Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform
Authors: Jay Roberts, Kyle Mylonakis, Sidhartha Roy, Kaan Kale | Published: 2025-06-11
Literature Database
LLMs Cannot Reliably Judge (Yet?): A Comprehensive Assessment on the Robustness of LLM-as-a-Judge
Authors: Songze Li, Chuokun Xu, Jiaying Wang, Xueluan Gong, Chen Chen, Jirui Zhang, Jun Wang, Kwok-Yan Lam, Shouling Ji | Published: 2025-06-11
Adversarial Surrogate Risk Bounds for Binary Classification
Authors: Natalie S. Frank | Published: 2025-06-11
Design Patterns for Securing LLM Agents against Prompt Injections
Authors: Luca Beurer-Kellner, Beat Buesser Ana-Maria Creţu, Edoardo Debenedetti, Daniel Dobos, Daniel Fabian, Marc Fischer, David Froelicher, Kathrin Grosse, Daniel Naeff, Ezinwanne Ozoani, Andrew Paverd, Florian Tramèr, Václav Volhejn | Published: 2025-06-10 | Updated: 2025-06-11
Your Agent Can Defend Itself against Backdoor Attacks
Authors: Li Changjiang, Liang Jiacheng, Cao Bochuan, Chen Jinghui, Wang Ting | Published: 2025-06-10 | Updated: 2025-06-11
Understanding the Error Sensitivity of Privacy-Aware Computing
Authors: Matías Mazzanti, Esteban Mocskos, Augusto Vega, Pradip Bose | Published: 2025-06-09
TokenBreak: Bypassing Text Classification Models Through Token Manipulation
Authors: Kasimir Schulz, Kenneth Yeung, Kieran Evans | Published: 2025-06-09
Secure Distributed Learning for CAVs: Defending Against Gradient Leakage with Leveled Homomorphic Encryption
Authors: Muhammad Ali Najjar, Ren-Yi Huang, Dumindu Samaraweera, Prashant Shekhar | Published: 2025-06-09
SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark
Authors: Rui Wen, Yiyong Liu, Michael Backes, Yang Zhang | Published: 2025-06-09
Are Trees Really Green? A Detection Approach of IoT Malware Attacks
Authors: Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Giacinto | Published: 2025-06-09