文献データベース

Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training

Authors: Evan Hubinger, Carson Denison, Jesse Mu, Mike Lambert, Meg Tong, Monte MacDiarmid, Tamera Lanham, Daniel M. Ziegler, Tim Maxwell, Newton Cheng, Adam Jermyn, Amanda Askell, Ansh Radhakrishnan, Cem Anil, David Duvenaud, Deep Ganguli, Fazl Barez, Jack Clark, Kamal Ndousse, Kshitij Sachan, Michael Sellitto, Mrinank Sharma, Nova DasSarma, Roger Grosse, Shauna Kravec, Yuntao Bai, Zachary Witten, Marina Favaro, Jan Brauner, Holden Karnofsky, Paul Christiano, Samuel R. Bowman, Logan Graham, Jared Kaplan, Sören Mindermann, Ryan Greenblatt, Buck Shlegeris, Nicholas Schiefer, Ethan Perez | Published: 2024-01-10 | Updated: 2024-01-17
バックドア攻撃
プロンプトインジェクション
強化学習

Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning

Authors: Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Radha Poovendran | Published: 2024-01-10
ビザンチン耐性
ポイズニング
連合学習

Optimized Ensemble Model Towards Secured Industrial IoT Devices

Authors: MohammadNoor Injadat | Published: 2024-01-10
モデル性能評価
侵入検知システム
最適化手法

Gotta Detect ‘Em All: Fake Base Station and Multi-Step Attack Detection in Cellular Networks

Authors: Kazi Samin Mubasshir, Imtiaz Karim, Elisa Bertino | Published: 2024-01-10 | Updated: 2025-07-21
ネットワーク脅威検出
モデル抽出攻撃
性能評価手法

Local Privacy-preserving Mechanisms and Applications in Machine Learning

Authors: Likun Qin, Tianshuo Qiu | Published: 2024-01-08
データプライバシー評価
プライバシー保護
連合学習

Privacy-Preserving in Blockchain-based Federated Learning Systems

Authors: Sameera K. M., Serena Nicolazzo, Marco Arazzi, Antonino Nocera, Rafidha Rehiman K. A., Vinod P, Mauro Conti | Published: 2024-01-07
プライバシー保護手法
ブロックチェーン技術
連合学習

Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis

Authors: Mohammad Hasan, Mohammad Shahriar Rahman, Helge Janicke, Iqbal H. Sarker | Published: 2024-01-07
クラス不均衡
モデル性能評価
異常検出手法

Malla: Demystifying Real-world Large Language Model Integrated Malicious Services

Authors: Zilong Lin, Jian Cui, Xiaojing Liao, XiaoFeng Wang | Published: 2024-01-06 | Updated: 2024-08-19
フィッシング攻撃
プロンプトインジェクション
悪意のあるコンテンツ生成

The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models

Authors: Junyi Li, Jie Chen, Ruiyang Ren, Xiaoxue Cheng, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen | Published: 2024-01-06
LLMの幻覚
ハルシネーション
ハルシネーションの検知

MalModel: Hiding Malicious Payload in Mobile Deep Learning Models with Black-box Backdoor Attack

Authors: Jiayi Hua, Kailong Wang, Meizhen Wang, Guangdong Bai, Xiapu Luo, Haoyu Wang | Published: 2024-01-05
バックドア攻撃
マルウェア分類
モデル性能評価