What the Eyes See, the LLMs Miss: Exploiting Human Perception for Adversarial Text Attacks
Authors: Qin Yang, Lu Malloy, Joshua Lee, Xiaohan Chang, Meisam Mohammady, Doowon Kim, Yuan Hong | Published: 2026-06-08
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On Choosing the $μ$ Parameter in Gaussian Differential Privacy
Authors: Bogdan Kulynych, Antti Honkela | Published: 2026-06-08
FuseFSS: Efficient Secure LLM Inference with Function Secret Sharing
Authors: Yuhan Ma, Yong Li, Stefan Schmid | Published: 2026-06-08
SecureClaw: Clawing Back Control of LLM Agents
Authors: Yuhan Ma, Stefan Schmid | Published: 2026-06-08
Now You (Still) See Me: Detecting Evasive Steganographic Payloads in LLMs
Authors: Charles Westphal, Timothy Douglas, Keivan Navaie, Tiago Pimentel, Fernando E. Rosas | Published: 2026-06-08
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
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