InfoSec - Note
InfoSec - Note can't reiterate this enough: Do not go looking for vulnerable servers and exploits on systems you don't own without the proper approval. __∧_∧__ ~~~~~ ／(*´O｀)／＼ ／|￣∪∪￣|＼／ ...
Grace
Course - Learning Path
Course - Learning Path Cyber Security Career path Cloud GCP AWS ALI Security Security Course ...
LLMs Paper - Large Language Model for Vulnerability Detection
Large Language Model for Vulnerability Detection: Emerging Results and Future Directions ABSTRACT 1 INTRODUCTION 2 PROPOSED APPROACH ChatGPT and In-Cont...
LLMs Paper - JaCoText A Pretrained Model for Java Code-Text
JaCoText: A Pretrained Model for Java Code-Text JaCoText: A Pretrained Model for Java Code-Text Pretrained transformer-based models have shown high performance in natural language g...
LLMs Paper - Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine Abstract 1 Introduction 2 Background 2.1 Foundation Models on...
LLM - Prompt engineering
LLM - Prompt engineering prompt engineering Prompt History of prompt engineering why is prompt engineering important benef...
LLM - Pre-training llms
LLM - Pre-training llms Model Architecture Encoder-only models Decoder-only models Encoder-Decoder models Pre-training llm...
LLM - HypyerSetting
LLM - HypyerSetting HypyerSetting Top_k Temperature Top_p (Nucleus Sampling) Length_penalty Frequency_penalty: Random_seed: Combined Effects:...
LLM - Evaluation
Evaluation Overall Model evaluation evaluation terminology evaluation metrics ROUGE RO...
LLM - Data Tuning Type
LLM - Data Tuning Type Fine-T vs Prompt-T vs Instruction-T Hard / Soft Prompt Parameter-Efficient Prompt Tuning (Soft Prompt) P-Tuning (Soft Prompt)...
LLM - Data Tuning
LLM - Data Tuning 微调 Instruction-Tuning (指示微调) Fine-Tuning (微调) Full Fine-tuning Self-supervised-learning 预训练阶段 SFT - Supervised Fine-Tuning (监督微调阶段) ...
LLM - Confidence score for ML model
LLM - Confidence score for ML model overall Confidence estimation techniques Data labeling 蒸馏法 LLM data labeling benchmark ...
AIML - CNN基础知识
AIML - CNN基础知识 CNN基础知识 CNN 卷积神经网络 Convolution 卷积 Padding 填充 valid padding same padding ...
AI - LLM with Vulnerability Detection
LLM with Vulnerability Detection LLM with Vulnerability Detection overall Vulnerability Detection using Large Language Models Overall Motivation Vulnerabil...
LLM_Security
OWASP Top 10 for LLM overall OWASP Top 10 for LLM Top 10 LLMs in Cybersecurity Benefits of LLMs in Cybersecurity ...