Backdoor Attack

Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models

Authors: Alkis Kalavasis, Amin Karbasi, Argyris Oikonomou, Katerina Sotiraki, Grigoris Velegkas, Manolis Zampetakis | Published: 2024-06-09 | Updated: 2024-09-07
Watermarking
Backdoor Attack
2024.06.09 2025.05.27
Literature Database

BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents

Authors: Yifei Wang, Dizhan Xue, Shengjie Zhang, Shengsheng Qian | Published: 2024-06-05
LLM Security
Backdoor Attack
Prompt Injection
2024.06.05 2025.05.27
Literature Database

No Vandalism: Privacy-Preserving and Byzantine-Robust Federated Learning

Authors: Zhibo Xing, Zijian Zhang, Zi'ang Zhang, Jiamou Liu, Liehuang Zhu, Giovanni Russello | Published: 2024-06-03
Watermarking
Backdoor Attack
Poisoning
2024.06.03 2025.05.27
Literature Database

PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics

Authors: Sunay Bhat, Jeffrey Jiang, Omead Pooladzandi, Alexander Branch, Gregory Pottie | Published: 2024-05-28 | Updated: 2024-06-02
Watermarking
Backdoor Attack
Poisoning
2024.05.28 2025.05.27
Literature Database

Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-based Decision-Making Systems

Authors: Ruochen Jiao, Shaoyuan Xie, Justin Yue, Takami Sato, Lixu Wang, Yixuan Wang, Qi Alfred Chen, Qi Zhu | Published: 2024-05-27 | Updated: 2025-04-30
LLM Security
Backdoor Attack
Prompt Injection
2024.05.27 2025.05.27
Literature Database

BadGD: A unified data-centric framework to identify gradient descent vulnerabilities

Authors: Chi-Hua Wang, Guang Cheng | Published: 2024-05-24
Backdoor Attack
Poisoning
2024.05.24 2025.05.27
Literature Database

A GAN-Based Data Poisoning Attack Against Federated Learning Systems and Its Countermeasure

Authors: Wei Sun, Bo Gao, Ke Xiong, Yuwei Wang | Published: 2024-05-19 | Updated: 2024-05-21
Backdoor Attack
Poisoning
Defense Method
2024.05.19 2025.05.27
Literature Database

Concealing Backdoor Model Updates in Federated Learning by Trigger-Optimized Data Poisoning

Authors: Yujie Zhang, Neil Gong, Michael K. Reiter | Published: 2024-05-10 | Updated: 2024-09-09
Backdoor Attack
Poisoning
2024.05.10 2025.05.27
Literature Database

Unlearning Backdoor Attacks through Gradient-Based Model Pruning

Authors: Kealan Dunnett, Reza Arablouei, Dimity Miller, Volkan Dedeoglu, Raja Jurdak | Published: 2024-05-07
Backdoor Attack
Model Performance Evaluation
2024.05.07 2025.05.27
Literature Database

TuBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning

Authors: Xuanli He, Jun Wang, Qiongkai Xu, Pasquale Minervini, Pontus Stenetorp, Benjamin I. P. Rubinstein, Trevor Cohn | Published: 2024-04-30 | Updated: 2025-03-17
Content Moderation
Backdoor Attack
Prompt Injection
2024.04.30 2025.05.27
Literature Database
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