BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models
Authors: Zenghui Yuan, Jiawen Shi, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun | Published: 2025-03-20
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Trust Under Siege: Label Spoofing Attacks against Machine Learning for Android Malware Detection
Authors: Tianwei Lan, Luca Demetrio, Farid Nait-Abdesselam, Yufei Han, Simone Aonzo | Published: 2025-03-14
ToxicSQL: Migrating SQL Injection Threats into Text-to-SQL Models via Backdoor Attack
Authors: Meiyu Lin, Haichuan Zhang, Jiale Lao, Renyuan Li, Yuanchun Zhou, Carl Yang, Yang Cao, Mingjie Tang | Published: 2025-03-07 | Updated: 2025-04-03
Provably effective detection of effective data poisoning attacks
Authors: Jonathan Gallagher, Yasaman Esfandiari, Callen MacPhee, Michael Warren | Published: 2025-01-21
BADTV: Unveiling Backdoor Threats in Third-Party Task Vectors
Authors: Chia-Yi Hsu, Yu-Lin Tsai, Yu Zhe, Yan-Lun Chen, Chih-Hsun Lin, Chia-Mu Yu, Yang Zhang, Chun-Ying Huang, Jun Sakuma | Published: 2025-01-04
Mingling with the Good to Backdoor Federated Learning
Authors: Nuno Neves | Published: 2025-01-03
HoneypotNet: Backdoor Attacks Against Model Extraction
Authors: Yixu Wang, Tianle Gu, Yan Teng, Yingchun Wang, Xingjun Ma | Published: 2025-01-02
CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers
Authors: Jingyi Zheng, Tianyi Hu, Tianshuo Cong, Xinlei He | Published: 2024-12-26 | Updated: 2025-03-31
A Backdoor Attack Scheme with Invisible Triggers Based on Model Architecture Modification
Authors: Yuan Ma, Xu Ma, Jiankang Wei, Jinmeng Tang, Xiaoyu Zhang, Yilun Lyu, Kehao Chen, Jingtong Huang | Published: 2024-12-22 | Updated: 2025-01-06
PoisonBench: Assessing Large Language Model Vulnerability to Data Poisoning
Authors: Tingchen Fu, Mrinank Sharma, Philip Torr, Shay B. Cohen, David Krueger, Fazl Barez | Published: 2024-10-11