Comparative Analysis of Inference-Time Defense Methods for Multimodal Large Language Models
Authors: Bulat Nutfullin, Vladimir Evgrafov, Dmitry Namiot | Published: 2026-06-09
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Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation
Authors: Yuchen Ling, Shengcheng Yu, Zhenyu Chen, Chunrong Fang | Published: 2026-06-09
Do LLMsMakeNeural Distinguishers Wise?
Authors: Tatsuya Sakagami, Masashi Hisai, Naoto Yanai | Published: 2026-06-09
Improving Adversarial Transferability on Vision-Language Pre-training Models via Surrogate-Specific Bias Correction
Authors: Lijia Yu, Jiuxin Cao, Yuchen Qiang, Changhao Chen, Yifei Huang, Bo Liu | Published: 2026-06-09
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