• Title/Summary/Keyword: Bug detection

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Systematic Review of Bug Report Processing Techniques to Improve Software Management Performance

  • Lee, Dong-Gun;Seo, Yeong-Seok
    • Journal of Information Processing Systems
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    • v.15 no.4
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    • pp.967-985
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    • 2019
  • Bug report processing is a key element of bug fixing in modern software maintenance. Bug reports are not processed immediately after submission and involve several processes such as bug report deduplication and bug report triage before bug fixing is initiated; however, this method of bug fixing is very inefficient because all these processes are performed manually. Software engineers have persistently highlighted the need to automate these processes, and as a result, many automation techniques have been proposed for bug report processing; however, the accuracy of the existing methods is not satisfactory. Therefore, this study focuses on surveying to improve the accuracy of existing techniques for bug report processing. Reviews of each method proposed in this study consist of a description, used techniques, experiments, and comparison results. The results of this study indicate that research in the field of bug deduplication still lacks and therefore requires numerous studies that integrate clustering and natural language processing. This study further indicates that although all studies in the field of triage are based on machine learning, results of studies on deep learning are still insufficient.

The Status Quo and Future of Software Regression Bug Discovery via Fuzz Testing (퍼즈 테스팅을 통한 소프트웨어 회귀 버그 탐색 기법의 동향과 전망)

  • Lee, Gwangmu;Lee, Byoungyoung
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.31 no.5
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    • pp.911-917
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    • 2021
  • As software gets an increasing amount of patches, lots of software bugs are increasingly caused by such software patches, collectively known as regression bugs. To proactively detect the regressions bugs, both industry and academia are actively searching for a way to augment fuzz testing, one of the most popular automatic bug detection techniques. In this paper, we investigate the status quo of the studies on augmenting fuzz testing for regression bug detection and, based on the limitations of current proposals, provide an outlook of the relevant research.

Effective Integer Promotion Bug Detection Technique for Embedded Software (효과적인 내장형 소프트웨어의 정수 확장 (Integer Promotion) 버그 검출 기법)

  • Kim, Yunho;Kim, Taejin;Kim, Moonzoo;Lee, Ho-jung;Jang, Hoon;Park, Mingyu
    • Journal of KIISE
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    • v.43 no.6
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    • pp.692-699
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    • 2016
  • C compilers for 8-bit MCUs used in washing machines and refrigerators often do not follow the C standard to improve runtime performance. Developers who are unaware of the difference between C compilers following the C standard and the C compilers for 8-bit MCU can cause bugs that do not appear in the standard C environment but appear in the embedded systems using 8-bit MCUs. It is difficult for bug detectors that assume the standard C environment to detect such bugs. In this paper, we introduce integer promotion bugs caused by the different integer promotion rules of the C compilers for 8-bit MCU from the C standard and propose 5 bug patterns where the integer promotion bugs occur. We have developed an integer promotion bug detection tool and applied it to the washing machine control software developed by the LG electronics. The integer promotion bug detection tool successfully detected 27 integer promotion bugs in the washing machine control software.

A Black-Box based Testing for GUI Bug Detection (GUI 버그 검출을 위한 블랙박스 기반의 시험)

  • Lee, Jemin;Kim, Hyungshin
    • Journal of KIISE
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    • v.41 no.12
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    • pp.1013-1017
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    • 2014
  • A variety of applications that are accessible through app markets provide useful features and functions. However, those applications can present many GUI bugs due to the deficiency of testing processes. Even though various approaches have been developed for mobile app testing, GUI bugs in applications are still difficult to be identified due to the absence of efficiency, lack of automation, and necessity of access to the source code. In this paper, we propose an automated black-box testing method for efficient GUI bug detection. Our experimental results show that the proposed method achieves better code coverage and uncovers GUI bugs when compared with existing black-box testing called Monkey.

A Study of Knowledge Representation for Effective Programming Error Detection (효과적인 프로그래밍 오류분석을 위한 지식표현연구)

  • 송종수;송두헌
    • Journal of the Korea Computer Industry Society
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    • v.4 no.10
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    • pp.559-570
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    • 2003
  • Automation of programming-error detection is an important part of intelligent programming language tutoring systems. In this paper, a new programming error detection approach for novice programmers is proposed by plan matching and program execution. Program execution result is used to resolve the restricted programming plan representation and to provide a confirming evidence for the plan matching differences. By checking the values of shared variable between the related plans, we can detect the cause-effect relationship between the plans. With this relationship and the test data, we can explain the program's unexpected behaviors according to the bug's cause and resulting effects.

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MOdel-based KERnel Testing (MOKERT) Framework (모델기반의 커널 테스팅 프레이뭐크)

  • Kim, Moon-Zoo;Hong, Shin
    • Journal of KIISE:Software and Applications
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    • v.36 no.7
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    • pp.523-530
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    • 2009
  • Despite the growing need for customized operating system kernels for embedded devices, kernel development continues to suffer from insufficient reliability and high testing cost for several reasons such as the high complexity of the kernel code. To alleviate these difficulties, this study proposes the MOdel-based KERnel Testing (MOKERT) framework for detection of concurrency bugs in the kernel. MOKERT translates a given C program into a corresponding Promela model, and then tries to find a counter example with regard to a given requirement property, If found, MOKERT executes that counter example on the real kernel code to check whether the counter example is a false alarm or not, The MOKERT framework was applied to the Linux proc file system and confirmed that the bug reported in a ChangeLog actually caused a data race problem, In addition, a new data race bug in the Linux proc file system was found, which causes kernel panic.

A Study of the Intelligent Connection of Intrusion prevention System against Hacker Attack (해커의 공격에 대한 지능적 연계 침입방지시스템의 연구)

  • Park Dea-Woo;Lim Seung-In
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.2 s.40
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    • pp.351-360
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    • 2006
  • Proposed security system attacks it, and detect it, and a filter generation, a business to be prompt of interception filtering dates at attack information public information. inner IPS to attack detour setting and a traffic band security, different connection security system, and be attack packet interceptions and service and port interception setting. Exchange new security rule and packet filtering for switch type implementation through dynamic reset memory by real time, and deal with a packet. The attack detection about DDoS, SQL Stammer, Bug bear, Opeserv worm etc. of the 2.5 Gbs which was an attack of a hacker consisted in network performance experiment by real time. Packet by attacks of a hacker was cut off, and ensured the normal inside and external network resources besides the packets which were normal by the results of active renewal.

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Analyze trends in Use-After-Free bug detection and blocking research (Use-After-Free 버그 탐지 및 예방 연구 동향 분석)

  • Jin-Hwan Kim;Yeong-Pil Cho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2024.05a
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    • pp.222-225
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    • 2024
  • 전통적 프로그래밍 언어인 C/C++는 시스템 프로그래밍 언어로 널리 사용되고 있으며, 이는 저수준 메모리 제어와 하드웨어 상호작용 등의 특성 때문이다. 하지만 C/C++가 가지고 있는 특성중 하나인 저수준 메모리 제어는 프로그래머가 직접 메모리를 관리해야한다. 다양한 메모리 버그들중에서 특히 Use-after-free버그는 오래전부터 현재까지 해결되지 않은 버그로써 존재하고 있으며, 이는 프로그래머가 수동으로 메모리를 관리함으로써 발생한다. 이 버그를 예방 및 감지하기 위한 연구가 현재까지도 활발하게 진행되고 있다. 이 버그를 차단 및 감지하는 연구들의 동향을 분석하여 앞으로의 관련 연구의 지속적인 필요성을 제시한다.

EPfuzzer: Improving Hybrid Fuzzing with Hardest-to-reach Branch Prioritization

  • Wang, Yunchao;Wu, Zehui;Wei, Qiang;Wang, Qingxian
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.9
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    • pp.3885-3906
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    • 2020
  • Hybrid fuzzing which combines fuzzing and concolic execution, has proved its ability to achieve higher code coverage and therefore find more bugs. However, current hybrid fuzzers usually suffer from inefficiency and poor scalability when applied to complex, real-world program testing. We observed that the performance bottleneck is the inefficient cooperation between the fuzzer and concolic executor and the slow symbolic emulation. In this paper, we propose a novel solution named EPfuzzer to improve hybrid fuzzing. EPfuzzer implements two key ideas: 1) only the hardest-to-reach branch will be prioritized for concolic execution to avoid generating uninteresting inputs; and 2) only input bytes relevant to the target branch to be flipped will be symbolized to reduce the overhead of the symbolic emulation. With these optimizations, EPfuzzer can be efficiently targeted to the hardest-to-reach branch. We evaluated EPfuzzer with three sets of programs: five real-world applications and two popular benchmarks (LAVA-M and the Google Fuzzer Test Suite). The evaluation results showed that EPfuzzer was much more efficient and scalable than the state-of-the-art concolic execution engine (QSYM). EPfuzzer was able to find more bugs and achieve better code coverage. In addition, we discovered seven previously unknown security bugs in five real-world programs and reported them to the vendors.

Buffer Overflow Attack and Defense Techniques

  • Alzahrani, Sabah M.
    • International Journal of Computer Science & Network Security
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    • v.21 no.12
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    • pp.207-212
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    • 2021
  • A buffer overflow attack is carried out to subvert privileged program functions to gain control of the program and thus control the host. Buffer overflow attacks should be prevented by risk managers by eradicating and detecting them before the software is utilized. While calculating the size, correct variables should be chosen by risk managers in situations where fixed-length buffers are being used to avoid placing excess data that leads to the creation of an overflow. Metamorphism can also be used as it is capable of protecting data by attaining a reasonable resistance level [1]. In addition, risk management teams should ensure they access the latest updates for their application server products that support the internet infrastructure and the recent bug reports [2]. Scanners that can detect buffer overflows' flaws in their custom web applications and server products should be used by risk management teams to scan their websites. This paper presents an experiment of buffer overflow vulnerability and attack. The aims to study of a buffer overflow mechanism, types, and countermeasures. In addition, to comprehend the current detection plus prevention approaches that can be executed to prevent future attacks or mitigate the impacts of similar attacks.