文献データベース

Trigger Value Selection in Clean-Label Malware Backdoors: An Effectiveness-Detectability Analysis

Authors: Tri Budi Sabdo Utomo, Kazushi Okamoto, Koki Karube, Kei Harada, Atsushi Shibata | Published: 2026-10-15
データ汚染検出
バックドア攻撃
マルウェア検出

From One Query to Many: A Critical Survey of Privacy Accounting in RAG

Authors: Zhiyuan Zhang | Published: 2026-10-15
RAG
データオブジェクト
多クエリシステム

FedSumUp: User-Auditable Privacy-Aware Representation Sharing for Resource-Constrained Federated Intelligence

Authors: Jingwei Zhao, Tiantong Sun, Yuanyuan Song, Jinhuan Guo, Wei Zishuo, Shengyu Huang, Ziyuan Ren, Wei Chen, Xiaojin Zhang | Published: 2026-10-15
性能評価指標
透かし手法
連合学習

Approve What, Exactly? Effect Binding and Trusted Rendering for Agent Step-Up Authorization

Authors: Sai Varun Kodathala, Prashanth Pollishetty, Jaylen Cargill | Published: 2026-10-15
セキュリティ検証手法
敵対的攻撃手法
脅威モデリング

Can Autonomous Vehicles Keep Their Cool? A Survey of Thermal Side-Channel and Perception Attacks

Authors: Harsh Aaryan, Ce Zhou | Published: 2026-10-15
サイドチャネル攻撃
性能評価
物理的敵対攻撃

Quantifying privacy risks in foundation model representations of brain MRI

Authors: Imen Bajar, Héber Hwang Arcolezi, Antoine Boutet, Carole Frindel, Mohamed Maouche | Published: 2026-10-14
リンク性評価
再識別リスク評価
特徴抽出

From Training to Escalation: Forensic Analysis and Local Recreation of RL/RLHF-Induced Privilege Escalation in AI Agents (CVE-2026-65616)

Authors: Alicia Colmenero-Fernández | Published: 2026-10-14
シミュレーション環境
セキュリティ検証手法
脆弱性検出手法

Beyond Static Cues: Unified Dynamic Detection of MLLM Backdoors via Dual-Flow Trajectory Analysis

Authors: Yinzhen Huang, Jiahe Xie, Yitong Sun, Ruochen Zhang, Xingxing Wei | Published: 2026-10-14
データ汚染検出
バックドアモデルの検知
特徴抽出

Towards Efficient Threat Intelligence Instruction Tuning via Quality-Aware and Optimal Transport-Guided Data Selection

Authors: Jiyu Tian, Mingchu Li, Xiangwei Chen, Liming Chen | Published: 2026-10-14
サイバー脅威インテリジェンス
最適化手法
特徴選択

FUSE: Fairness-aware Update Screening against Byzantine Exploitation in $q$-Fair Federated Learning

Authors: Tiantong Sun, Jinlin Liu, Xingru Wei, Zequan Fang, Wei Chen, Qiang Yang, Xiaojin Zhang | Published: 2026-10-14
アルゴリズムの公平性
線形代数最適化
連合学習