文献データベース

Demystifying the Privacy-Utility Trade-off in LLM Interactions

Authors: Zhenhua Liu, Zhanxu Xie, Junjie Yu, Tong Zhu, Lijun Li, Wenliang Chen | Published: 2026-09-10
プライバシーとユーティリティのトレードオフ
ユーザー特性
差分プライバシー

Towards Tackling Application Logic Flaws through Autonomous Formal-Logic Modeling and Automated Reasoning

Authors: Yiwei Fang, Yichen Liu, Ze Jin, Haoqiang Wang, Qixu Liu, Luyi Xing | Published: 2026-09-09
IoTサイバーセキュリティ
ユーザー認証システム
攻撃手法の効果

Towards Scalable and Cost-Efficient Vulnerability Detection: A Study on Automatic Query Generation

Authors: Ivana Clairine Irsan, Ratnadira Widyasari, Huihui Huang, Ting Zhang, Yue Liu, Ouh Eng Lieh, Shar Lwin Khin, Kang Hong Jin, David Lo | Published: 2026-09-09
サイバーセキュリティ
プロンプトインジェクション
脆弱性予測

Learning Intrusion Response Strategies for OT Systems

Authors: Duc Huy Le, Rolf Stadler | Published: 2026-09-09
POMDP問題
攻撃シナリオ
防御戦略

Maverick: Private and Verifiable LLM Inference Made Practical via Matrix-Vector Multiplication Delegation

Authors: Ben Merbaum, Mohammad Amin Raeisi, Wenhao Wang, Charalampos Papamanthou, Katerina Sotiraki, Fan Zhang | Published: 2026-09-09
効率的な構成検証
評価結果
透かし手法

Active Adaptation, Not Static Defense: Temporal Dynamics of Preventative Steering in Adversarial Fine-Tuning

Authors: Jing Guan, Yachao Yang, Zhaoliang Liu, Yuyao Zhang, Fanyu Meng, Junlan Feng | Published: 2026-09-09
プロンプトインジェクション
モデルの堅牢性
適応型敵対的訓練

Understanding the Security Boundary of Obfuscation-based On-Device LLM Protection

Authors: Hanyi Zhou, Chenyang Li, Yuanzhe Pang, Ke Xu, Mingwei Xu, Zhuotao Liu | Published: 2026-09-09
TEEsのセキュリティ
バックドアモデルの検知
透かし手法

Belief-State Engine: Augmenting LLMs for Principled Planning Under Partial Observability

Authors: Arnab Chattopadhayay, Debdipta Halder | Published: 2026-09-09
POMDP問題
ポリシー生成
実験手法

What Makes Adversarial Examples Transfer Across Deepfake Detectors?

Authors: Rafael M. Mamede, Pedro C. Neto, Ana F. Sequeira | Published: 2026-09-09
モデルの堅牢性
モデルの頑健性保証
攻撃手法の効果

Adversarial Training for Tabular Credit Scoring: A Multi-Attack Robustness Evaluation in P2P Lending

Authors: Gijs A. F. Niewzwaag, Marijn G. S. Veth, Manuele Massei, Marcos R. Machado | Published: 2026-09-09
モデルの堅牢性
攻撃手法の効果
敵対的学習