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codebert

Here are 17 public repositories matching this topic...

neulab / code-bert-score

CodeBERTScore: an automatic metric for code generation, based on BERTScore

code score bert codebert bertscore code-bert-score code-bertscore codebertscore

Updated Mar 1, 2024
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dessertlab / EVIL

EVIL (Exploiting software VIa natural Language) is an approach to automatically generate software exploits in assembly/Python language from descriptions in natural language. The approach leverages Neural Machine Translation (NMT) techniques and a dataset that we developed for this work.

linux exploit encoder assembly decoder dataset seq2seq shellcode nmt software-exploitation codebert

Updated Mar 8, 2022
Python

RepoAnalysis / RepoSnipy

Neural search engine for discovering semantically similar Python repositories on GitHub

language-model github-repository-search streamlit-application codebert code-understanding neural-search-engine

Updated Feb 11, 2024
Python

EhsanMashhadi / ISSRE2023-BugSeverityPrediction

Code of our paper "Method-Level Bug Severity Prediction using Source Code Metrics and LLMs" which is accepted to ISSRE 2023.

machine-learning deep-learning embedding bert bert-model bug-detection codebert severity-prediction largelanguagemodel

Updated Nov 12, 2023
Java

philippnormann / malicious-payload-detection

🕵️‍♂️ ML project to identify malicious web payloads, aimed at boosting the effectiveness of WAFs and IDSs.

machine-learning random-forest transformers cybersecurity web-security feature-engineering web-application-firewall intrusion-detection-system codebert payload-detection

Updated Apr 7, 2024
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ML4SE2022 / Group4

Fine-tuning CodeBERT with AST-based Vectors for Code Translation

ast codebert transcompiling

Updated Nov 10, 2022
C#

daimakram / Bug-Detection-Code-Summarization

Performs Code Summarization, Bug Detection, Bug Removal using different Natural language processing models including Garph CodeBERT, GREAT, GNN, CoText etc.

natural-language-processing software-engineering codebert

Updated Jan 14, 2023
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RepoAnalysis / RepoSim

This repository contains experiments on comparing the similarity of Python repositories using ML models.

transformers language-model semantic-search codebert code-understanding

Updated Jun 3, 2023
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RepoMining / RepoSim4Py

A project for determining the similarity of python repositories based on embedding approach

transformers language-model semantic-analysis codebert code-understanding

Updated May 7, 2024
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shruti10-designer / NNDL-Autograding

Auto-grading of C programs using Machine Learning and Deep Learning models such as random forest, CNN, LSTM etc and code embedding models such as CodeBERT. Also published a paper for the same in IEEE (14th ICCNT Conference)

python machine-learning natural-language-processing deep-learning tensorflow tokenizer word-embeddings cnn lstm neural-networks rnn regression-models bilstm sklearn-library roberta codebert

Updated Jul 9, 2023
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dessertlab / Targeted-Data-Poisoning-Attacks

This repository contains the code, the dataset and the experimental results related to the paper "Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks" accepted for publication at The 32nd IEEE/ACM International Conference on Program Comprehension (ICPC 2024).

python dataset code-generation vulnerabilities nmt data-poisoning-attacks codebert software-security-assessment

Updated May 10, 2024
Python

jorge-martinez-gil / ensemble-codesim

Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity Measures

semantic-similarity similarity-measures code-clones source-code-analysis code-similarity clone-detection code-intelligence clone-coding codebert graphcodebert

Updated May 6, 2024
Java

hishamp3 / codeDetection

Django implementation of CodeBERT for detecting vulnerable code.

django-framework html-css codebert large-language-models llm-fine-tuning

Updated Dec 29, 2023
Python

Ahmedfir / java-business-locations

extracts business-logic code locations.

mutation-testing ast business-logic-component naturalness codebert

Updated Apr 11, 2024
Java

yegmor / CoCLR-ML_Reproducibility_Challenge_2021

Reproducibility report ofCoSQA: 20,000+ Web Queries for Code Search and QuestionAnswering for ML Reproducibility Challenge 2021

code-search codesearchnet codebert code-question-answering cosqa codexglue coclr query-code-matching

Updated Feb 4, 2022
Python

GianRomani / Neural_search_engine

Neural search engine for questions/answers from StackOverflow

search-engine information-retrieval data-mining stackoverflow pytorch bert bert-embeddings huggingface neural-search jina jina-search huggingface-transformers codebert

Updated Jul 8, 2022
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AndrewDarnall / Distributed-Systems-Engineering-Project

Fine-tuning CodeBERT MLM on Java-based enterprise projects

language-model masked-language-models codebert

Updated Feb 22, 2024
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