APSEC 2022
Tue 6 - Fri 9 December 2022
Thu 8 Dec 2022 10:30 - 12:00 at Hall - Posters

In this paper, we propose the first verification method for attention robustness, i.e., the local robustness of the changes in the saliency-map against combinations of semantic perturbations. Specifically, our method determines the range of the perturbation parameters (e.g., the amount of brightness change) that maintains the difference between the actual saliency-map change and the expected saliency-map change below a given threshold value. Our method is based on linear activation region traversals, focusing on the outermost boundary of attention robustness for scalability on larger deep neural networks.

Thu 8 Dec

Displayed time zone: Osaka, Sapporo, Tokyo change

10:30 - 12:00
PostersPosters at Hall
10:30
90m
Poster
P04: Bytecode Obfuscation for Smart Contracts
Posters
Qifan Yu Hohai University, Pengcheng Zhang Hohai University, Hai Dong RMIT University, Yan Xiao National University of Singapore, Shunhui Ji Hohai University
10:30
90m
Poster
P16: How Does Grit Affect the Performance of Software Developers?
Posters
Hodaka Shinbori Kindai University, Masateru Tsunoda Kindai University
10:30
90m
Poster
P05: An additional approach to pre-trained code model with multilingual natural languages
Posters
Teruno Kajiura Japan Women's University, Nao Souma Japan Women's University, Miyu Sato Japan Women's University, Mai Takahashi Japan Women's University, Kimio Kuramitsu Japan Women's University
10:30
90m
Poster
P13: Risk assessment to design business process incorporating AI tasks
Posters
Ryo Soga Hitachi, Ltd., Hideyuki Kanuka Hitachi, Ltd., Daisuke Fukui Hitachi, Ltd., Masayoshi Mase Hitachi, Ltd.
10:30
90m
Poster
P09: Systematic Literature Review on Educational Effectiveness of Project-Based Learning for Software Development
Posters
Hane Kondo Graduate School of Education, Tokyo Gakugei Unversity, Atsuo Hazeyama Tokyo Gakugei University
10:30
90m
Poster
P19: Battle of the Blocs: Quantity and Quality of Software Engineering Research by Origin
Posters
Lorenz Graf-Vlachy University of Stuttgart
Pre-print
10:30
90m
Poster
P15: On the Scrutinization of the NFT Valuation Factors
Posters
Aiden Cheung Island School, Jacky Keung City University of Hong Kong
10:30
90m
Poster
P17: A new measure to assess the systematicity of the abstracts of reviews self-identifying as systematic reviews
Posters
Alvine Boaye Belle York University, Yixi Zhao York University
10:30
90m
Poster
P12: SceneCommitter: a screen scenario review system using the GitHub and Figma WebAPI in the waterfall based software development
Posters
Mihato Ueda Department of Informatics Education, Tokyo Gakugei Unversity, Yousuke Asano Graduate School of Education, Tokyo Gakugei Unversity, Hane Kondo Graduate School of Education, Tokyo Gakugei Unversity, Oh Sato Graduate School of Education, Tokyo Gakugei Unversity, Atsuo Hazeyama Tokyo Gakugei University
10:30
90m
Poster
P01: A Preliminary Finding on Programs Fixed by an APR Tool based on a Genetic Algorithm
Posters
Kanon Harada Ritsumeikan University, Katsuhisa Maruyama Ritsumeikan University
10:30
90m
Poster
P11: Defending against code injection attacks using Secure Design Pattern
Posters
Anivesh Panjiyar ABV-Indian Institute of Information Technology and Management Gwalior, Debanjan Sadhya ABV-Indian Institute of Information Technology and Management Gwalior
10:30
90m
Poster
P14: DigiSoC - Digital Software City - toward Software 3R: Reduce, Reuse, and Recycle
Posters
10:30
90m
Poster
P18: How Does Future Perspective Affect Job Satisfaction and Turnover Intention of Software Engineers?
Posters
Ikuto Yamagata Kindai University, Masateru Tsunoda Kindai University, Keitaro Nakasai National Institute of Technology, Kagoshima College
10:30
90m
Poster
P03: Verifying Attention Robustness of Deep Neural Networks against Semantic Perturbations
Posters
Satoshi Munakata Fujitsu, Caterina Urban Inria & École Normale Supérieure | Université PSL, Haruki Yokoyama Fujitsu Limited, Koji Yamamoto Fujitsu, Kazuki Munakata Fujitsu
10:30
90m
Poster
P08: What Pakistani Computer Science and Software Engineering Students Think about Software Testing?
Posters
Luiz Capretz ACM disntiguished member and IEEE senior member, Abdul Rehman Gilal Universiti of Teknologi PETRONAS
10:30
90m
Poster
P02: Comparison of Developer’s Work Efficiency between Different Editors
Posters
Sentaro Onizuka Osaka University, Tetsuya Kanda Osaka University, Katsuro Inoue Nanzan University
10:30
90m
Poster
P06: EDPS: Early Dropout Prediction System of MOOC Courses
Posters
Zhang Jiaxuan University of Jinan, Kun Ma University of Jinan
10:30
90m
Poster
P10: A Support Tool for Test Case First
Posters
Taiga Wakamatsu Kyushu Institute College of Technology, Yutaro Mikaduki Kyushu Institute of Technology, Noriyuki Kushiro Kyushu Institute of Technology
10:30
90m
Poster
P07: Comparison of Different Keyphrase Extraction Algorithms for Supporting Problem Selection in Online Judge System
Posters
Ryota Shinhama Doshisha University, Erina Makihara Doshisha University, Keiko Ono Doshisha University, Akitaka Yaguchi Doshisha University, Ayumu Taisho Doshisha University