Learn PromptingPenyaringan Kata / Frasa (Filtering)
Filtering adalah teknik umum untuk mencegah peretasan prompt1Kang, D., Li, X., Stoica, I., Guestrin, C., Zaharia, M., & Hashimoto, T. (2023). Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks. . Ada beberapa jenis filtrasi, tetapi ide dasarnya adalah memeriksa kata-kata dan frasa dalam prompt awal atau keluaran yang harus diblokir. Anda dapat menggunakan daftar blokir atau daftar izin untuk tujuan ini2Selvi, J. (2022). Exploring Prompt Injection Attacks. https://research.nccgroup.com/2022/12/05/exploring-prompt-injection-attacks/ . Blocklist adalah daftar kata-kata dan frasa yang harus diblokir, dan allowlist adalah daftar kata-kata dan frasa yang harus diizinkan.
Footnotes
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Kang, D., Li, X., Stoica, I., Guestrin, C., Zaharia, M., & Hashimoto, T. (2023). Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks. ↩
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Selvi, J. (2022). Exploring Prompt Injection Attacks. https://research.nccgroup.com/2022/12/05/exploring-prompt-injection-attacks/ ↩
Sander Schulhoff
Sander Schulhoff is the Founder of Learn Prompting and an ML Researcher at the University of Maryland. He created the first open-source Prompt Engineering guide, reaching 3M+ people and teaching them to use tools like ChatGPT. Sander also led a team behind Prompt Report, the most comprehensive study of prompting ever done, co-authored with researchers from the University of Maryland, OpenAI, Microsoft, Google, Princeton, Stanford, and other leading institutions. This 76-page survey analyzed 1,500+ academic papers and covered 200+ prompting techniques.