Generative AI Weekly Research Highlights | Dec'23 Part 2

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For detailed information on each paper, you can access them through these links:

1. Efficient Large Language Models: A Survey (https://arxiv.org/pdf/2312.03863.pdf)

2. A Survey on LLM Security and Privacy (https://arxiv.org/pdf/2312.02003.pdf)

3. Llama Guard: LLM-based Input-Output Safeguard

(https://scontent.fdel27-4.fna.fbcdn.n...)

4. Data Management For LLMs: A Survey (https://arxiv.org/pdf/2312.01700.pdf)

5. Purple Llama CYBERSECEVAL: Secure Coding Benchmark (https://scontent.fdel27-4.fna.fbcdn.n...

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6. Trends in Integration of Knowledge and LLMs (https://arxiv.org/pdf/2311.05876.pdf)

7. D-Bot: Database Diagnosis System using LLMs (https://arxiv.org/pdf/2312.01454.pdf)

8. DeepInception: Hypnotize LLM to Be Jailbreaker (https://arxiv.org/pdf/2311.03191.pdf)

00:00 Intro

00:18 Enhancing LLM Efficiency

00:39 LLM Security and Privacy Overview

01:03 Introducing LlamaGuard for Safer AI

01:23 Data Management in LLM Training

01:44 CyberSecEval: Cybersecurity of LLMs

02:03 Integrating Knowledge with LLMs

02:20 DBot: Diagnosing Database Issues

02:39 Deep Inception: Jailbreaking LLMs

03:06 End

#generativeai,#promptengineering,#largelanguagemodels,#openai,#chatgpt,#gpt4,#ai,#abcp,#prompt,#responsibleai,