This research explores methods to learn shallow quantum circuits despite noise.
― 6 min read
Computer Science - Cryptography and Security
RSSA new watermarking method aids in identifying synthetic tabular data.
― 5 min read
A look into how propaganda spreads on Telegram during conflicts.
― 6 min read
Competition reveals vulnerabilities and defenses in language model security.
― 3 min read
A new framework for analyzing data streams while ensuring user privacy.
― 5 min read
Exploring privacy threats in image processing using diffusion models and leaked gradients.
― 7 min read
Analyzing data privacy through Bayesian inference with constraints.
― 6 min read
Exploring methods to protect personal images from AI misuse.
― 6 min read
This article discusses a new method to improve robustness against adversarial attacks in image classification.
― 6 min read
Examining security risks in mmWave networks utilizing simultaneous wireless information and power transfer.
― 6 min read
A study on improving model extraction techniques for deep learning security.
― 6 min read
A new approach to enhance homomorphic encryption processing speeds.
― 7 min read
This paper introduces a framework to evaluate vulnerabilities in large language models.
― 3 min read
Learn how target unlearning safeguards privacy by allowing models to forget specific information.
― 5 min read
A new method to verify machine unlearning effectively and securely.
― 7 min read
This article discusses feature unlearning and its impact on privacy and fairness in machine learning.
― 6 min read
This article explores the impact of data poisoning on language model alignment.
― 6 min read
Artists face risks as new technologies mimic their unique styles.
― 6 min read
P3GNN enhances APT detection while protecting data privacy in SDN networks.
― 6 min read
Blending traditional clustering methods with privacy protections using differential privacy.
― 6 min read
Learn how backdoor attacks threaten machine learning systems and methods to defend against them.
― 6 min read
A method to maintain privacy while sharing urban traffic statistics.
― 5 min read
New methods enhance predictions by focusing on code functionality instead of variable names.
― 6 min read
A framework to improve APT detection while protecting privacy.
― 5 min read
LDMeta enhances privacy and efficiency in distributed learning methods.
― 6 min read
The study examines how influencer ads shape VPN perceptions and online safety beliefs.
― 5 min read
Exploring the safety challenges posed by adversarial attacks on multimodal agents.
― 6 min read
LLMs assist human raters in effectively identifying harmful online content.
― 5 min read
This paper examines risks and maintenance issues with Chrome extensions.
― 4 min read
New research reveals efficient proof systems in bounded quantum storage environments.
― 5 min read
A method to enhance data privacy in federated learning by removing specific data influences.
― 5 min read
Addressing the safety concerns of code produced by large language models.
― 7 min read
A new defense strategy for LLMs against backdoor attacks.
― 5 min read
A new method to safeguard datasets against unauthorized usage in generative models.
― 7 min read
This article explores how differential privacy safeguards ECG data in healthcare.
― 6 min read
A study on intrusion detection systems for identifying masquerade attacks in vehicle networks.
― 7 min read
Explore the evolution and challenges of Maximal Extractable Value in DeFi.
― 7 min read
A new lightweight approach to enhance cyber threat sharing among IoT devices.
― 5 min read
A new dataset aims to improve the safety of text-to-image models against harmful content.
― 6 min read
A new method reduces privacy risks in retrieval-augmented generation applications.
― 5 min read