Mitigating Automated Obfuscation Attacks on Software Plagiarism Detection Systems
Plagiarism is a prevalent challenge in computer science education, and educators rely on detection systems to address it at scale. However, these systems remain vulnerable to obfuscation attacks that alter the structure of a program while preserving its behavior. Recent advancements in artificial in...
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| المؤلف الرئيسي: | |
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| التنسيق: | Online |
| اللغة: | الإنجليزية |
| منشور في: |
KIT Scientific Publishing
2026
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| الموضوعات: | |
| الوصول للمادة أونلاين: | ONIX_20260621T103021_9783731514558_13 |
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| _version_ | 1869530506151854080 |
|---|---|
| author | Saglam, Timur |
| author_browse | Saglam, Timur |
| author_facet | Saglam, Timur |
| author_sort | Saglam, Timur |
| collection | Directory of Open Access Books |
| description | Plagiarism is a prevalent challenge in computer science education, and educators rely on detection systems to address it at scale. However, these systems remain vulnerable to obfuscation attacks that alter the structure of a program while preserving its behavior. Recent advancements in artificial intelligence have exacerbated this problem. To address these challenges, this dissertation introduces defense mechanisms against automated obfuscation, enhancing the resilience of detection systems. |
| format | Online |
| id | doab-20.500.12854ir-177832 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2026 |
| publishDateRange | 2026 |
| publishDateSort | 2026 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1778322026-06-22T05:18:54Z Mitigating Automated Obfuscation Attacks on Software Plagiarism Detection Systems Saglam, Timur Computer Science Education Informatikausbildung Obfuscation Attacks Plagiarism Detection Plagiatserkennung Programmierausbildung Programming Education Quellcode-Plagiate Source Code Plagiarism Verschleierungsangriffe thema EDItEUR::U Computing and Information Technology::UY Computer science Plagiarism is a prevalent challenge in computer science education, and educators rely on detection systems to address it at scale. However, these systems remain vulnerable to obfuscation attacks that alter the structure of a program while preserving its behavior. Recent advancements in artificial intelligence have exacerbated this problem. To address these challenges, this dissertation introduces defense mechanisms against automated obfuscation, enhancing the resilience of detection systems. 2026-06-22T05:18:52Z 2026-06-22T05:18:52Z 2026-06-21T16:05:29Z 2026 book book ONIX_20260621T103021_9783731514558_13 1867-0067 (Online) https://doi.org/10.5445/KSP/1000185090 https://library.oapen.org/handle/20.500.12657/114390 9783731514558 https://directory.doabooks.org/handle/20.500.12854/177832 eng The Karlsruhe Series on Software Design and Quality open access image/jpeg Attribution 4.0 International https://library.oapen.org/bitstream/20.500.12657/114390/1/9783731514558.pdf KIT Scientific Publishing KIT Scientific Publishing 10.5445/KSP/1000185090 10.5445/KSP/1000185090 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731514558 KIT Scientific Publishing 342 Karlsruhe, Germany open access |
| spellingShingle | Computer Science Education Informatikausbildung Obfuscation Attacks Plagiarism Detection Plagiatserkennung Programmierausbildung Programming Education Quellcode-Plagiate Source Code Plagiarism Verschleierungsangriffe thema EDItEUR::U Computing and Information Technology::UY Computer science Saglam, Timur Mitigating Automated Obfuscation Attacks on Software Plagiarism Detection Systems |
| title | Mitigating Automated Obfuscation Attacks on Software Plagiarism Detection Systems |
| title_full | Mitigating Automated Obfuscation Attacks on Software Plagiarism Detection Systems |
| title_fullStr | Mitigating Automated Obfuscation Attacks on Software Plagiarism Detection Systems |
| title_full_unstemmed | Mitigating Automated Obfuscation Attacks on Software Plagiarism Detection Systems |
| title_short | Mitigating Automated Obfuscation Attacks on Software Plagiarism Detection Systems |
| title_sort | mitigating automated obfuscation attacks on software plagiarism detection systems |
| topic | Computer Science Education Informatikausbildung Obfuscation Attacks Plagiarism Detection Plagiatserkennung Programmierausbildung Programming Education Quellcode-Plagiate Source Code Plagiarism Verschleierungsangriffe thema EDItEUR::U Computing and Information Technology::UY Computer science |
| topic_facet | Computer Science Education Informatikausbildung Obfuscation Attacks Plagiarism Detection Plagiatserkennung Programmierausbildung Programming Education Quellcode-Plagiate Source Code Plagiarism Verschleierungsangriffe thema EDItEUR::U Computing and Information Technology::UY Computer science |
| url | ONIX_20260621T103021_9783731514558_13 |
| work_keys_str_mv | AT saglamtimur mitigatingautomatedobfuscationattacksonsoftwareplagiarismdetectionsystems |