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model security

118 papers

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Co-occurring keywords

backdoor attack (377) adversarial attack (1599) adversarial learning (1592) large language model (12755) adversarial robustness (1335) adversarial defense (324) jailbreak attack (198) neural network (6616) trojan attack (23) data poisoning (128)

Papers

Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning EMNLP 2021
Provably Secure Federated Learning against Malicious Clients AAAI 2021
Black-Box Detection of Backdoor Attacks With Limited Information and Data ICCV 2021
Excess Capacity and Backdoor Poisoning NIPS 2021
Defending Multimodal Fusion Models Against Single-Source Adversaries CVPR 2021
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger IJCNLP 2021
Measuring data leakage in machine-learning models with Fisher information UAI 2021
Anti-Backdoor Learning: Training Clean Models on Poisoned Data NIPS 2021
Adversarial Neuron Pruning Purifies Backdoored Deep Models NIPS 2021
Topological Detection of Trojaned Neural Networks NIPS 2021
TBT: Targeted Neural Network Attack With Bit Trojan CVPR 2020
Weight Poisoning Attacks on Pretrained Models ACL 2020
Learning Model with Error -- Exposing the Hidden Model of BAYHENN IJCAI 2020
Multi-way Encoding for Robustness WACV 2020
Towards Adversarially Robust Knowledge Graph Embeddings AAAI 2020
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder EMNLP 2020
Constructing Unrestricted Adversarial Examples with Generative Models NIPS 2018
The Security of Latent Dirichlet Allocation AISTATS 2015