tushartushar / ML4SCA
Machine Learning for Source Code Analysis
☆17Updated last year
Alternatives and similar repositories for ML4SCA:
Users that are interested in ML4SCA are comparing it to the libraries listed below
- RepairAgent is an autonomous LLM-based agent for software repair.☆36Updated 2 weeks ago
- Public BanditFuzz Repo☆12Updated 4 years ago
- Code implementation for CoTexT: Multi-task Learning with Code-Text Transformer☆36Updated 3 years ago
- code and data for paper "Automatic Generation and Summarization of Shellcode via Transformer and Dual Learning", which accepted in SANER …☆13Updated 2 years ago
- 🪐 A Database of Existing Security Vulnerabilities Patches to Enable Evaluation of Techniques (single-commit; multi-language)☆38Updated last week
- Symmetric Encryption with Language Models☆12Updated last year
- Models and datasets for annotated code search.☆35Updated last year
- ☆28Updated 2 years ago
- Shellcode_IA32 is a dataset consisting of challenging but common assembly instructions, collected from real shellcodes, with their natura…☆37Updated last year
- ACER is an AST-based Callgraph Generator Development Framework☆32Updated 10 months ago
- Repository of the paper 'CodeQueries: A Dataset of Semantic Queries over Code' published in ISEC 2024☆12Updated last year
- [AAAI 2021] - TreeCaps: Tree-based Capsule Network for Source Code Processing☆23Updated 2 years ago
- Cyber Code Intelligence (CyberCI)☆14Updated 4 years ago
- A toolkit for pre-processing large source code corpora☆47Updated 2 years ago
- ExploitGen is a template-augmented Exploit Code generation method based on CodeBERT, which accepted in JSS.☆9Updated last year
- code and data for paper "ComFormer: Code Comment Generation via Transformer and Fusion Method-based Hybrid Code Representation" accepted …☆14Updated 2 years ago
- Replication code for the paper "On using distributed representations of source code for the detection of C security vulnerabilities"☆9Updated 2 years ago
- CFG based program similarity using Graph Neural Networks☆35Updated 2 years ago
- An integration of JoernTI's CodeTIDAL5 neural type inference model.☆24Updated 3 months ago
- Code for the paper "A Structural Model for Contextual Code Changes"☆31Updated last year
- ☆16Updated 6 months ago
- AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities☆40Updated last year
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆13Updated 3 years ago
- Fast AST based code differencing in Python☆33Updated 3 months ago
- ☆66Updated 2 years ago
- EVIL (Exploiting software VIa natural Language) is an approach to automatically generate software exploits in assembly/Python language fr…☆28Updated 3 years ago
- The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/f…☆22Updated 4 years ago
- Create CFGs and compute complexity metrics for Python, C++, and Java code.☆42Updated 11 months ago
- An empirical study on patch correctness☆15Updated 2 years ago
- AutoVAS is an automated vulnerability analysis system with a deep learning approach.☆35Updated 3 years ago