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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

Modulation-Based Backdoors: Leveraging Amplitude and Frequency Patterns to Attack Speaker Recognition AAAI 2026
Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers AAAI 2026
Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack AAAI 2025
Bypassing LLM Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems ACL 2025
Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models NIPS 2024
Conditional Backdoor Attack via JPEG Compression AAAI 2024
COMBAT: Alternated Training for Effective Clean-Label Backdoor Attacks AAAI 2024
Scanning Trojaned Models Using Out-of-Distribution Samples NIPS 2024
Poisoning-Based Backdoor Attacks in Computer Vision AAAI 2023
The Many Faces of Adversarial Machine Learning AAAI 2023
Global-Local Regularization Via Distributional Robustness AISTATS 2023
DisGUIDE: Disagreement-Guided Data-Free Model Extraction AAAI 2023
Advances in AI for Safety, Equity, and Well-Being on Web and Social Media: Detection, Robustness, Attribution, and Mitigation AAAI 2023
TrojDiff: Trojan Attacks on Diffusion Models With Diverse Targets CVPR 2023
CBD: A Certified Backdoor Detector Based on Local Dominant Probability NIPS 2023
Backdooring Neural Code Search ACL 2023
Color Backdoor: A Robust Poisoning Attack in Color Space CVPR 2023
Architectural Backdoors in Neural Networks CVPR 2023
Attacks on Online Learners: a Teacher-Student Analysis NIPS 2023
Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class NIPS 2022
Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks AAAI 2022
A Study of the Attention Abnormality in Trojaned BERTs NAACL 2022
Neurotoxin: Durable Backdoors in Federated Learning ICML 2022
Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling EMNLP 2022
Backdoor Attacks on the DNN Interpretation System AAAI 2022