Tags → #adversarial machine learning

Tools
EveGuard Introduces New Framework for Voice Privacy Protection
Nov 19, 2024 EveGuard is a newly introduced software-driven defense framework designed to protect voice privacy from eavesdropping via vibrometry-based side channels, utilizing innovative techniques to enhance audio quality while suppressing unauthorized signal capture.
Tools
Research Explores Quantitative Information Flow in Cybersecurity Systems
Nov 18, 2024 A recent study investigates the use of Quantitative Information Flow (QIF) to enhance cybersecurity by minimizing information leakage through various modeling approaches and proposed solutions.
Vulnerabilities
Scrutiny of Language Models Due to Extraction Attack Vulnerabilities
Nov 12, 2024 Language models are under scrutiny for their vulnerability to extraction attacks, which can reveal sensitive information from their training data.
Tools
New Defense Mechanism BAN Enhances Backdoor Detection in Deep Learning
Nov 11, 2024 A novel defense mechanism called BAN has been proposed to enhance the detection of backdoor attacks on deep learning models, demonstrating superior performance and efficiency compared to existing methods.