This method improves data tracking through advanced watermarking techniques.
― 6 min read
Cutting edge science explained simply
This method improves data tracking through advanced watermarking techniques.
― 6 min read
Fantastyc enhances federated learning through blockchain for improved privacy and security.
― 5 min read
A new framework improves healthcare collaboration while protecting patient privacy.
― 5 min read
Introducing GENIE, a watermarking method for safeguarding Graph Neural Networks against theft.
― 5 min read
New strategies improve deep reinforcement learning against adversarial noise.
― 6 min read
A new method enhances targeted attacks using easy samples in neural networks.
― 5 min read
This article examines enhancements to SSMs for resilience against adversarial perturbations.
― 6 min read
Introducing a method to evaluate model resilience against data poisoning attacks.
― 6 min read
Learn how to maintain secure collaboration among parties in cryptography.
― 7 min read
A new approach enhances reliability in decentralized communication systems for better security.
― 6 min read
This study investigates the limits of accuracy and robustness in machine learning models.
― 6 min read
A method combining SGD and privacy techniques for effective data analysis.
― 6 min read
A new watermarking method aids in identifying synthetic tabular data.
― 5 min read
New methods improve unlearning harmful data in machine learning systems.
― 5 min read
A new approach to enhance homomorphic encryption processing speeds.
― 7 min read
A new method to verify machine unlearning effectively and securely.
― 7 min read
A new method enhances recommendation systems while protecting user privacy.
― 5 min read
A new method to safeguard datasets against unauthorized usage in generative models.
― 7 min read
A new protocol combines transport and encryption for safe, efficient data movement.
― 6 min read
A study on the effectiveness of OOD detectors against adversarial examples.
― 8 min read
New methods to protect data privacy in cloud computing environments.
― 7 min read
Introducing watermarking to protect counterfactual explanations in machine learning.
― 6 min read
A new framework enhances how users query IoT data and classify threats.
― 7 min read
A new system facilitates private use of LLMs through HPC resources.
― 6 min read
Local Differential Privacy enables secure data sharing while protecting individual user information.
― 6 min read
FernUniversität works on open LLM infrastructure to support education.
― 4 min read
A new algorithm enhances data exchange among vehicles while ensuring privacy.
― 7 min read
Examining the security of SHA-256 and recent collision finding techniques.
― 6 min read
New hybrid methods improve efficiency in integer factorization for cryptography.
― 6 min read
A novel approach to ensure privacy while maintaining text utility in NLP models.
― 7 min read
Quantum communication offers secure data transmission using quantum mechanics principles.
― 5 min read
A framework for formal verification of oblivious algorithms to protect sensitive data.
― 5 min read
A method for compressing images while ensuring their security during transmission.
― 4 min read
A new system enhances data processing while ensuring user privacy and efficient resource use.
― 6 min read
Researchers examine methods to secure sensitive information in text classification models.
― 6 min read
Exploring backdoor attacks and graph reduction methods in GNNs.
― 5 min read
A look into how quantum mechanics enhances secure information sharing.
― 5 min read
This article discusses a new method for protecting confidential data in message-passing applications.
― 8 min read
An overview of privacy risks and strategies for responsible AI use.
― 5 min read
Examining membership inference attacks on time-series forecasting models in healthcare.
― 6 min read