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| Presentation | 2020-01-22 15:50 Mutation Fuzzing Based on Type Estimation of Data Items Utilizing Data Writer Yoko Higuchi, Nagisa Ishiura, Namba Noriyuki (Kwansei Gakuin Univ.)  VLD2019-62 CPSY2019-60 RECONF2019-52 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This article proposes a novel way of acquiring information, which is used for enhancing efficiency of fuzzing for software security, from data generation programs. Although mutation-based fuzzers are generally easier to implement and more applicable than grammar-based fuzzers, they face the challenge of low data quality. Better results may be attained by providing information on data formats or grammars, it requires quite a human effort. Our method runs an appropriate data generation program under a debugger to record the size and the numbers of the data items as well as their values at every call to data output subroutines. Then data items are effectively mutated based on the guess about the data format from the information. A prototype system based on our method has been implemented in Ruby 2.5.2, which demonstrated higher error detection ability than a rundom fuzzer. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Fuzzing / Mutation Fuzzing / Data writer / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 371, VLD2019-62, pp. 49-53, Jan. 2020. | |
| Paper # | VLD2019-62 | |
| Date of Issue | 2020-01-15 (VLD, CPSY, RECONF) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | VLD2019-62 CPSY2019-60 RECONF2019-52 |
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| Conference Information | |
| Committee | IPSJ-SLDM RECONF VLD CPSY IPSJ-ARC |
| Conference Date | 2020-01-22 - 2020-01-24 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Raiosha, Hiyoshi Campus, Keio University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | FPGA Applications, etc. |
| Paper Information | |
| Registration To | VLD |
| Conference Code | 2020-01-SLDM-RECONF-VLD-CPSY-ARC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Mutation Fuzzing Based on Type Estimation of Data Items Utilizing Data Writer |
| Sub Title (in English) | |
| Keyword(1) | Fuzzing |
| Keyword(2) | Mutation Fuzzing |
| Keyword(3) | Data writer |
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| 1st Author's Name | Yoko Higuchi |
| 1st Author's Affiliation | Kwansei Gakuin University (Kwansei Gakuin Univ.) |
| 2nd Author's Name | Nagisa Ishiura |
| 2nd Author's Affiliation | Kwansei Gakuin University (Kwansei Gakuin Univ.) |
| 3rd Author's Name | Namba Noriyuki |
| 3rd Author's Affiliation | Kwansei Gakuin University (Kwansei Gakuin Univ.) |
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| Speaker | Author-1 |
| Date Time | 2020-01-22 15:50:00 |
| Presentation Time | 25 minutes |
| Registration for | VLD |
| Paper # | VLD2019-62, CPSY2019-60, RECONF2019-52 |
| Volume (vol) | vol.119 |
| Number (no) | no.371(VLD), no.372(CPSY), no.373(RECONF) |
| Page | pp.49-53 |
| #Pages | 5 |
| Date of Issue | 2020-01-15 (VLD, CPSY, RECONF) |
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