conftrace_

machine learning security

18 papers

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Co-occurring keywords

backdoor attack (385) adversarial attack (1621) data poisoning (128) adversarial learning (1595) adversarial defense (325) adversarial example (564) robust training (59) adversarial training (1262) adversarial machine learning (41) self-supervised learning (3777)

Papers

Enhancing All-to-X Backdoor Attacks with Optimized Target Class Mapping AAAI 2026
Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack AAAI 2025
CAMH: Advancing Model Hijacking Attack in Machine Learning AAAI 2025
Fundamental Limits of Membership Inference Attacks on Machine Learning Models JMLR 2025
Invisible Backdoor Attack against Self-supervised Learning CVPR 2025
EncryIP: A Practical Encryption-Based Framework for Model Intellectual Property Protection AAAI 2024
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification NIPS 2024
Data-Free Hard-Label Robustness Stealing Attack AAAI 2024
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor NIPS 2024
Exploring Practical Vulnerabilities of Machine Learning-based Wireless Systems NSDI 2023
Defending Against Patch-Based Backdoor Attacks on Self-Supervised Learning CVPR 2023
Rethinking Backdoor Attacks ICML 2023
Not All Poisons are Created Equal: Robust Training against Data Poisoning ICML 2022
BagFlip: A Certified Defense Against Data Poisoning NIPS 2022
With False Friends Like These, Who Can Notice Mistakes? AAAI 2022
Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient Directions AAAI 2021
Data Poisoning Attack against Knowledge Graph Embedding IJCAI 2019
Nash Equilibria of Static Prediction Games NIPS 2009