文献データベース

QuanText: Protecting Dataset-Level Secrets in Textual Data Sharing

Authors: Shuaiqi Wang, Zinan Lin, Giulia Fanti | Published: 2026-09-16
データ保護手法
メンバーシップ推論
差分プライバシー

Tracking the Unseen: An Occlusion-Robust Framework for Target Tracking Under Full and Long-Term Occlusion

Authors: Mais Mohammed, Sharifa Mohammed, Hanan Awadh, Haneen Bamaas, Raghad Bawazeer, Elham Alghamdi | Published: 2026-09-15
データセットの問題
モデル性能評価
追跡手法

ROSETTA: Efficient and Accurate Privacy-Preserving LLM Decoding via Hybrid CKKS/TFHE Evaluation

Authors: Jiangrui Yu, Baosheng Zhang, Liang Kong, Lin Ding, Yi Chen, Ye Yu, Mingzhe Zhang, Meng Li | Published: 2026-09-15
プライバシー保護技術
差分プライバシー
評価手法

InceptionRAG: Stealthy Poisoning Attack Against Retrieval-Augmented Generation

Authors: Jiachang Zhang, Min Chen, Xiao Ren, Zhenyong Zhang, Yuanchao Shu, Yunjun Gao, Zhikun Zhang | Published: 2026-09-15
RAGへのポイズニング攻撃
攻撃アクションモデル
評価手法

The MAL Simulator: Cyber Operations Simulation based on Attack & Defense Graphs

Authors: Jakob Nyberg, Sandor Berglund, Andrei Buhaiu, Joakim Loxdal, Pontus Johnson, Mathias Ekstedt | Published: 2026-09-15
サイバーセキュリティ
シミュレーションモデル
攻撃グラフ生成

A Cyber Range Evaluation of Autonomous Network Incident Response Agents

Authors: Jakob Nyberg, Teodor Sommestad, Andrei Buhaiu, Joakim Loxdal, Pontus Johnson, Mathias Ekstedt | Published: 2026-09-15
サイバーセキュリティ
ポリシー学習
攻撃アクションモデル

Corrupt Plans, Clean Traces: Evading Chain-of-Thought Monitoring with Plan Injection

Authors: Keertana Chidambaram, Andrew Ilyas, Vasilis Syrgkanis | Published: 2026-09-14
バックドア攻撃用の毒データの検知
攻撃戦略分析
監査トレース

Stellar Colosseum: A Many-Agent Harness for Long-Horizon Research in Mathematics and Theoretical Computer Science

Authors: Honghao Lin, David P. Woodruff, Yuan Deng, Jieming Mao, Song Zuo, Vahab Mirrokni | Published: 2026-09-14
エラー解析
研究方法論
評価手法

Adversarial Testing of Automated Program Repair Agents for Security Vulnerabilities

Authors: Fares Trad, Simin Chen, Hung Viet Pham, Gias Uddin, Baishakhi Ray | Published: 2026-09-14
バグ修正手法
モデルDoS
攻撃戦略分析

LLM-Based Schema-Aware Split Learning for Privacy-Preserving Mental Distress Prediction Across Heterogeneous Surveys

Authors: Md Khalid Syfullah, Alvi Ataur Khalil | Published: 2026-09-14
データセットの多様性
評価手法
連合学習