Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models
Authors: Bartłomiej Marek, Lorenzo Rossi, Vincent Hanke, Xun Wang, Michael Backes, Franziska Boenisch, Adam Dziedzic | Published: 2026-06-08
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Trustworthy Smart Fabs via Professional Proxies: Scaling Safe and Sustainable by Design (SSbD) through Industrial Data Spaces
Authors: Han-Teng Liao, Chang-Yi Kao, Karen Ang | Published: 2026-06-08
PrivCode++: Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees
Authors: Zheng Liu, Chen Gong, Terry Yue Zhuo, Zhou Yang, Kecen Li, Wenlong Meng, Xinwen Hou, Yu Liu, Xiaochen Li | Published: 2026-06-08
Steganography Without Modification: Hidden Communication via LLM Seeds
Authors: Felix Mächtle, Jonas Sander, Sebastian Berndt, Ben Weimar, Nils Loose, Thomas Eisenbarth | Published: 2026-06-08
Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges
Authors: Tiejin Chen, Pingzhi Li, Kaixiong Zhou, Tianlong Chen, Hua Wei | Published: 2026-06-08
PAC-Bayesian Adversarially Robust Generalization for Message Passing Graph Neural Networks: A Sensitivity Analysis
Authors: Ziling Liang, Xinping Yi, Qingsong Wen, Shi Jin | Published: 2026-06-04
Robust Ensemble of Selectively Strengthened and Augmented Predictors
Authors: Parsa Memarzadehsaghezi, Zahra Hashemi, Pooria Madani, Mehran Ebrahimi | Published: 2026-06-04
TinyML-Driven Cybersecurity for Autonomous Spacecraft: Latency-Accuracy Analysis for SPARTA RF and Cyber Threat Detection
Authors: Van Le, Trevor Tran, Tan Le | Published: 2026-06-04
Membrane: A Self-Evolving Contrastive Safety Memory for LLM Agent Defense
Authors: Minseok Choi, Seungbin Yang, Dongjin Kim, Subin Kim, Jungmin Son, Yunseung Lee, Jaegul Choo, Youngjun Kwak | Published: 2026-06-04
An Embarrassingly Simple Detector for Model Extraction Attacks in Large Language Model API Traffic
Authors: Shuze Liu, Qianwen Guo, Yushun Dong | Published: 2026-06-04