...
Efficient Full-Stack Private Federated Deep Learning with Post-Quantum Security
Federated learning FL enables collaborative model training while preserving user data privacy by keeping data local. Despite these advantages, FL remains vulnerable to privacy attacks on user updates and model parameters during training and deployment. Secure aggregation protocols have been...
Privacy-Preserving Transformers: SwiftKey'S Differential Privacy Implementation
In this paper we train a transformer using differential privacy DP for language modeling in SwiftKey. We run multiple experiments to balance the trade-off between the model size, run-time speed and accuracy. We show that we get small and consistent gains in the next-word-prediction and accuracy...
MTL-UE: Learning to Learn Nothing for Multi-Task Learning
Most existing unlearnable strategies focus on preventing unauthorized users from training single-task learning STL models with personal data. Nevertheless, the paradigm has recently shifted towards multi-task data and multi-task learning MTL, targeting generalist and foundation models that can...
CVE-2025-43851
Retrieval-based-Voice-Conversion-WebUI is a voice changing framework based on VITS. Versions 2.2.231006 and prior are vulnerable to unsafe deserialization. The modelchoose variable takes user input e.g. a path to a model and passes it to the uvr function in vr.py. In uvr , a new instance of...
CVE-2025-43852
Retrieval-based-Voice-Conversion-WebUI is a voice changing framework based on VITS. Versions 2.2.231006 and prior are vulnerable to unsafe deserialization. The modelchoose variable takes user input e.g. a path to a model and passes it to the uvr function in vr.py. In uvr , if modelname contains t...
Exploit for Path Traversal in Ollama
Ollama CVE-2024-39722 Exploit Tool This tool is designed to e...
[SECURITY] Fedora 41 Update: nodejs20-20.19.1-1.fc41
Node.js is a platform built on Chrome's JavaScript runtime \ for easily building fast, scalable network applications. \ Node.js uses an event-driven, non-blocking I/O model that \ makes it lightweight and efficient, perfect for data-intensive \ real-time applications that run across distributed...
OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models
Large language models LLMs trained over extensive corpora risk memorizing sensitive, copyrighted, or toxic content. To address this, we propose OBLIVIATE, a robust unlearning framework that removes targeted data while preserving model utility. The framework follows a structured process: extractin...
An LLM-Based Self-Evolving Security Framework for 6G Space-Air-Ground Integrated Networks
Recently emerged 6G space-air-ground integrated networks SAGINs, which integrate satellites, aerial networks, and terrestrial communications, offer ubiquitous coverage for various mobile applications. However, the highly dynamic, open, and heterogeneous nature of SAGINs poses severe security...
GHSA-53WX-PR6Q-M3J5 Apache Parquet Java: Potential malicious code execution from trusted packages in the parquet-avro module when reading an Avro schema from a Parquet file metadata
Schema parsing in the parquet-avro module of Apache Parquet 1.15.0 and previous versions allows bad actors to execute arbitrary code. While 1.15.1 introduced a fix to restrict untrusted packages, the default setting of trusted packages still allows malicious classes from these packages to be...
CVE-2025-46762
Schema parsing in the parquet-avro module of Apache Parquet 1.15.0 and previous versions allows bad actors to execute arbitrary code. While 1.15.1 introduced a fix to restrict untrusted packages, the default setting of trusted packages still allows malicious classes from these packages to be...
CVE-2025-46762
Schema parsing in the parquet-avro module of Apache Parquet 1.15.0 and previous versions allows bad actors to execute arbitrary code. While 1.15.1 introduced a fix to restrict untrusted packages, the default setting of trusted packages still allows malicious classes from these packages to be...
CVE-2024-45581
Memory corruption while sound model registration for voice activation with audio kernel driver...
CVE-2025-46762 Apache Parquet Java: Potential malicious code execution from trusted packages in the parquet-avro module when reading an Avro schema from a Parquet file metadata
Schema parsing in the parquet-avro module of Apache Parquet 1.15.0 and previous versions allows bad actors to execute arbitrary code. While 1.15.1 introduced a fix to restrict untrusted packages, the default setting of trusted packages still allows malicious classes from these packages to be...