Adversarial Attack Methods

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

Constructing Semantics-Aware Adversarial Examples with a Probabilistic Perspective

Authors: Andi Zhang, Mingtian Zhang, Damon Wischik | Published: 2023-06-01 | Updated: 2024-11-24
Poisoning
Diffusion Model
Adversarial Attack Methods
2023.06.01 2025.05.28
Literature Database

Verifiable Learning for Robust Tree Ensembles

Authors: Stefano Calzavara, Lorenzo Cazzaro, Giulio Ermanno Pibiri, Nicola Prezza | Published: 2023-05-05 | Updated: 2023-11-11
Random Forest
Adversarial Attack Methods
Decision Tree
2023.05.05 2025.05.28
Literature Database

SoK: Pragmatic Assessment of Machine Learning for Network Intrusion Detection

Authors: Giovanni Apruzzese, Pavel Laskov, Johannes Schneider | Published: 2023-04-30
Cybersecurity
Adversarial Attack Methods
Operational Scenario
2023.04.30 2025.05.28
Literature Database

SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning

Authors: Maxwell Standen, Junae Kim, Claudia Szabo | Published: 2023-01-11
DNN IP Protection Method
Adversarial Attack Methods
Structural Attack
2023.01.11 2025.05.28
Literature Database
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