A Survey of Recent Backdoor Attacks and Defenses in Large Language Models

Authors: Shuai Zhao, Meihuizi Jia, Zhongliang Guo, Leilei Gan, Xiaoyu Xu, Xiaobao Wu, Jie Fu, Yichao Feng, Fengjun Pan, Luu Anh Tuan | Published: 2024-06-10 | Updated: 2025-01-04
2024.06.10 2025.04.03
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An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection

Authors: Shenao Yan, Shen Wang, Yue Duan, Hanbin Hong, Kiho Lee, Doowon Kim, Yuan Hong | Published: 2024-06-10
2024.06.10 2025.04.03
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Robust Distribution Learning with Local and Global Adversarial Corruptions

Authors: Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee | Published: 2024-06-10 | Updated: 2024-06-24
2024.06.10 2025.04.03
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LLM Dataset Inference: Did you train on my dataset?

Authors: Pratyush Maini, Hengrui Jia, Nicolas Papernot, Adam Dziedzic | Published: 2024-06-10
2024.06.10 2025.04.03
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SecureNet: A Comparative Study of DeBERTa and Large Language Models for Phishing Detection

Authors: Sakshi Mahendru, Tejul Pandit | Published: 2024-06-10
2024.06.10 2025.04.03
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Siren — Advancing Cybersecurity through Deception and Adaptive Analysis

Authors: Girish Kulathumani, Samruth Ananthanarayanan, Ganesh Narayanan | Published: 2024-06-10
2024.06.10 2025.04.03
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Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning

Authors: Xiaoting Lyu, Yufei Han, Wei Wang, Jingkai Liu, Yongsheng Zhu, Guangquan Xu, Jiqiang Liu, Xiangliang Zhang | Published: 2024-06-10
2024.06.10 2025.04.03
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A Survey on Machine Unlearning: Techniques and New Emerged Privacy Risks

Authors: Hengzhu Liu, Ping Xiong, Tianqing Zhu, Philip S. Yu | Published: 2024-06-10
2024.06.10 2025.04.03
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Safety Alignment Should Be Made More Than Just a Few Tokens Deep

Authors: Xiangyu Qi, Ashwinee Panda, Kaifeng Lyu, Xiao Ma, Subhrajit Roy, Ahmad Beirami, Prateek Mittal, Peter Henderson | Published: 2024-06-10
2024.06.10 2025.04.03
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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
2024.06.09 2025.04.03
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