Advancing the State-of-the-Art in Empirical Privacy Auditing

Authors: Nicole Mitchell, Galen Andrew, Arun Ganesh, Brendan McMahan, Peter Kairouz | Published: 2026-06-09

HE-DAP: Homomorphic Encryption-based Dynamic Adaptive Parameter Optimization for Statistical Computation

Authors: Yun-Soo Park, Hyunmin Choi, Hyoungshick Kim, Mun-Kyu Lee | Published: 2026-06-09

Privacy-Preserving Credit Risk Prediction with Alternative Data

Authors: Hongzhe Zhang, Jiarong Xu, Jing He, Xiao Fang | Published: 2026-06-09

Semantic Multi-Agent Intrusion Detection for IoT:Zero-Day and Adversarial Threats with Risk-Aware Reasoning

Authors: Saeid Jamshidi | Published: 2026-06-09

Game-Theoretic Multi-Agent Control for Robust Contextual Reasoning in LLMs

Authors: Saeid Jamshidi, Amin Nikanjam, Arghavan Moradi Dakhel, Kawser Wazed Nafi, Foutse Khomh | Published: 2026-06-09

RECON: An LLM-Enhanced Backward Constraint Analysis Framework

Authors: Babangida Bappah, Lamine Noureddine, Umar Farooq, Aisha Ali-Gombe | Published: 2026-06-09

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

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