Privacy Vulnerabilities of Attention Layers in Tabular Foundation Models and Protection of High-Risk Queries
Authors: Tânia Carvalho, Maxime Cordy | Published: 2026-06-24
Literature Database
Color Matters: Trigger Color Affects Success in Federated Backdoor Attacks
Authors: Kavindu Herath, Joshua C. Zhao, Saurabh Bagchi | Published: 2026-06-24
Can Machine Learning Break Wi-Fi Privacy? A Study on MAC Address Randomization
Authors: Marta Puig, Costas Michaelides, Lucia Pintor, Boris Bellalta, Francesc Wilhelmi | Published: 2026-06-24
Do Encoders Suffice? A Systematic Comparison of Encoder and Decoder Safety Judges for LLM Adversarial Evaluation
Authors: Han Jeon, Shiv Medler, Joseph Voyles, Matt Wood | Published: 2026-06-24
RAS: Measuring LLM Safety Through Refusal Alignment
Authors: Chang-Chieh Huang, Yan-Lun Chen, Chia-Mu Yu, Wei-Bin Lee | Published: 2026-06-24
Taxonomy of Risks on Automated Fact-Checking Systems Considering its Propagation
Authors: Jun Yajima, Tatsuya Oka, Takao Okubo | Published: 2026-06-24
An Approach for a Supporting Multi-LLM System for Automated Certification Based on the German IT-Grundschutz
Authors: Lea Roxanne Muth, Marian Margraf | Published: 2026-06-24
CrypFormBench: Benchmarking Formal Analysis Capability of Large Language Models for Cryptographic Schemes
Authors: Zhaoxuan Li, Qionglu Zhang, Hengyuan Liu, Xiaoyan Gu, Xianhui Lu, Hongbo Liu, Bingzheng Wang, Haihui Fan, Ziming Zhao, Rui Zhang, Li Zhou | Published: 2026-06-24
Security and Privacy in Retrieval-Augmented Generation: Architectures, Threats, Defenses, and Future Directions for Building Trustworthy Systems
Authors: Balamurugan Palanisamy, G S S Chalapathi, Vikas Hassija, Rajkumar Buyya | Published: 2026-06-24
A Red Teaming Framework for Large Language Models: A Case Study on Faithfulness Evaluation
Authors: Abrar Alotaibi, Raed Mughus, Moataz Ahmed | Published: 2026-06-24