Backdoor Attack

Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples

Authors: Shaokui Wei, Mingda Zhang, Hongyuan Zha, Baoyuan Wu | Published: 2023-07-20
Backdoor Attack
Adversarial Attack Methods
Watermark Evaluation
2023.07.20 2025.05.28
Literature Database

Rethinking Backdoor Attacks

Authors: Alaa Khaddaj, Guillaume Leclerc, Aleksandar Makelov, Kristian Georgiev, Hadi Salman, Andrew Ilyas, Aleksander Madry | Published: 2023-07-19
Data Obfuscation
Backdoor Attack
Poisoning
2023.07.19 2025.05.28
Literature Database

Application of BadNets in Spam Filters

Authors: Swagnik Roychoudhury, Akshaj Kumar Veldanda | Published: 2023-07-18
LSTM Model Performance Evaluation
Backdoor Attack
Improvement of Learning
2023.07.18 2025.05.28
Literature Database

On Practical Aspects of Aggregation Defenses against Data Poisoning Attacks

Authors: Wenxiao Wang, Soheil Feizi | Published: 2023-06-28
Data Origins and Evolution
Data Contamination Detection
Backdoor Attack
2023.06.28 2025.05.28
Literature Database

Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network

Authors: Fan Liu, Siqi Lai, Yansong Ning, Hao Liu | Published: 2023-06-17
Backdoor Attack
Federated Learning
2023.06.17 2025.05.28
Literature Database

Edge Learning for 6G-enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses

Authors: Mohamed Amine Ferrag, Othmane Friha, Burak Kantarci, Norbert Tihanyi, Lucas Cordeiro, Merouane Debbah, Djallel Hamouda, Muna Al-Hawawreh, Kim-Kwang Raymond Choo | Published: 2023-06-17 | Updated: 2024-02-08
Backdoor Attack
Poisoning
Federated Learning
2023.06.17 2025.05.28
Literature Database

Extracting Cloud-based Model with Prior Knowledge

Authors: Shiqian Zhao, Kangjie Chen, Meng Hao, Jian Zhang, Guowen Xu, Hongwei Li, Tianwei Zhang | Published: 2023-06-07 | Updated: 2023-06-13
Backdoor Attack
Attack Evaluation
Adversarial attack
2023.06.07 2025.05.28
Literature Database

Exploring Model Dynamics for Accumulative Poisoning Discovery

Authors: Jianing Zhu, Xiawei Guo, Jiangchao Yao, Chao Du, Li He, Shuo Yuan, Tongliang Liu, Liang Wang, Bo Han | Published: 2023-06-06
Backdoor Attack
Model Design and Accuracy
Adversarial attack
2023.06.06 2025.05.28
Literature Database

A Survey on Federated Learning Poisoning Attacks and Defenses

Authors: Junchuan Lianga, Rong Wang, Chaosheng Feng, Chin-Chen Chang | Published: 2023-06-06
Backdoor Attack
Poisoning
Untargeted Toxicity Attack
2023.06.06 2025.05.28
Literature Database

Poisoning Network Flow Classifiers

Authors: Giorgio Severi, Simona Boboila, Alina Oprea, John Holodnak, Kendra Kratkiewicz, Jason Matterer | Published: 2023-06-02
Backdoor Attack
Poisoning
Adversarial attack
2023.06.02 2025.05.28
Literature Database
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