Literature Database

The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving Systems

Authors: Linke Song, Zixuan Pang, Wenhao Wang, Zihao Wang, XiaoFeng Wang, Hongbo Chen, Wei Song, Yier Jin, Dan Meng, Rui Hou | Published: 2024-09-30 | Updated: 2025-08-13
Security Assurance
Prompt leaking
攻撃戦略分析
2024.09.30 2025.08.15
Literature Database

Infighting in the Dark: Multi-Label Backdoor Attack in Federated Learning

Authors: Ye Li, Yanchao Zhao, Chengcheng Zhu, Jiale Zhang | Published: 2024-09-29 | Updated: 2025-03-22
ID Mapping Construction
Backdoor Detection
Adversarial attack
2024.09.29 2025.05.27
Literature Database

OnePath: Efficient and Privacy-Preserving Decision Tree Inference in the Cloud

Authors: Shuai Yuan, Hongwei Li, Xinyuan Qian, Guowen Xu | Published: 2024-09-28 | Updated: 2025-07-21
プライバシーと最適化
Performance Evaluation Method
Encryption Method
2024.09.28 2025.07.23
Literature Database

Confidential Prompting: Privacy-preserving LLM Inference on Cloud

Authors: Caihua Li, In Gim, Lin Zhong | Published: 2024-09-27 | Updated: 2025-08-25
Process Partitioning Method
Prompt leaking
Model Extraction Attack
2024.09.27 2025.08.27
Literature Database

Enhancing Robustness of Graph Neural Networks through p-Laplacian

Authors: Anuj Kumar Sirohi, Subhanu Halder, Kabir Kumar, Sandeep Kumar | Published: 2024-09-27
Optimization Problem
Defense Method
2024.09.27 2025.05.27
Literature Database

System-Level Defense against Indirect Prompt Injection Attacks: An Information Flow Control Perspective

Authors: Fangzhou Wu, Ethan Cecchetti, Chaowei Xiao | Published: 2024-09-27 | Updated: 2024-10-10
LLM Security
Prompt Injection
Execution Trace Interference
2024.09.27 2025.05.27
Literature Database

Evading Toxicity Detection with ASCII-art: A Benchmark of Spatial Attacks on Moderation Systems

Authors: Sergey Berezin, Reza Farahbakhsh, Noel Crespi | Published: 2024-09-27 | Updated: 2025-09-24
Token Compression Framework
Prompt leaking
Natural Language Processing
2024.09.27 2025.09.26
Literature Database

Code Vulnerability Repair with Large Language Model using Context-Aware Prompt Tuning

Authors: Arshiya Khan, Guannan Liu, Xing Gao | Published: 2024-09-27 | Updated: 2025-06-11
コード脆弱性修復
セキュリティコンテキスト統合
Large Language Model
2024.09.27 2025.06.13
Literature Database

An Adversarial Perspective on Machine Unlearning for AI Safety

Authors: Jakub Łucki, Boyi Wei, Yangsibo Huang, Peter Henderson, Florian Tramèr, Javier Rando | Published: 2024-09-26 | Updated: 2025-04-10
Prompt Injection
Safety Alignment
Machine Unlearning
2024.09.26 2025.05.27
Literature Database

Weak-to-Strong Backdoor Attack for Large Language Models

Authors: Shuai Zhao, Leilei Gan, Zhongliang Guo, Xiaobao Wu, Luwei Xiao, Xiaoyu Xu, Cong-Duy Nguyen, Luu Anh Tuan | Published: 2024-09-26 | Updated: 2024-10-13
Backdoor Attack
Prompt Injection
2024.09.26 2025.05.27
Literature Database
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