Backdoor Attack Techniques

BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts

Authors: Qingyue Wang, Qi Pang, Xixun Lin, Shuai Wang, Daoyuan Wu | Published: 2025-04-24 | Updated: 2025-04-29
Poisoning attack on RAG
Backdoor Attack Techniques
Attack Method
2025.04.24 2025.05.27
Literature Database

Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation

Authors: Shuai Zhao, Xiaobao Wu, Cong-Duy Nguyen, Yanhao Jia, Meihuizi Jia, Yichao Feng, Luu Anh Tuan | Published: 2024-10-18 | Updated: 2025-05-20
Backdoor Detection
Backdoor Attack Techniques
Knowledge Distillation
2024.10.18 2025.05.28
Literature Database

SGBA: A Stealthy Scapegoat Backdoor Attack against Deep Neural Networks

Authors: Ying He, Zhili Shen, Chang Xia, Jingyu Hua, Wei Tong, Sheng Zhong | Published: 2021-04-02 | Updated: 2022-05-16
Backdoor Attack Techniques
Poisoning Attack
Adversarial Example
2021.04.02 2025.05.28
Literature Database

Simeon — Secure Federated Machine Learning Through Iterative Filtering

Authors: Nicholas Malecki, Hye-young Paik, Aleksandar Ignjatovic, Alan Blair, Elisa Bertino | Published: 2021-03-13
Backdoor Attack Techniques
Byzantine Consensus Mechanism
Adversarial Attack Methods
2021.03.13 2025.05.28
Literature Database

FLAME: Taming Backdoors in Federated Learning (Extended Version 1)

Authors: Thien Duc Nguyen, Phillip Rieger, Huili Chen, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Shaza Zeitouni, Farinaz Koushanfar, Ahmad-Reza Sadeghi, Thomas Schneider | Published: 2021-01-06 | Updated: 2023-08-05
Backdoor Attack Techniques
Poisoning
Defense Effectiveness Analysis
2021.01.06 2025.05.28
Literature Database