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

Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion EMNLP 2024

Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models CVPR 2024

Representation Noising: A Defence Mechanism Against Harmful Finetuning NIPS 2024

Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning NAACL 2024

Secure Your Model: An Effective Key Prompt Protection Mechanism for Large Language Models NAACL 2024

Confidence Is All You Need for MI Attacks (Student Abstract) AAAI 2024

Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift AAAI 2024

A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models ACL 2024

PKAD: Pretrained Knowledge is All You Need to Detect and Mitigate Textual Backdoor Attacks EMNLP 2024

Unelicitable Backdoors via Cryptographic Transformer Circuits NIPS 2024

Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models NIPS 2024

From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models NIPS 2024

On the Vulnerability of Safety Alignment in Open-Access LLMs ACL 2024

Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers CVPR 2024

Order of Magnitude Speedups for LLM Membership Inference EMNLP 2024

Data Free Backdoor Attacks NIPS 2024

Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor NIPS 2024

Backdooring Neural Code Search ACL 2023

IMBERT: Making BERT Immune to Insertion-based Backdoor Attacks ACL 2023

TrojanSQL: SQL Injection against Natural Language Interface to Database EMNLP 2023

Scalable Membership Inference Attacks via Quantile Regression NIPS 2023

Revisiting Data-Free Knowledge Distillation with Poisoned Teachers ICML 2023

Effective Ambiguity Attack Against Passport-Based DNN Intellectual Property Protection Schemes Through Fully Connected Layer Substitution CVPR 2023

TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models NIPS 2023

Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features NIPS 2023