backdoor trigger
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification Y anxin Y ang
MLaaS are limited by their reliance on training samples or white-box model analysis, highlighting the need for a black-box backdoor purification method.
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- Information Technology > Security & Privacy (1.00)
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Setting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models through Honeypots Ruixiang T ang
In the field of natural language processing, the prevalent approach involves fine-tuning pretrained language models (PLMs) using local samples.
Technology:
A3FL: Adversarially Adaptive Backdoor Attacks to Federated Learning
Due to its distributed nature, many studies have shown that it is vulnerable to backdoor attacks.
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- North America > United States > Virginia (0.04)
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- North America > United States > California > Santa Clara County > San Jose (0.04)
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- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.66)
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- North America > United States > North Carolina > Durham County > Durham (0.05)
- North America > Canada (0.04)
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- Information Technology > Security & Privacy (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Vision (0.94)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.69)
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- North America > United States > Illinois > Cook County > Chicago (0.05)
- Asia > Nepal (0.04)
- Oceania > New Zealand > South Island > Marlborough District > Blenheim (0.04)
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- Information Technology > Security & Privacy (0.72)
- Transportation > Ground > Road (0.46)
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- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.94)
- Information Technology > Sensing and Signal Processing > Image Processing (0.93)
- Information Technology > Security & Privacy (0.92)
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- North America > United States > Illinois (0.04)
- North America > United States > Pennsylvania (0.04)
- North America > United States > California > Santa Barbara County > Santa Barbara (0.04)
- (2 more...)
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- Research Report > Experimental Study (0.93)
- Research Report > New Finding (0.68)
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- Information Technology > Security & Privacy (1.00)
- Government (1.00)
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