Literature Database

GeoEdit: Adversarial De-Evidencing for Silent Geoprivacy Protection via Image Editing

Authors: Yu Yan, Shengjia Cheng, Fei Ma, Zhe Wang, Peng Chen | Published: 2026-10-19
Risk Assessment Method
編集戦略生成
防御戦略

SPLASH: Contrastive Audit Pressure for Detecting and Localizing Security Hallucinations in Generated Code

Authors: Mirza Masfiqur Rahman, MD Ajwad Akil, Imtiaz Karim, Ashish Kundu, Ramana Kompella, Elisa Bertino | Published: 2026-10-19
セキュリティ検証手法
Hallucination
脆弱性検出手法

RAGLeak: Supply-Chain Privacy Backdoors in Retrieval-Augmented Generation

Authors: Yuchen Chen, Wei Cheng, Yuan Xiao, Junda He, Jieke Shi, PingPing OuYang, Quanjun Zhang, Chunrong Fang, David Lo, Zhenyu Chen | Published: 2026-10-19
RAG
Poisoning attack on RAG
データ毒性攻撃

Secure Agentic Coding through Counterexample-Grounded Feedback

Authors: Tue Le, Anh Nguyen Hoang, Gabriel Sasseville, Doseok Jang, Pierre-Luc Bacon, Nghi D. Q. Bui | Published: 2026-10-19
セキュリティ検証手法
脆弱性検出手法
透かしに関連する技術が議論されている

Budgeted Attack Scheduling for LLM Red-Teaming: The Roles of Static Priors, Semantic Guidance, and Online Feedback

Authors: Zhicheng Fang, Han Sun, Jiachen Lei, Xinyi Fang, Zongmin Zhang, Chenxu Fu, Sizhe Fang, Wei Xu | Published: 2026-10-19
Prompt leaking
Adversarial Attack Methods
防御戦略

Towards Architectural-Level Safety Control: Relocating Hazardous Knowledge into Removable Experts in Mixture-of-Experts Models

Authors: Cheng Jin, Zhongtian Ma, Xiao Wang, Han Qi, Xiaoyu Wen, Xiang Wang, Youbang Sun, Xia Hu, Bowen Zhou, Chaochao Lu, Qiaosheng Zhang | Published: 2026-10-19
セキュリティに関連する知識を活用した手法
Deep Learning Model
Weight Update Method

Causal Humility: Governing the Authority of Fairness Claims Under Causal Uncertainty

Authors: Khadija Zanna, Rodrigo Ferreira, Frederick L. Oswald, Akane Sano | Published: 2026-10-19
Relationship of AI Systems
Algorithm Fairness
因果推論

How Effectively Do Security Skills Guide Coding Agents in Vulnerability Detection in Linux Kernel?

Authors: Haoran Xue, Nikta Akbarpour, Gias Uddin, Song Wang | Published: 2026-10-19
セキュリティ検証手法
Performance Evaluation Metrics
脆弱性検出手法

When Safety Fails Collectively: Robust Alignment Against Harmful Fine-Tuning via Joint Weight Perturbations

Authors: Zhiyuan Wang, Yuezhi Zhou, Zhu Zhang, Zhixing Tan | Published: 2026-10-19
Deep Learning Model
Weight Update Method
防御戦略

Formalization of Rényi Differential Privacy in Isabelle/HOL (Draft version)

Authors: Tetsuya Sato | Published: 2026-10-19
測度理論
測度理論に関する内容が中心であるため
Statistical Analysis