Software Quality Engineering Tackles Security Issues

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1 Software Quality Engineering Tackles Security Issues Taz Daughtrey Senior Scientist Quanterion Solutions, Inc. Software Quality Group of New England 12 June 2013 Software Quality Engineering Tackles Security Issues Taz Daughtrey Cyber Security Information Analysis Center American Software Testing Qualifications Board 1

2 2

3 % of websites with serious vulnerability of given type May 2, 2013: WhiteHat Security Website Security Statistics Report. 3

4 Serious vulnerabilities: attacker could > take control over all or part of website > compromise user accounts on system > access sensitive data > violate compliance requirements > possibly make headline news. In short, serious vulnerabilities are those that should really be fixed. 86 percent of all websites tested were found to have at least one serious vulnerability and were exposed every day of The average number of vulnerabilities per website, from 2011 to 2012: 79 à 56. 4

5 Make it. 9 acceptable 5

6 Make it. Make it work. 11 functional acceptable 6

7 Make it. Make it work. Make it work right. 13 correct functional acceptable 7

8 Make it. Make it work. Make it work right. Make it work right, regardless 15 dependable correct functional acceptable 8

9 acceptable functional correct dependable maintainable? acceptable functional correct dependable 9

10 Reliability: does what is expected Unreliability: doesn t do what is expected 10

11 unavailable incorrect unsafe compromised ISO/IEC :

12 suitability + accurateness + interoperability + compliance + security adaptability + installability + conformance + replaceability maturity + fault tolerance + recoverability analyzability + changeability + stability + testability understandability + learnability + operability time behavior + resource behavior ISO/IEC :2001 Software Reliability Engineering 12

13 Software Reliability Modeling Statistical Modeling and Estimation of Reliability Functions for Software 13

14 14

15 Software Security Engineering Software Security Engineering integrity confidentiality accessibility 15

16 Software Security Touchpoints History Risk mitigation Appraisal management Configuration management stakeholder agreement operational profiles reviews tests verifiable requirements fault-tolerant design 16

17 Ozmet (2005) analyzed OpenBSD 2.2 data Berkeley Software Distribution = Unix-derived OS 79 vulnerabilities discovered Applied reliability growth models in SMERFS Found best fit from Musa logarithmic model Acceptable results also from other models Software Security Growth Modeling: Examining Vulnerabilities with Reliability Growth Models. Andy Ozment, University of Cambridge. First Workshop on Quality of Protection, Milan, Italy, September 15, Shin and Williams (2013) analyzed Firefox web browser Used fault prediction models based on traditional metrics Found valid to predict vulnerabilities, although with high rate of false positives Can traditional fault prediction models be used for vulnerability prediction? Yonghee Shin (DePaul University) and Laurie Williams (North Carolina State University). Empirical Software Engineering (2013) 18:

18 Shin and Williams (2013) Firefox web browser 11,259 total files 21% defective 78% not defective 0.6% vulnerable but not found as defective Software Security Modeling 18

19 Security Risk Exposure = Probability of occurrence X Consequence of occurrence Security Risk Exposure = Probability of occurrence (knowledge * skill * resources * motivation) X Consequence of occurrence 19

20 Security Risk Exposure = Probability of occurrence (knowledge * skill * resources * motivation) X avoidance Consequence of occurrence Resilient Military Systems and the Advanced Cyber Threat Defense Science Board Task Force Report: January

21 R O I = return investment R O S I = risk exposure reduction security investment 21

22 Cyber Security and Information Systems Information Analysis Center Community of Practice à Practical Products discussion SMEs 22

23 46 23

24 47 ongoing mentoring follow-up [virtual] sessions on-the-job application management-sponsored project initial class session 24

25 Software Quality Engineering Tackles Security Issues Taz Daughtrey 25

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