SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models
Authors: Lijun Li, Bowen Dong, Ruohui Wang, Xuhao Hu, Wangmeng Zuo, Dahua Lin, Yu Qiao, Jing Shao | Published: 2024-02-07 | Updated: 2024-06-07
LLM Security
Homograph Attacks on Maghreb Sentiment Analyzers
Authors: Fatima Zahra Qachfar, Rakesh M. Verma | Published: 2024-02-05
Detecting Scams Using Large Language Models
Authors: Liming Jiang | Published: 2024-02-05
Signed-Prompt: A New Approach to Prevent Prompt Injection Attacks Against LLM-Integrated Applications
Authors: Xuchen Suo | Published: 2024-01-15
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