model security

Circumventing Concept Erasure Methods For Text-To-Image Generative Models ICLR 2024 Combating Security and Privacy Issues in the Era of Large Language Models NAACL 2024 Confidence Is All You Need for MI Attacks (Student Abstract) AAAI 2024 Data Free Backdoor Attacks NeurIPS 2024 Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning NAACL 2024 Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios ICLR 2024 Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift AAAI 2024 From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models NeurIPS 2024 Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models NeurIPS 2024 Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor NeurIPS 2024 Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers CVPR 2024 On the Vulnerability of Safety Alignment in Open-Access LLMs ACL 2024 Order of Magnitude Speedups for LLM Membership Inference EMNLP 2024 PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining NeurIPS 2024 Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models CVPR 2024 PKAD: Pretrained Knowledge is All You Need to Detect and Mitigate Textual Backdoor Attacks EMNLP 2024 Representation Noising: A Defence Mechanism Against Harmful Finetuning NeurIPS 2024 Scanning Trojaned Models Using Out-of-Distribution Samples NeurIPS 2024 Secure Your Model: An Effective Key Prompt Protection Mechanism for Large Language Models NAACL 2024 Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models NeurIPS 2024 Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion EMNLP 2024 Unelicitable Backdoors via Cryptographic Transformer Circuits NeurIPS 2024 Adversarial Parameter Attack on Deep Neural Networks ICML 2023 Attention-Enhancing Backdoor Attacks Against BERT-based Models EMNLP 2023 Backdooring Neural Code Search ACL 2023