MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks
- Giandomenico Cornacchia
- Kieran Fraser
- et al.
- 2024
- AIES 2024
Poster
Publications
229 results for Adversarial Robustness and Privacy
On Robustness-Accuracy Characterization of Language Models using Synthetic Datasets
- Ching-yun Ko
- Pin-Yu Chen
- et al.
- 2024
- COLM 2024
Conference paperBe Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning
- Zhiyuan He
- Yijun Yang
- et al.
- 2024
- ICML 2024
Conference paperWhat Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks
- Irene Ko
- Pin-Yu Chen
- et al.
- 2024
- ICML 2024
Conference paperPrompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts
- Zhi-yi Chin
- Chieh-ming Jiang
- et al.
- 2024
- ICML 2024
Conference paperTowards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation
- Tomas Bueno Momcilovic
- Beat Buesser
- et al.
- 2024
- xAI 2024
Workshop paperImproving Membership Inference Attacks against Classification Models
- Shlomit Shachor
- Natalia Razinkov
- et al.
- 2024
- KES-IDT 2024
Conference paperOverload: Latency Attacks on Object Detection for Edge Devices
- Erh-Chung Chen
- Pin-Yu Chen
- et al.
- 2024
- CVPR 2024
Conference paperAdvancing the Robustness of Large Language Models through Self-Denoised Smoothing
- Jiabao Ji
- Bairu Hou
- et al.
- 2024
- NAACL 2024
Short paperEvaluating the Impact of Skin Tone Representation on Out-of-Distribution Detection Performance in Dermatology
- Assala Benmalek
- Celia Cintas
- et al.
- 2024
- ISBI 2024
Conference paper