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CS458 Dynamic Analysis of Software Source Code, Spring 2020

Announcement

  • The course number of this class has changed from CS453 (until 2016), CS492D/A (2017, 2018) to CS458 (from 2019) as the content of the class changes to focus on the dynamic analysis aspects of SW source code.

    Administrative Information

    Office: 2434 (located at the east wing)

    Phone:042-350-3543

    E-mail: moonzoo.kim @ gmail.com

    Office hour: TBD

    (reservation e-mail would be preferred)

    • Teaching assistants:  Kunwoo Park (kunwoo1209@kaist.ac.kr) 
      • TA office hour: TBD
    • Lecture hours: Tues/Thurs  10:30 - 11:45 AM
    • Lecture room: N1  RM#112
    • Prerequisite: experience in C/C++ programming and Linux/Unix utilities
    • Grading: attendance/class participation/quiz: 20%, HW: 50%, midterm exam: 10%, final exam:20%
      • Late HW will be accepted with 10% penalty of the max score in 1 day, 30% penalty of the max score in 3 days. HW will not be accepted after then. 
      • HW should be submitted both in hardcopy and softcopy (through KLMS to TA). 10% penalty of the max score for missing hardcopy or softcopy unless explicitly written in HW. 
        • Hint: many questions of exams are from the homework.
      • All programming HWs you submit must be able to be replayed by executing a single script file on a TA's verifier account (i.e., submitted HW should not have a dependency on your home directory, environment, etc.).  Also, the replayed execution must demonstrate the same output to the submitted hardcopy. You will get 10% penalty of the max score otherwise.
        • For your programming HWs, you should not use external libraries which are not available on the verifier machines.  If you really need an external library, you have to ask TAs to install it on the verifier machines.  
      • More than 7 absences of the class will get F grade
        • Late attendance shall be considered as 1/3 absence. 
        • Grad students who are occupied by his/her lab activities (e.g., attending conf, etc.) should submit 1 week prior notice.  
        • No excuse for the absence of class including family issues, illness, etc.
    • The official language in the class is English. All students should submit all written documents such as homework, project reports, exams, etc. in English; 20% penalty of the max score otherwise.
    • Questions and answers can be done through KLMS 
      • TBD
    • Excerpts from 강의평가
      • "실질적으로 써먹을 수 있는 내용을 많이 배워서 보람찼습니다"
      • "과제가 많이 어려운것 같았다. 과제에 대한 도움을 수업에서 좀 더 주었으면 좋겠다."

    Syllabus

    This class covers automated SW testing/verification techniques to detect SW bugs effectively and efficiently. In particular, this class focuses to teach techniques that automatically generate test cases to achieve high code coverage and, thus, to detect many bugs.

    The class aims to teach practical applications of advanced testing/verification techniques as well as their underlying algorithms.  This class guides students to use various open-source software testing/verification tools through HWs and learn the underlying mechanisms to maximize the performance of automated testing/verification.

    Course Material

    Course Schedule

    Aug 27 : Introduction [pdf]

    Aug 29: Necessity for systematic & automated testing techniques [pdf]

    Sep 3: Overview of testing techniques (including the input partitioning technique) [pdf]

     

    Part I: Program coverage criteria and program analysis 

    Sep 5: Graph coverage [pdf]

    Sep 10, 12: Graph coverage for source code  [pdf]

    Sep 17: gcov tutorial [pdf], CLang tutorial 1/2: Clang AST [pdf]

    Sep 19: Clang tutorial 2/2: a program analysis tool by using Clang [pdf]

    Oct 1: Logic coverage [pdf]

    Oct  8:  Logic coverage from source code  [pdf]

    Oct  10 : Mutation testing [pdf],  Q&A session

    Oct  17: Mid-term exam  10:30~12:00 AM

     

    Part II: Model checking and Test Oracles

    Oct 22, 24: SAT-based bounded software model checking [pdf]

    Oct 29: Software model checking examples [pdf]

    Oct 31: Model Checking flash memory storage platform software - an industrial case study

     

    Part III: Concolic testing (a.k.a., dynamic symbolic execution)

    Nov 5 : Automated SW analysis for high reliability: a Concolic testing approach [pdf]

    Nov 7: CROWN Tutorial [pdf] (** important **)

    Nov 12, 14: CROWN Examples [pdf]

    Nov 17: System-level concolic testing: Busybox application examples through CROWN [pdf]

    Nov 19: Industrial Application of Concolic Testing on Embedded Software: Case Studies [pdf] [ICSE'12 paper]          

    Nov 21:Unit-level concolic testing: Busybox ls example [pdf],  Automated Unit Testing of Large Industrial Embedded Software using Concolic Testing [pdf] [ASE'13 paper] 

     

    Part IV: Verification engine - SAT/SMT solver

    Nov 26 : Using SAT solver for Sudoku [pdf

    Dec 3: First order theories [pdf] , SMTlib tutorial [pdf],

    Dec 5: Static Code Analysis Techniques, LLVM IR basics, CLANG vs LLVM 

    Dec 12: Final exam   

    Homeworks

    • You need to submit both a hard copy and a soft copy for each homework.
      • Report box for a hard copy: the report box  located on the 4th floor of N1 (in front of room #403)
      • Send your soft copy to TA via KLMS  
    • You have to use a Linux account on verifier<X>.kaist.ac.kr for programming HWs.   
      • ID: cs458_(your student #), initial password: (your student #)!!
        • You have to change your password when you log-in first time.
      • Note that your account will be deleted at the end of the semester.  Don't forget to backup your own data 
    • Clang 4.0.1 API documentation: [Link]
    • If you have a question on your HW score, you should post your question on KLMS first.
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