Essays about: "bug report"

Showing result 11 - 15 of 20 essays containing the words bug report.

  1. 11. Machine Learning for Software Bug Categorization

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Arman Vatandoust; [2019]
    Keywords : ;

    Abstract : The pursuit of flawless software is often an exhausting task for software developers. Code defects can range from soft issues to hard issues that lead to unforgiving consequences. READ MORE

  3. 12. Automatic Dispatching of Issues using Machine Learning

    University essay from Linköpings universitet/Programvara och system; Linköpings universitet/Tekniska fakulteten

    Author : Fredrik Bengtsson; Adam Combler; [2019]
    Keywords : NLP; Machine Learning; Convolutional Neural Networks; CNN; SVM; bug report; issue; text classification;

    Abstract : Many software companies use issue tracking systems to organize their work. However, when working on large projects, across multiple teams, a problem of finding the correctteam to solve a certain issue arises. One team might detect a problem, which must be solved by another team. READ MORE

  4. 13. Haxonomy : A Taxonomy for Web Hacking

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Max Körlinge; [2019]
    Keywords : ;

    Abstract : This study aims to show that the information present in public vulnerability reports from bug bounty programs can be utilized to provide aid for individual security researchers when performing their research. This is done here by creating a taxonomy based on the attack surfaces on a website that were used by the author of a report when discovering a vulnerability. READ MORE

  5. 14. Using Markov Decision Processes and Reinforcement Learning to Guide Penetration Testers in the Search for Web Vulnerabilities

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Anders Pettersson; Ossian Fjordefalk; [2019]
    Keywords : Markov decision process; Reinforcement learning; Machine learning; Web vulnerabilities; Attack surfaces; Hacking; Bug Bounty;

    Abstract : Bug bounties are an increasingly popular way of performing penetration tests of web applications. User statistics of bug bounty platforms show that a lot of hackers struggle to find bugs. READ MORE

  6. 15. Categorizing Software Defects using Machine Learning

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Viktor Stagge; [2018]
    Keywords : crash reports; software defects; text classification; hierarchical attention networks; machine learning; Technology and Engineering;

    Abstract : We analyze how automatically generated crash reports can be used to aid in the process of software defect categorization. The crash reports are automatically generated logs, which vary widely in both format and in information content. Each crash report used is linked to its corresponding, human-written bug report. READ MORE