The 14th International Workshop on Artificial Intelligence and Cyber Security (AICS)

in conjunction with ICONIP 2021 (Virtual Conference)
Time Programme Session Chair
10:30 – 11:15 Keynote 1:

Fighting IoT Cyberattacks: Device Discovery, Attack Observation and Security Notification

Prof Katsunari Yoshioka

Yokohama National University, Japan

Sye Loong Keoh
 
Session I
11:15 – 11:30 JStrack: Enriching Malicious JavaScript Detection Based on AST Graph Analysis and Attention Mechanism
Muhammad Fakhrur Rozi (NIICT, Japan), Tao Ban (NIICT, Japan), Seiichi Ozawa (Kobe University, Japan), Sangwook Kim (Kobe University, Japan), Takeshi Takahashi (NIICT, Japan) and Dai Inoue (NIICT, Japan) 
11:30 – 11:45 A Segment-Based Layout Aware Model for Information Extraction on Document Images

Maizhen Ning, Qiu-Feng Wang, Kaizhu Huang and Xiaowei Huang (Xi’an Jiaotong-Liverpool University, China)

 

11:45 – 12:00 FHTC: Few-shot Hierarchical Text Classification in Financial Domain

Anqi Wang, Qingcai Chen and Dongfang Li (Harbin Institute of Technology (Shenzen), China)

 

 
12:00 – 12:15 BREAK
 
Session II
12:15 – 13:00 Keynote 2:

Building Security and Privacy Assured Deep Neural Networks
Dr Surya Nepal
CSIRO Data61, Australia

 

Geong Sen Poh
13:00 – 13:15 A Comparative Study of Transformers on Word Sense Disambiguation

Avi Chawla (Mastercard), Nidhi Mulay (Mastercard), Vikas Bishnoi (Mastercard), Gaurav Dhama (Mastercard) and Anil Kumar Singh (IIT (BHU) Varanasi, India)

 

13:15 – 13:30 Retinal Vessel Segmentation based on Gated Skip-connection Network

Huixia Yao, Yun Jiang, Tongtong Cheng and Jing Gao (Northwest Normal University Lanzhou, China)

 

 
13:30 – 14:15 LUNCH
 
Session III
14:15 – 15:00 Invited Talk:

Decentralized Learning for Anomaly Detection: Challenges and Opportunities

Dr Tianwei Zhang

School of Computer Science and Engineering, Nanyang Technological University, Singapore

 

Paul Pang
15:00 – 15:15 Question Answering over Knowledge Base Embeddings with Triples Representation Learning

Zicheng Zuo (Shandong Jiaotong University, China), Zhenfang Zhu (Shandong Jiaotong University, China), Wenqing Wu (Shandong Jiaotong University, China), Qiang Lu (Shandong Jiaotong University, China), Dianyuan Zhang (Shandong Jiaotong University, China) and Wenling Wang (Ludong University, China)