Content Specialized for Toxicity Attacks

Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening

Authors: Zhenxiong Yu, Zhi Yang, Zhiheng Jin, Shuhe Wang, Heng Zhang, Yanlin Fei, Lingfeng Zeng, Fangqi Lou, Shuo Zhang, Tu Hu, Jingping Liu, Rongze Chen, Xingyu Zhu, Kunyi Wang, Chaofa Yuan, Xin Guo, Zhaowei Liu, Feipeng Zhang, Jie Huang, Huacan Wang, Ronghao Chen, Liwen Zhang | Published: 2026-02-05
攻撃手法の説明
Content Specialized for Toxicity Attacks
2026.02.05 2026.02.07
Literature Database

De-Pois: An Attack-Agnostic Defense against Data Poisoning Attacks

Authors: Jian Chen, Xuxin Zhang, Rui Zhang, Chen Wang, Ling Liu | Published: 2021-05-08
Poisoning
Content Specialized for Toxicity Attacks
Challenges of Generative Models
2021.05.08 2025.05.28
Literature Database

Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers

Authors: Tzvika Shapira, David Berend, Ishai Rosenberg, Yang Liu, Asaf Shabtai, Yuval Elovici | Published: 2020-10-30
Backdoor Attack
Malware Detection
Content Specialized for Toxicity Attacks
2020.10.30 2025.05.28
Literature Database

Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks

Authors: Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias | Published: 2020-09-30
Graph Neural Network
Poisoning
Content Specialized for Toxicity Attacks
2020.09.30 2025.05.28
Literature Database

A black-box adversarial attack for poisoning clustering

Authors: Antonio Emanuele Cinà, Alessandro Torcinovich, Marcello Pelillo | Published: 2020-09-09 | Updated: 2021-11-10
Backdoor Attack
Poisoning
Content Specialized for Toxicity Attacks
2020.09.09 2025.05.28
Literature Database

Defending Regression Learners Against Poisoning Attacks

Authors: Sandamal Weerasinghe, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie, Justin Kopacz | Published: 2020-08-21
Backdoor Attack
Poisoning
Content Specialized for Toxicity Attacks
2020.08.21 2025.05.28
Literature Database

GNNGuard: Defending Graph Neural Networks against Adversarial Attacks

Authors: Xiang Zhang, Marinka Zitnik | Published: 2020-06-15 | Updated: 2020-10-28
Graph Neural Network
Adversarial attack
Content Specialized for Toxicity Attacks
2020.06.15 2025.05.28
Literature Database

Dynamic Backdoor Attacks Against Machine Learning Models

Authors: Ahmed Salem, Rui Wen, Michael Backes, Shiqing Ma, Yang Zhang | Published: 2020-03-07 | Updated: 2022-03-03
Poisoning
Content Specialized for Toxicity Attacks
Defense Method
2020.03.07 2025.05.28
Literature Database

Can’t Boil This Frog: Robustness of Online-Trained Autoencoder-Based Anomaly Detectors to Adversarial Poisoning Attacks

Authors: Moshe Kravchik, Asaf Shabtai | Published: 2020-02-07
Poisoning
Robustness Improvement Method
Content Specialized for Toxicity Attacks
2020.02.07 2025.05.28
Literature Database

Regularization Helps with Mitigating Poisoning Attacks: Distributionally-Robust Machine Learning Using the Wasserstein Distance

Authors: Farhad Farokhi | Published: 2020-01-29
Robustness Improvement Method
Content Specialized for Toxicity Attacks
Continuous Linear Function
2020.01.29 2025.05.28
Literature Database
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