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ChatGPT for Vulnerability Detection, Classification, and Repair How Far Are We ChatGPT for Vulnerability Detection, Classification, and Repair How Far Are We
ChatGPT for Vulnerability Detection, Classification, and Repair: How Far Are We?Part 1. Title & SourceTitle: ChatG
2024-10-15 paper reading
The Devil is in the Tails How Long-Tailed Code  Distributions Impact Large Language Models The Devil is in the Tails How Long-Tailed Code  Distributions Impact Large Language Models
The Devil is in the Tails: How Long-Tailed Code  Distributions Impact Large Language ModelsPart1. title&SourceTitl
2024-10-14 paper reading
Natural Attack for Pre-trained Models of Code Natural Attack for Pre-trained Models of Code
Natural Attack for Pre-trained Models of CodePart 1. Title & SourceTitle: Natural Attack for Pre-trained Models of
2024-10-13 paper reading
Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models
Code Security Vulnerability Repair Using Reinforcement Learning with Large Language ModelsPart 1: 标题 & 作者标题: 基于强化学
2024-10-12 paper reading
Large Language Models for Code Security Hardening and Adversarial Testing Large Language Models for Code Security Hardening and Adversarial Testing
[Large Language Models for Code: Security Hardening and Adversarial Testing]Paper Summary (What) Main takeaway: This p
2024-10-11 paper reading
LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities
[LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework
2024-10-09 paper reading
LLMs for Code Analysis-Do LLMs Really Do Their Job LLMs for Code Analysis-Do LLMs Really Do Their Job
Large Language Models for Code Analysis: Do LLMs Really Do Their Job? The paper evaluates the effectiveness of large
2024-10-09 paper reading
Large Language Model for Vulnerability Detection and Repair Large Language Model for Vulnerability Detection and Repair
[Large Language Model for Vulnerability Detection and Repair: Literature Review and the Road Ahead]Paper summaryTLD
2024-10-08 paper reading
bert bert
BERT: Pre-training of Deep Bidirectional Transformers for Language UnderstandingPaper | Talk Part1. 标题&作者Pre-trai
2024-09-25 paper reading
ML-based-knowledge ML-based-knowledge
ML知识点汇总1.LSTM 原理分析 2.预训练思想有了图像领域预训练的引入，我们在此给出预训练的思想：任务 A 对应的模型 A 的参数不再是随机初始化的，而是通过任务 B 进行预先训练得到模型 B，然后利用模型 B 的参数对模型 A
2024-09-25 ML
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