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Towards Causal Deep Learning for Vulnerability Detection

Towards Causal Deep Learning for Vulnerability Detection

12 October 2023
Md. Mahbubur Rahman
Ira Ceka
Chengzhi Mao
Saikat Chakraborty
Baishakhi Ray
Wei Le
ArXivPDFHTML

Papers citing "Towards Causal Deep Learning for Vulnerability Detection"

4 / 4 papers shown
Title
A Language Anchor-Guided Method for Robust Noisy Domain Generalization
A Language Anchor-Guided Method for Robust Noisy Domain Generalization
Zilin Dai
Lehong Wang
Fangzhou Lin
Yidong Wang
Zhigang Li
Kazunori D Yamada
Ziming Zhang
Wang Lu
131
0
0
21 Mar 2025
Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection
Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection
Niklas Risse
Marcel Bohme
Marcel Böhme
45
4
0
23 Aug 2024
Uncovering the Limits of Machine Learning for Automatic Vulnerability
  Detection
Uncovering the Limits of Machine Learning for Automatic Vulnerability Detection
Niklas Risse
Marcel Bohme
AAML
66
22
0
28 Jun 2023
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding
  and Generation
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
Shuai Lu
Daya Guo
Shuo Ren
Junjie Huang
Alexey Svyatkovskiy
...
Nan Duan
Neel Sundaresan
Shao Kun Deng
Shengyu Fu
Shujie Liu
ELM
198
1,105
0
09 Feb 2021
1