Mamoru Mimura

According to our database, Mamoru Mimura authored at least 56 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Malicious JavaScript Detection in Realistic Environments with SVM and MLP Models.

Phung Minh Ngoc, Mamoru Mimura

J. Inf. Process., 2024

Analyzing common lexical features of fake news using multi-head attention weights.

Mamoru Mimura, Takayuki Ishimaru

Internet Things, 2024

Compiler Provenance Recovery for Multi-CPU Architectures Using a Centrifuge Mechanism.

Yuhei Otsubo, Akira Otsuka, Mamoru Mimura

IEEE Access, 2024

Hybrid Input Model Using Multiple Features From Surface Analysis for Malware Detection.

Mamoru Mimura, Satoki Kanno

IEEE Access, 2024

2023

Impact of benign sample size on binary classification accuracy.

Mamoru Mimura

Expert Syst. Appl., 2023

A Feasibility Study on Evasion Attacks Against NLP-Based Macro Malware Detection Algorithms.

Mamoru Mimura, Risa Yamamoto

IEEE Access, 2023

Extracting Common Features of Fake News by Multi-Head-Attention.

Takayuki Ishimaru, Mamoru Mimura

Proceedings of the Security and Privacy in Social Networks and Big Data, 2023

Detection of Malware Using Self-Attention Mechanism and Strings.

Satoki Kanno, Mamoru Mimura

Proceedings of the Network and System Security - 17th International Conference, 2023

XSS Attack Detection by Attention Mechanism Based on Script Tags in URLs.

Yuki Nakagawa, Mamoru Mimura

Proceedings of the Information Security Practice and Experience, 2023

Malicious JavaScript Detection Based on AST Analysis and Key Feature Re-sampling in Realistic Environments.

Phung Minh Ngoc, Mamoru Mimura

Proceedings of the Codes, Cryptology and Information Security, 2023

2022

Leverage Slow-port-exhaustion Attacks by Exploiting Abnormal Connections from IoT Devices and Docker Containers.

Son Duc Nguyen, Mamoru Mimura, Hidema Tanaka

J. Inf. Process., 2022

Evaluation of a cGAN Model and Random Seed Oversampling on Imbalanced JavaScript Datasets.

Phung Minh Ngoc, Mamoru Mimura

J. Inf. Process., 2022

Evaluation of printable character-based malicious PE file-detection method.

Mamoru Mimura

Internet Things, 2022

Applying NLP techniques to malware detection in a practical environment.

Mamoru Mimura, Ryo Ito

Int. J. Inf. Sec., 2022

Evaluating the Possibility of Evasion Attacks to Machine Learning-Based Models for Malicious PowerShell Detection.

Yuki Mezawa, Mamoru Mimura

Proceedings of the Information Security Practice and Experience, 2022

An Attention Mechanism for Visualizing Word Weights in Source Code of PowerShell Samples: Experimental Results and Analysis.

Yuki Mezawa, Mamoru Mimura

Proceedings of the Advances on Broad-Band Wireless Computing, Communication and Applications, 2022

2021

SVTester: Finding DoS Vulnerabilities of Virtual Switches.

Son Duc Nguyen, Mamoru Mimura, Hidema Tanaka

J. Inf. Process., 2021

SPEChecker: Checking the feasibility of Slow-port-exhaustion attack on various hypervisors.

Son Duc Nguyen, Mamoru Mimura, Hidema Tanaka

Internet Things, 2021

Detection of malicious javascript on an imbalanced dataset.

Phung Minh Ngoc, Mamoru Mimura

Internet Things, 2021

Static detection of malicious PowerShell based on word embeddings.

Mamoru Mimura, Yui Tajiri

Internet Things, 2021

Automating post-exploitation with deep reinforcement learning.

Ryusei Maeda, Mamoru Mimura

Comput. Secur., 2021

Data augmentation of JavaScript dataset using DCGAN and random seed.

Phung Minh Ngoc, Mamoru Mimura

Proceedings of the Ninth International Symposium on Computing and Networking, 2021

Toward Automated Audit of Client-Side Vulnerability Against Cross-Site Scripting.

Mamoru Mimura, Takumi Yamasaki

Proceedings of the Advances on Broad-Band Wireless Computing, Communication and Applications, 2021

2020

Using LSI to Detect Unknown Malicious VBA Macros.

Mamoru Mimura, Taro Ohminami

J. Inf. Process., 2020

Using fake text vectors to improve the sensitivity of minority class for macro malware detection.

Mamoru Mimura

J. Inf. Secur. Appl., 2020

Adjusting lexical features of actual proxy logs for intrusion detection.

Mamoru Mimura

J. Inf. Secur. Appl., 2020

o-glasses: Visualizing X86 Code From Binary Using a 1D-CNN.

Yuhei Otsubo, Akira Otsuka, Mamoru Mimura, Takeshi Sakaki

IEEE Access, 2020

An Improved Method of Detecting Macro Malware on an Imbalanced Dataset.

Mamoru Mimura

IEEE Access, 2020

Detection of Malicious PowerShell Using Word-Level Language Models.

Yui Tajiri, Mamoru Mimura

Proceedings of the Advances in Information and Computer Security, 2020

Oversampling for Detection of Malicious JavaScript in Realistic Environment.

Phung Minh Ngoc, Mamoru Mimura

Proceedings of the Advances on Broad-Band Wireless Computing, Communication and Applications, 2020

2019

Detecting Unseen Malicious VBA Macros with NLP Techniques.

Mamoru Mimura, Hiroya Miura

J. Inf. Process., 2019

An Attempt to Read Network Traffic with Doc2vec.

Mamoru Mimura

J. Inf. Process., 2019

Using Sparse Composite Document Vectors to Classify VBA Macros.

Mamoru Mimura

Proceedings of the Network and System Security - 13th International Conference, 2019

Towards Efficient Detection of Malicious VBA Macros with LSI.

Mamoru Mimura, Taro Ohminami

Proceedings of the Advances in Information and Computer Security, 2019

An Analysis of TCP ACK Storm DoS Attack on Virtual Network.

Son Nguyen Duc, Mamoru Mimura, Hidema Tanaka

Proceedings of the 19th International Symposium on Communications and Information Technologies, 2019

Analysis of Division Property using MILP Method for Lightweight Blockcipher Piccolo.

Hiroki Sato, Mamoru Mimura, Hidema Tanaka

Proceedings of the 14th Asia Joint Conference on Information Security, 2019

Filtering Malicious JavaScript Code with Doc2Vec on an Imbalanced Dataset.

Mamoru Mimura, Yuya Suga

Proceedings of the 14th Asia Joint Conference on Information Security, 2019

Detecting Unknown Malware from ASCII Strings with Natural Language Processing Techniques.

Ryo Ito, Mamoru Mimura

Proceedings of the 14th Asia Joint Conference on Information Security, 2019

2018

Leaving All Proxy Server Logs to Paragraph Vector.

Mamoru Mimura, Hidema Tanaka

J. Inf. Process., 2018

o-glasses: Visualizing x86 Code from Binary Using a 1d-CNN.

Yuhei Otsubo, Akira Otsuka, Mamoru Mimura, Takeshi Sakaki, Atsuhiro Goto

CoRR, 2018

Macros Finder: Do You Remember LOVELETTER?

Hiroya Miura, Mamoru Mimura, Hidema Tanaka

Proceedings of the Information Security Practice and Experience, 2018

A Linguistic Approach Towards Intrusion Detection in Actual Proxy Logs.

Mamoru Mimura, Hidema Tanaka

Proceedings of the Information and Communications Security - 20th International Conference, 2018

Slow-Port-Exhaustion DoS Attack on Virtual Network Using Port Address Translation.

Son Duc Nguyen, Mamoru Mimura, Hidema Tanaka

Proceedings of the Sixth International Symposium on Computing and Networking, 2018

Discovering New Malware Families Using a Linguistic-Based Macros Detection Method.

Hiroya Miura, Mamoru Mimura, Hidema Tanaka

Proceedings of the Sixth International Symposium on Computing and Networking, 2018

On the Effectiveness of Extracting Important Words from Proxy Logs.

Mamoru Mimura

Proceedings of the Sixth International Symposium on Computing and Networking, 2018

Verifiable Secret Sharing Scheme Using Hash Values.

Junta Imai, Mamoru Mimura, Hidema Tanaka

Proceedings of the Sixth International Symposium on Computing and Networking, 2018

2017

Abusing TCP Retransmission for DoS Attack Inside Virtual Network.

Son Duc Nguyen, Mamoru Mimura, Hidema Tanaka

Proceedings of the Information Security Applications - 18th International Conference, 2017

Leveraging Man-in-the-middle DoS Attack with Internal TCP Retransmissions in Virtual Network.

Son Duc Nguyen, Mamoru Mimura, Hidema Tanaka

Proceedings of the Information Systems Security - 13th International Conference, 2017

Dark Domain Name Attack: A New Threat to Domain Name System.

Bold Munkhbaatar, Mamoru Mimura, Hidema Tanaka

Proceedings of the Information Systems Security - 13th International Conference, 2017

Heavy Log Reader: Learning the Context of Cyber Attacks Automatically with Paragraph Vector.

Mamoru Mimura, Hidema Tanaka

Proceedings of the Information Systems Security - 13th International Conference, 2017

Reading Network Packets as a Natural Language for Intrusion Detection.

Mamoru Mimura, Hidema Tanaka

Proceedings of the Information Security and Cryptology - ICISC 2017 - 20th International Conference, Seoul, South Korea, November 29, 2017

Long-Term Performance of a Generic Intrusion Detection Method Using Doc2vec.

Mamoru Mimura, Hidema Tanaka

Proceedings of the Fifth International Symposium on Computing and Networking, 2017

Is Emulating "Binary Grep in Eyes" Possible with Machine Learning?

Mamoru Mimura, Yuhei Otsubo, Hidema Tanaka, Atsuhiro Goto

Proceedings of the Fifth International Symposium on Computing and Networking, 2017

A Practical Experiment of the HTTP-Based RAT Detection Method in Proxy Server Logs.

Mamoru Mimura, Yuhei Otsubo, Hidehiko Tanaka, Hidema Tanaka

Proceedings of the 12th Asia Joint Conference on Information Security, 2017

2016

Evaluation of a Brute Forcing Tool that Extracts the RAT from a Malicious Document File.

Mamoru Mimura, Yuhei Otsubo, Hidehiko Tanaka

Proceedings of the 11th Asia Joint Conference on Information Security, 2016

2010

Behavior Shaver: An Application Based Layer 3 VPN that Conceals Traffic Patterns Using SCTP.

Mamoru Mimura, Hidehiko Tanaka

Proceedings of the Fifth International Conference on Broadband and Wireless Computing, 2010