Literature Database

Hiding the Trees in the Forest: Building Network Covert Channels with Hash-Based Covert Carrier Filtering

Authors: Zexiao Zou, Zhiqiang Wang, Baoxu Liu, Yuyang Han, Yan Zhang | Published: 2026-06-10
Data-Centric Security
Robustness Improvement
Watermarking Technology

OpenPCC: Open and Confidential LLM Serving on Commodity TEEs

Authors: Haoling Zhou, Shixuan Zhao, Chao Wang, Zhiqiang Lin | Published: 2026-06-09
Data-Centric Security
Performance Evaluation
Prompt leaking

Context-Based Adversarial Attacks on AI Code Generators: Vulnerability Analysis and Implications

Authors: Walther A. Del Orbe, John D. Hastings, Varghese Vaidyan | Published: 2026-06-09
Data-Driven Vulnerability Assessment
Prompt leaking
Model Inversion

Comparative Analysis of Inference-Time Defense Methods for Multimodal Large Language Models

Authors: Bulat Nutfullin, Vladimir Evgrafov, Dmitry Namiot | Published: 2026-06-09
Data-Driven Vulnerability Assessment
Model Extraction Attack
Defensive Deception

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation

Authors: Yuchen Ling, Shengcheng Yu, Zhenyu Chen, Chunrong Fang | Published: 2026-06-09
Indirect Prompt Injection
Data-Centric Security
Backdoor Detection

Do LLMsMakeNeural Distinguishers Wise?

Authors: Tatsuya Sakagami, Masashi Hisai, Naoto Yanai | Published: 2026-06-09
LLM Application
Data Generation
Prompt leaking

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
Certified Robustness
Robustness Improvement
Adversarial Attack Analysis

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
Data Generation
Privacy Enhancing Technology
Differential Privacy

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
FHEの最適化
Parameter Tuning
Differential Privacy

Privacy-Preserving Credit Risk Prediction with Alternative Data

Authors: Hongzhe Zhang, Jiarong Xu, Jing He, Xiao Fang | Published: 2026-06-09
Privacy Enhancing Technology
Risk Management
Weight Update Method