文献データベース

JevVibe: Efficient Classification-Guided Secure Code Generation

Authors: Arshak Rezvani, Sasha Behrouzi, Ahmad-Reza Sadeghi | Published: 2026-09-28
コード脆弱性修復
生成モデル
脆弱性評価

RISE: Red-teaming via Iterative Strategy Evolution for Modern Text-to-Image Models

Authors: Dmitrii Kharlapenko, Sergei Bratchikov, Konstantin Korolev, Aleksandr Nikolich | Published: 2026-09-28
プロンプトエンジニアリング
プロンプトリーキング
透かし技術

DGF-Bench: A Benchmark for Simulating and Auditing Deception Against Multi-Agent Governance Boards

Authors: Jeremy Canale | Published: 2026-09-28
プロジェクト構築
情報セキュリティ
攻撃シナリオ設計

DeShortcut-Align: Decoupling Spurious Shortcuts for Robust Safety Alignment in Large Reasoning Models

Authors: Qirui Liu, Yichen Sun, Yan Wang, Zhixuan Chu, Linbo Jiang, Jianan Lin, Kui Ren | Published: 2026-09-28
大規模言語モデル
透かし技術
過剰拒否緩和

CoSec: Benchmarking Agent Security in Communities

Authors: Hao Chen, Wenhui Dong, Ye Chen, Jiezhi Yao, Chenbo Xia, Yuwen Qu, Renxiang Wang, Fudong Yuan, Camil Hamami, Chenglong Pan, Xinquan Yue, Ziyu Wang, Fengyu Ye, Chenyang Si, Caifeng Shan | Published: 2026-09-28
ガードレール効果
プライバシー失敗
情報フロー制御

AuxMark: Defending Against Unauthorized Agent Distillation via Auxiliary Behavioral Watermarking

Authors: Yiqing Feng, Haozhe Feng, Shunan Shang, Xiaoyu Zhang, Jian Lou, Haodong Zhao, Mingxun Zhou | Published: 2026-09-28
インダイレクトプロンプトインジェクション
生成モデル
透かし設計

TULIP: Targeted LLM Unlearning at Layers Identified Per-Input

Authors: Yejin Kim, William F. Shen, Seokwon Jung, Daeun Park, Seong Joon Oh | Published: 2026-09-28
機械学習
生成モデル
生成モデルの課題

SEAD: A State-Based Perspective on Attack and Defense in Tool-Using Agents

Authors: Xinjie Shen, Junran Wang, Rongzhe Wei, Pan Li | Published: 2026-09-28
ツール使用分析
攻撃戦略分析
防御手法の効果分析

How to Tame a Multi-Headed Hydra? Adaptive Multi-Category Safety Steering for Large Language Models

Authors: Chenxi Wang, Ruiyang Huang, Li Huang, Yifan Wu | Published: 2026-09-28
メンタルヘルス支援
生成モデル特性
適応型誤用検出

CoDeL: Co-Evolutionary Defense against Indirect Prompt Injection in LLM-based Agents

Authors: Xiao Yang, Yangchen Ou, Yuhan Gao, Le Wang, Zonghao Ying, Aishan Liu | Published: 2026-09-28
インダイレクトプロンプトインジェクション
攻撃手法
適応型誤用検出