Code authorship attribution: Methods and challenges

V Kalgutkar, R Kaur, H Gonzalez… - ACM Computing …, 2019 - dl.acm.org
Code authorship attribution is the process of identifying the author of a given code. With
increasing numbers of malware and advanced mutation techniques, the authors of malware …

Detecting AI assisted submissions in introductory programming via code anomaly

O Karnalim, H Toba, MC Johan - Education and Information Technologies, 2024 - Springer
Artificial Intelligence (AI) can foster education but can also be misused to breach academic
integrity. Large language models like ChatGPT are able to generate solutions for individual …

CodeWMBench: An Automated Benchmark for Code Watermarking Evaluation

BL Wu, K Chen, Y He, G Chen, W Zhang… - Proceedings of the ACM …, 2024 - dl.acm.org
As deep learning progresses, programming language generation models such as
CodeLlama, GitHub Copilot, and ChatGPT have been widely applied to intelligent code …

Identifying AI Generated Code with Parallel KNN Weight Outlier Detection

O Karnalim - Advanced Technologies and the University of the …, 2024 - Springer
Plagiarism is an emerging issue in programming, and it becomes more difficult to identify
due to generative AI; it can easily provide solutions on assignments that are supposed to be …

Identifying AI Generated Code with Parallel KNN Weight Outlier

O Karnalim - Advanced Technologies and the University of the … - books.google.com
Plagiarism is an emerging issue in programming, and it becomes more dif-ficult to identify
due to generative AI; it can easily provide solutions on assignments that are supposed to be …

Using Machine Learning to Recognise Novice and Expert Programmers

CH Lee, T Hall - Product-Focused Software Process Improvement: 22nd …, 2021 - Springer
Understanding and recognising the difference between novice and expert programmers
could be beneficial in a wide range of scenarios, such as to screen programming job …

Forensics of Software Copyright Infringement Crimes: The Modern POSAR Test Juxtaposed With The Dated AFC Test

VP Bhattathiripad - Journal of Digital Forensics, Security and …, 2014 - commons.erau.edu
This paper presents a new development in the forensics of software copyright through a
juxtaposed comparison between the proven AFC test and the recent POSAR test, the two …

[PDF][PDF] An automatic authorship attribution technique for Android applications

H Robledo - 2017 - unbscholar.lib.unb.ca
In recent years, mobile devices have overcome desktop computers in usage. The most
popular system for mobile devices is Android; hence, it is the most targeted by malicious …

A New Cyber Forensic Philosophy for Digital Watermarks in the Context of Copyright Laws

VP Bhattathiripad, S Sudhakaran, RK Thalayaniyil - 2015 - commons.erau.edu
The objective of this paper is to propose a new cyber forensic philosophy for watermark in
the context of copyright laws for the benefit of the forensic community and the judiciary …

Some Additional Factors for Inclusion in Software Copyright Infringement Forensics

I Forensics - 2014 - igi-global.com
This chapter takes upon itself the task of looking into and discussing the forensic importance
of some new features, which are not currently considered important but which need to be …