← Keywords

adversarial machine learning

41 papers

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Also known as

AML

Co-occurring keywords

backdoor attack (377) adversarial attack (1599) model security (118) adversarial learning (1592) neural network (6616) trojan attack (23) neural network security (46) deep learning (2111) poisoning attack (97) model robustness (478)

Papers

BagFlip: A Certified Defense Against Data Poisoning NIPS 2022
Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective ICCV 2021
Markpainting: Adversarial Machine Learning meets Inpainting ICML 2021
SPECTRE: defending against backdoor attacks using robust statistics ICML 2021
Accumulative Poisoning Attacks on Real-time Data NIPS 2021
Topological Detection of Trojaned Neural Networks NIPS 2021
Defending SVMs against poisoning attacks: the hardness and DBSCAN approach UAI 2021
A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger’s Adversarial Attacks IJCNLP 2021
Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs CVPR 2020
TBT: Targeted Neural Network Attack With Bit Trojan CVPR 2020
Protecting Geolocation Privacy of Photo Collections AAAI 2020
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning NIPS 2020
Adversarial Machine Learning with Double Oracle IJCAI 2019
The Hidden Vulnerability of Distributed Learning in Byzantium ICML 2018
Inaudible Voice Commands: The Long-Range Attack and Defense NSDI 2018
Is Feature Selection Secure against Training Data Poisoning? ICML 2015