Signed-Prompt: A New Approach to Prevent Prompt Injection Attacks Against LLM-Integrated Applications
Authors: Xuchen Suo | Published: 2024-01-15
LLM Security
Detection and Defense Against Prominent Attacks on Preconditioned LLM-Integrated Virtual Assistants
Authors: Chun Fai Chan, Daniel Wankit Yip, Aysan Esmradi | Published: 2024-01-02
A Novel Evaluation Framework for Assessing Resilience Against Prompt Injection Attacks in Large Language Models
Authors: Daniel Wankit Yip, Aysan Esmradi, Chun Fai Chan | Published: 2024-01-02
Jatmo: Prompt Injection Defense by Task-Specific Finetuning
Authors: Julien Piet, Maha Alrashed, Chawin Sitawarin, Sizhe Chen, Zeming Wei, Elizabeth Sun, Basel Alomair, David Wagner | Published: 2023-12-29 | Updated: 2024-01-08
MetaAID 2.5: A Secure Framework for Developing Metaverse Applications via Large Language Models
Authors: Hongyin Zhu | Published: 2023-12-22
No-Skim: Towards Efficiency Robustness Evaluation on Skimming-based Language Models
Authors: Shengyao Zhang, Mi Zhang, Xudong Pan, Min Yang | Published: 2023-12-15 | Updated: 2023-12-18
Maatphor: Automated Variant Analysis for Prompt Injection Attacks
Authors: Ahmed Salem, Andrew Paverd, Boris Köpf | Published: 2023-12-12
Make Them Spill the Beans! Coercive Knowledge Extraction from (Production) LLMs
Authors: Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang | Published: 2023-12-08
Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning Attacks
Authors: Shuli Jiang, Swanand Ravindra Kadhe, Yi Zhou, Ling Cai, Nathalie Baracaldo | Published: 2023-12-07
DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions
Authors: Fangzhou Wu, Xiaogeng Liu, Chaowei Xiao | Published: 2023-12-07 | Updated: 2023-12-12