Literature Database

Only Pay What You Must Spend: On-Demand Privacy Budget Payment for Differentially Private RAG

Authors: Zhonghao Sun, Zhiliang Tian, Xinyue Fang, Shuo Ma, Juhua Zhang, Yiping Song, Dongsheng Li | Published: 2026-09-23
RAG
Privacy Analysis
Differential Privacy

Psychoacoustically Aligned Latent Smoothing for Adversarial Robustness of Full-Duplex Speech-to-Speech Dialogue Models

Authors: Kian Shamsaie, Iman Modarressi | Published: 2026-09-23
Model DoS
Model Robustness
Adversarial attack

Automated Extraction of Records of Processing Activities (RoPA) Using Hybrid RAG and Locally Deployed Large Language Models

Authors: To Duy Hinh, Nguyen Le Quoc Anh, Phan Van Tri, Khuong Nguyen-An | Published: 2026-09-23
Dataset Analysis
Data Management System
Information Extraction Method

Turning Safety into Competence: Minimally Exploitable Robot Policies via Safety-Filtered Reinforcement Learning

Authors: Ruihan Wu, Rui Yang, Donggeon David Oh, Duy Nguyen, Haimin Hu | Published: 2026-09-23
Game Theory
Policy engineering
安全性と競争力

Multi-View Fusion for Encrypted C2 Detection: A Leakage-Controlled Measurement Study of Evaluation Pitfalls

Authors: Hoang-Huy Nguyen-Huu, Van-Tri Phan, Khuong Nguyen-An | Published: 2026-09-23
攻撃者のアプローチ
Feature Selection Method
通信セキュリティ

CAVEAT: Towards Robust Computer-Use Agents in Incentive-Misaligned Environments

Authors: Yuxuan Li, Will Epperson, Wesley Deng, Zezhou Huang | Published: 2026-09-23
Bias
Model Robustness
意思決定プロセスの分析

A2M: Trace-Optimized Agent Hijacking in the MCP Ecosystem

Authors: Laizhen Li, Xuan Wang, Peicheng Zhao, Juanjuan Zhao, Kejiang Ye, Cheng-zhong Xu, Xitong Gao | Published: 2026-09-22
システム設定
情報漏洩
攻撃戦略分析

Metrics Failure in LLM-Based Code Vulnerability Repair: An Empirical Study and a Change-Aware Screen

Authors: Om Nepal, Sushant Aryal, Oluseyi Olukola, Nick Rahimi | Published: 2026-09-22
Prompt Injection
Challenges of Generative Models
評価メトリクス

From Alignment to Access Control: A Framework for GenAI Policy Enforcement

Authors: Nathalie Baracaldo | Published: 2026-09-22
Indirect Prompt Injection
Prompt Injection
ポリシー生成

Decoding the Legalese: A Scalable and Quantitative Framework for Analyzing Corporate Privacy Policies

Authors: Jiaming Tang, Chenlan Wang, Mingyan Liu, Armin Sarabi | Published: 2026-09-22
ポリシー生成
文書プライバシー
透明性分析