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Data-Efficient Backdoor Attacks
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Data-Efficient Backdoor Attacks

Pengfei Xia
Ziqiang Li
Wei Zhang
Bin Li
ArXiv (abs)PDFHTMLGithub (18★)

Papers citing "Data-Efficient Backdoor Attacks"

14 / 14 papers shown
Title
Large Language Models are Good Attackers: Efficient and Stealthy Textual Backdoor Attacks
Large Language Models are Good Attackers: Efficient and Stealthy Textual Backdoor Attacks
Ziqiang Li
Yueqi Zeng
Pengfei Xia
Lei Liu
Zhangjie Fu
Bin Li
SILMAAML
90
3
0
21 Aug 2024
Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks
Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks
Quang H. Nguyen
Nguyen Ngoc-Hieu
The-Anh Ta
Thanh Nguyen-Tang
Kok-Seng Wong
Hoang Thanh-Tung
Khoa D. Doan
AAML
129
2
0
15 Jul 2024
Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks
Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks
Boheng Li
Yishuo Cai
Haowei Li
Feng Xue
Zhifeng Li
Yiming Li
MQAAML
80
21
0
21 May 2024
Backdoor Attack with Mode Mixture Latent Modification
Backdoor Attack with Mode Mixture Latent Modification
Hongwei Zhang
Xiaoyin Xu
Dongsheng An
Xianfeng Gu
Min Zhang
AAML
48
0
0
12 Mar 2024
Real is not True: Backdoor Attacks Against Deepfake Detection
Real is not True: Backdoor Attacks Against Deepfake Detection
Hong Sun
Ziqiang Li
Lei Liu
Bin Li
AAML
76
5
0
11 Mar 2024
Efficient Trigger Word Insertion
Efficient Trigger Word Insertion
Yueqi Zeng
Ziqiang Li
Pengfei Xia
Lei Liu
Bin Li
AAML
79
5
0
23 Nov 2023
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
Ganghua Wang
Xun Xian
Jayanth Srinivasa
Ashish Kundu
Xuan Bi
Mingyi Hong
Jie Ding
43
6
0
16 Oct 2023
Explore the Effect of Data Selection on Poison Efficiency in Backdoor Attacks
Explore the Effect of Data Selection on Poison Efficiency in Backdoor Attacks
Ziqiang Li
Pengfei Xia
Hong Sun
Yueqi Zeng
Wei Zhang
Bin Li
AAML
85
10
0
15 Oct 2023
Beating Backdoor Attack at Its Own Game
Beating Backdoor Attack at Its Own Game
Min Liu
Alberto L. Sangiovanni-Vincentelli
Xiangyu Yue
AAML
175
12
0
28 Jul 2023
Boosting Backdoor Attack with A Learnable Poisoning Sample Selection Strategy
Boosting Backdoor Attack with A Learnable Poisoning Sample Selection Strategy
Zihao Zhu
Ruotong Wang
Shaokui Wei
Li Shen
Yanbo Fan
Baoyuan Wu
AAMLSILM
116
10
0
14 Jul 2023
Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios
Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios
Ziqiang Li
Hong Sun
Pengfei Xia
Heng Li
Beihao Xia
Yi Wu
Bin Li
AAML
98
10
0
14 Jun 2023
A Proxy Attack-Free Strategy for Practically Improving the Poisoning Efficiency in Backdoor Attacks
A Proxy Attack-Free Strategy for Practically Improving the Poisoning Efficiency in Backdoor Attacks
Ziqiang Li
Hong Sun
Pengfei Xia
Beihao Xia
Xue Rui
Wei Zhang
Qinglang Guo
Bin Li
AAML
121
8
0
14 Jun 2023
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective
Baoyuan Wu
Zihao Zhu
Li Liu
Qingshan Liu
Zhaofeng He
Siwei Lyu
AAML
112
23
0
19 Feb 2023
Tightening the Approximation Error of Adversarial Risk with Auto Loss Function Search
Tightening the Approximation Error of Adversarial Risk with Auto Loss Function Search
Pengfei Xia
Ziqiang Li
Bin Li
AAML
115
3
0
09 Nov 2021