※※  早期工作  ※※
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BadNets(2019)
BadNets: Evaluating Backdooring Attacks on Deep Neural Networks
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Blend(2017)
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning
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Refool(2020)
Reflection Backdoor: A Natural Backdoor Attack on Deep Neural Networks
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HTBA(2020)
Hidden Trigger Backdoor Attacks
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Input-aware(2020)
Input-Aware Dynamic Backdoor Attack
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ISSBA(2020)
Invisible Backdoor Attack With Sample-Specific Triggers
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Composite MEBF(2020)
Composite Backdoor Attack for Deep Neural Network by Mixing Existing Benign Features
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WaNet(2021)
WaNet -- Imperceptible Warping-based Backdoor Attack
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LIRA(2021)
LIRA: Learnable, Imperceptible and Robust Backdoor Attacks
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Rotation(2022)
Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation
※※  最新进展  ※※
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Color Backdoor(2023)
Color Backdoor: A Robust Poisoning Attack in Color Space
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Camera(2023)
Physical Invisible Backdoor Based on Camera Imaging
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LaserGuider(2024)
LaserGuider: A Laser Based Physical Backdoor Attack against Deep Neural Networks
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MakeupAttack(2024)
MakeupAttack: Feature Space Black-box Backdoor Attack on Face Recognition via Makeup Transfer
※※  经典文章  ※※
※※  经典文章  ※※
※※  经典文章  ※※
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Video(2023)
Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition
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BadToken(2025)
BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models
※※  经典文章  ※※
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Temperature(2024)
Physical Backdoor: Towards Temperature-based Backdoor Attacks in the Physical World
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Action(2024)
Towards Physical World Backdoor Attacks against Skeleton Action Recognition
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TrojanRobot(2024)
TrojanRobot: Backdoor Attacks Against Robotic Manipulation in the Physical World