Combining Federated Learning with privacy techniques protects sensitive data while training models.
― 5 min read
Computer Science - Cryptography and Security
RSSNew methods in federated learning protect against attacks while maintaining data privacy.
― 7 min read
Learn about the risks of EM-SCA and its impact on digital security.
― 6 min read
TSTEM enhances cyber threat intelligence through automated data collection and analysis.
― 5 min read
Learn how fuzzing can identify vulnerabilities in FPGA configurations, particularly in Xilinx devices.
― 4 min read
A new secure approach to managing healthcare data using AI.
― 6 min read
This article examines privacy threats in decentralized learning methods and the tactics of potential attackers.
― 8 min read
Exploring the balance between privacy and learning efficiency in machine learning.
― 7 min read
A new framework aims to enhance transaction fee management on blockchain networks.
― 6 min read
Research uncovers vulnerabilities in smartphone gait recognition technology.
― 6 min read
Watermarks can help protect copyright in AI model training by proving text usage.
― 5 min read
A new method for intrusion detection in Wireless Sensor Networks using machine learning.
― 6 min read
This article examines the threat of backdoor attacks on language model agents.
― 5 min read
SPML enhances chatbot safety by monitoring user inputs and refining definitions.
― 7 min read
This article examines how language models can adopt ideological biases from training data.
― 5 min read
Exploring the threats posed by indiscriminate data poisoning in self-supervised learning.
― 7 min read
A system to check fairness in machine learning while protecting model privacy.
― 5 min read
A study reveals effective strategies for enhancing threat hunting in cybersecurity.
― 6 min read
New technique improves bug detection in JavaScript engines using advanced models.
― 6 min read
Examining how fine-tuning increases the risk of revealing sensitive training data.
― 6 min read
A new method enhances deep learning models' strength and accuracy.
― 6 min read
Exploring the role of lattices in secure cryptographic systems.
― 4 min read
Understanding the risks and solutions for protecting essential services.
― 7 min read
A system monitoring communication traffic to improve vehicle safety and protect against threats.
― 7 min read
A novel method to watermark audio created by diffusion models for ownership protection.
― 6 min read
This study evaluates machine learning methods for improving intrusion detection systems.
― 8 min read
Exploring the security challenges of prompt engineering with LLMs.
― 7 min read
A look into reconstruction attacks and their impact on data privacy in machine learning.
― 8 min read
A new approach for secure anomaly detection in graph data.
― 7 min read
Learn about threat modeling and its importance in business security management.
― 7 min read
Fake resumes manipulate job platforms, harming companies and seekers.
― 4 min read
Assessing GNN effectiveness against security risks in integrated circuits.
― 6 min read
A study on using DistilBERT for effective phishing email detection.
― 8 min read
A new method to enhance efficiency in digital crime investigations.
― 7 min read
Examining the challenges and solutions in Collaborative Machine Learning for better privacy and safety.
― 5 min read
Exploring how generative AI can enhance communication security and address emerging threats.
― 6 min read
A new watermarking method safeguards customized language models from unauthorized use.
― 5 min read
A new method to improve machine learning models affected by poor data.
― 6 min read
A method to fix backdoor issues in foundation models without losing functionality.
― 7 min read
This study uncovers what attackers know in adversarial attacks against image recognition models.
― 8 min read