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neural network vulnerability

10 papers

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Co-occurring keywords · papers mentioning both

adversarial attack (4) gradient-based attack (3) adversarial perturbation (3) black-box attack (3) neural network (2) universal adversarial perturbation (2) singular vector (2) adversarial example (2) deep neural network (2) backdoor attack (2)

Papers

Angular Gradient Sign Method: Uncovering Vulnerabilities in Hyperbolic Networks AAAI 2026 Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models AAAI 2025 A Fourier Perspective of Feature Extraction and Adversarial Robustness IJCAI 2024 Conditional Backdoor Attack via JPEG Compression AAAI 2024 Towards Transferable Adversarial Attacks with Centralized Perturbation AAAI 2024 BackdoorBench: A Comprehensive Benchmark of Backdoor Learning NeurIPS 2022 Improving Transferability of Adversarial Examples with Virtual Step and Auxiliary Gradients IJCAI 2022 PARSE: An Efficient Search Method for Black-box Adversarial Text Attacks COLING 2022 Trust Region Based Adversarial Attack on Neural Networks CVPR 2019 Art of Singular Vectors and Universal Adversarial Perturbations CVPR 2018