Adversarial Attack Methods

A Review of Adversarial Attacks in Computer Vision

Authors: Yutong Zhang, Yao Li, Yin Li, Zhichang Guo | Published: 2023-08-15
Poisoning
Adversarial Attack Methods
Defense Method
2023.08.15 2025.05.28
Literature Database

Pelta: Shielding Transformers to Mitigate Evasion Attacks in Federated Learning

Authors: Simon Queyrut, Yérom-David Bromberg, Valerio Schiavoni | Published: 2023-08-08
Watermarking
Adversarial Attack Methods
Defense Method
2023.08.08 2025.05.28
Literature Database

A reading survey on adversarial machine learning: Adversarial attacks and their understanding

Authors: Shashank Kotyan | Published: 2023-08-07
Adversarial Example
Adversarial Attack Methods
Defense Method
2023.08.07 2025.05.28
Literature Database

Label Inference Attacks against Node-level Vertical Federated GNNs

Authors: Marco Arazzi, Mauro Conti, Stefanos Koffas, Marina Krcek, Antonino Nocera, Stjepan Picek, Jing Xu | Published: 2023-08-04 | Updated: 2024-04-18
Poisoning
Adversarial Attack Methods
Federated Learning
2023.08.04 2025.05.28
Literature Database

Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples

Authors: Shaokui Wei, Mingda Zhang, Hongyuan Zha, Baoyuan Wu | Published: 2023-07-20
Backdoor Attack
Adversarial Attack Methods
Watermark Evaluation
2023.07.20 2025.05.28
Literature Database

Jailbroken: How Does LLM Safety Training Fail?

Authors: Alexander Wei, Nika Haghtalab, Jacob Steinhardt | Published: 2023-07-05
Security Assurance
Prompt Injection
Adversarial Attack Methods
2023.07.05 2025.05.28
Literature Database

Your Attack Is Too DUMB: Formalizing Attacker Scenarios for Adversarial Transferability

Authors: Marco Alecci, Mauro Conti, Francesco Marchiori, Luca Martinelli, Luca Pajola | Published: 2023-06-27
Malware Classification
Adversarial Example
Adversarial Attack Methods
2023.06.27 2025.05.28
Literature Database

Are aligned neural networks adversarially aligned?

Authors: Nicholas Carlini, Milad Nasr, Christopher A. Choquette-Choo, Matthew Jagielski, Irena Gao, Anas Awadalla, Pang Wei Koh, Daphne Ippolito, Katherine Lee, Florian Tramer, Ludwig Schmidt | Published: 2023-06-26 | Updated: 2024-05-06
Prompt Injection
Adversarial Example
Adversarial Attack Methods
2023.06.26 2025.05.28
Literature Database

On the Resilience of Machine Learning-Based IDS for Automotive Networks

Authors: Ivo Zenden, Han Wang, Alfonso Iacovazzi, Arash Vahidi, Rolf Blom, Shahid Raza | Published: 2023-06-26
Malware Detection Method
Adversarial Attack Methods
Vehicle Network
2023.06.26 2025.05.28
Literature Database

Adversarial Robustness in Unsupervised Machine Learning: A Systematic Review

Authors: Mathias Lundteigen Mohus, Jinyue Li | Published: 2023-06-01
Privacy Protection Method
Poisoning
Adversarial Attack Methods
2023.06.01 2025.05.28
Literature Database
Next page