JABBERWOCK: A Tool for WebAssembly Dataset Generation and Its Application to Malicious Website Detection

Author:

Komiya Chika1,Yanai Naoto1,Yamashita Kyosuke1,Okamura Shingo12

Affiliation:

1. Graduate School of Information Science and Technology, Osaka University

2. National Institute of Technology

Publisher

Information Processing Society of Japan

Reference34 articles.

1. [1] Battagline, R.: The Art of WebAssembly, p.2, No Starch Press (2021).

2. [2] Musch, M., Wressnegger, C., Johns, M. and Rieck, K.: New Kid on the Web: A Study on the Prevalence of WebAssembly in the Wild, Proc. DIMVA 2019, pp.23-42, Springer (2019).

3. [3] Iwahana, K., Takemura, T., Cheng, J.C., Ashizawa, N., Umeda, N., Sato, K., Kawakami, R., Shimizu, R., Chinen, Y. and Yanai, N.: MADMAX: Browser-Based Malicious Domain Detection Through Extreme Learning Machine, IEEE Access, Vol.9, pp.78293-78314 (2021).

4. [4] Senanayake, J., Rajapaksha, S., Yanai, N., Komiya, C. andKalutarage, H.: MADONNA: Browser-Based MAlicious Domain Detection through Optimized Neural Network with Feature Analysis, Proc. IFIP SEC 2023 (2023).

5. [5] Komiya, C., Yamashita, K., Yanai, N. and Okamura, S.: JABBERWOCK: A Tool for Generation of WebAssembly Dataset, Proc. DCDS 2023, IEEE (2023).

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