| 2025 | CCS | ARTMAN '25: Third Workshop on Recent Advances in Resilient and Trustworthy MAchine learning-driveN systems. | Gregory Blanc, Takeshi Takahashi, Zonghua Zhang |
| 2025 | ICISC | Improving Scalable Clustering for IoT Malware via Code Region Extraction. | Kosuke Nikawa, Chansu Han, Akira Tanaka, Kazuki Iwamoto, Takeshi Takahashi, Jun'ichi Takeuchi |
| 2025 | PST | TOM-Net: Few-Shot IoT Malware Classification Via Open-Set Aware Transductive Meta-Learning. | Man-Ying Chen, Tao Ban, Shin-Ming Cheng, Takeshi Takahashi |
| 2025 | PST | FragmentFool: Fragment-based Adversarial Perturbation for Graph Neural Network-based Vulnerability Detection. | Muhammad Fakhrur Rozi, Tao Ban, Seiichi Ozawa, Hiroaki Inoue, Takeshi Takahashi, Sajjad Dadkhah |
| 2024 | ACSAC | Dark Watchdog: A Novel RAG-Driven System for Real-Time Detection and Analysis of Data Leaks on Dark Web Forums. | Shing-Li Hung, Chung-Kuan Chen, Keisuke Furumoto, Takeshi Takahashi, Hung-Min Sun |
| 2024 | ACSAC | Intrusion Detection Simplified: A Feature-free Approach to Traffic Classification Using Transformers. | Kohei Miyamoto, Chansu Han, Tao Ban, Takeshi Takahashi, Jun'ichi Takeuchi |
| 2024 | ACSAC | Learning to Unfix: Towards ML Robustness in Vulnerability Detection via Structure-Aware Code Generation. | Muhammad Fakhrur Rozi, Takeshi Takahashi |
| 2024 | AINA | A Method for Estimating the Number of Diseases in Computed Tomography Reports of the Japanese Medical Image Database (J-MID): Variations Among Facilities. | Koji Sakai, Yu Ohara, Yosuke Maehara, Takeshi Takahashi, Kei Yamada |
| 2024 | ICISC | Reinterpreting System Calls for Enhanced IoT Malware Analysis Using Function Call Graphs. | Wei-Jen Liao, Tao Ban, Shin-Ming Cheng, Takeshi Takahashi |
| 2024 | ICISC | Does Ordinality in Encoding Matter for XAI? A Case Study on Explainable IDS. | Harry Chandra Tanuwidjaja, Tao Ban, Takeshi Takahashi, Tsung-Nan Lin, Boyi Lee, Muhamad Erza Aminanto |
| 2023 | CCS | ARTMAN '23: First Workshop on Recent Advances in Resilient and Trustworthy ML Systems in Autonomous Networks. | Gregory Blanc, Takeshi Takahashi, Zonghua Zhang |
| 2023 | COMPSAC | Towards Functional Analysis of IoT Malware Using Function Call Sequence Graphs and Clustering. | Kei Oshio, Satoshi Takada, Tianxiang He, Chansu Han, Akira Tanaka, Takeshi Takahashi, Jun'ichi Takeuchi |
| 2023 | ICISSP | Towards Long-Term Continuous Tracing of Internet-Wide Scanning Campaigns Based on Darknet Analysis. | Chansu Han, Akira Tanaka, Jun'ichi Takeuchi, Takeshi Takahashi, Tomohiro Morikawa, Tsung-Nan Lin |
| 2023 | ISCC | Color-coded Attribute Graph: Visual Exploration of Distinctive Traits of IoT-Malware Families. | Jiaxing Zhou, Tao Ban, Tomohiro Morikawa, Takeshi Takahashi, Daisuke Inoue |
| 2022 | AsiaCCS | Towards Polyvalent Adversarial Attacks on URL Classification Engines. | Fabien Charmet, Harry Chandra Tanuwidjaja, Tomohiro Morikawa, Takeshi Takahashi |
| 2022 | ISCC | Understanding the Characteristics of Public Blocklist Providers. | Mitsuhiro Umizaki, Tomohiro Morikawa, Akira Fujita, Takeshi Takahashi, Tsung-Nan Lin, Daisuke Inoue |
| 2022 | ISPR | Malicious Packet Classification Based on Neural Network Using Kitsune Features. | Kohei Miyamoto, Hiroki Goto, Ryosuke Ishibashi, Chansu Han, Tao Ban, Takeshi Takahashi, Jun'ichi Takeuchi |
| 2021 | ICONIP | JStrack: Enriching Malicious JavaScript Detection Based on AST Graph Analysis and Attention Mechanism. | Muhammad Fakhrur Rozi, Tao Ban, Seiichi Ozawa, Sangwook Kim, Takeshi Takahashi, Daisuke Inoue |
| 2021 | PERCOM | Designing Comprehensive Cyber Threat Analysis Platform: Can We Orchestrate Analysis Engines? | Takeshi Takahashi, Yuki Umemura, Chansu Han, Tao Ban, Keisuke Furumoto, Ohnori Nakamura, Katsunari Yoshioka, Jun'ichi Takeuchi, Noboru Murata, Yoshiaki Shiraishi |
| 2021 | PST | IoT Malware Detection Using Function-Call-Graph Embedding. | Chia-Yi Wu, Tao Ban, Shin-Ming Cheng, Bo Sun, Takeshi Takahashi |
| 2021 | QRS | Machine-learning Approach using Solidity Bytecode for Smart-contract Honeypot Detection in the Ethereum. | Kazuki Hara, Takeshi Takahashi, Motoya Ishimaki, Kazumasa Omote |
| 2021 | SAC | Investigating behavioral differences between IoT malware via function call sequence graphs. | Reo Kawasoe, Chansu Han, Ryoichi Isawa, Takeshi Takahashi, Jun'ichi Takeuchi |
| 2021 | TrustCom | Multi-label Positive and Unlabeled Learning and its Application to Common Vulnerabilities and Exposure Categorization. | Masaki Aota, Tao Ban, Takeshi Takahashi, Noboru Murata |
| 2021 | TrustCom | Automated Detection of Malware Activities Using Nonnegative Matrix Factorization. | Chansu Han, Jun'ichi Takeuchi, Takeshi Takahashi, Daisuke Inoue |
| 2020 | ISCC | Automation of Vulnerability Classification from its Description using Machine Learning. | Masaki Aota, Hideaki Kanehara, Masaki Kubo, Noboru Murata, Bo Sun, Takeshi Takahashi |
| 2020 | RAID | Tracing and Analyzing Web Access Paths Based on User-Side Data Collection: How Do Users Reach Malicious URLs? | Takeshi Takahashi, Christopher Kruegel, Giovanni Vigna, Katsunari Yoshioka, Daisuke Inoue |
| 2020 | TrustCom | Cross Platform IoT- Malware Family Classification based on Printable Strings. | Yen-Ting Lee, Tao Ban, Tzu-Ling Wan, Shin-Ming Cheng, Ryoichi Isawa, Takeshi Takahashi, Daisuke Inoue |
| 2019 | ICONIP | Combating Threat-Alert Fatigue with Online Anomaly Detection Using Isolation Forest. | Muhamad Erza Aminanto, Lei Zhu, Tao Ban, Ryoichi Isawa, Takeshi Takahashi, Daisuke Inoue |
| 2019 | ICONIP | A Fast Algorithm for Constructing Phylogenetic Trees with Application to IoT Malware Clustering. | Tianxiang He, Chansu Han, Ryoichi Isawa, Takeshi Takahashi, Shuji Kijima, Jun'ichi Takeuchi, Koji Nakao |
| 2019 | PST | Automated Threat-Alert Screening for Battling Alert Fatigue with Temporal Isolation Forest. | Muhamad Erza Aminanto, Lei Zhu, Tao Ban, Ryoichi Isawa, Takeshi Takahashi, Daisuke Inoue |
| 2019 | SAC | Real-time botnet detection using nonnegative tucker decomposition. | Hideaki Kanehara, Yuma Murakami, Jumpei Shimamura, Takeshi Takahashi, Daisuke Inoue, Noboru Murata |
| 2019 | SAC | A scalable and accurate feature representation method for identifying malicious mobile applications. | Bo Sun, Tao Ban, Shun-Chieh Chang, Yeali S. Sun, Takeshi Takahashi, Daisuke Inoue |
| 2019 | TrustCom | Real-Time Detection of Malware Activities by Analyzing Darknet Traffic Using Graphical Lasso. | Chansu Han, Jumpei Shimamura, Takeshi Takahashi, Daisuke Inoue, Masanori Kawakita, Jun'ichi Takeuchi, Koji Nakao |
| 2018 | CCS | Audio Hotspot Attack: An Attack on Voice Assistance Systems Using Directional Sound Beams. | Ryo Iijima, Shota Minami, Yunao Zhou, Tatsuya Takehisa, Takeshi Takahashi, Yasuhiro Oikawa, Tatsuya Mori |
| 2018 | ICONIP | Employ Decision Values for Soft-Classifier Evaluation with Crispy References. | Lei Zhu, Tao Ban, Takeshi Takahashi, Daisuke Inoue |
| 2018 | IJCNN | Online Max-flow Learning via Augmenting and De-augmenting Path. | Shaoning Pang, Lei Zhu, Tao Ban, Kazushi Ikeda, Wangfei Zhang, Abdolhossein Sarrafzadeh, Takeshi Takahashi, Daisuke Inoue |
| 2018 | IROS | Intrinsically Motivated Self-Supervised Deep Sensorimotor Learning for Grasping. | Takeshi Takahashi, Michael William Lanighan, Roderic A. Grupen |
| 2018 | ISCC | Usable and Secure Cloud-based Biometric Authentication Solution for IoT Devices. | Chalee Vorakulpipat, Takeshi Takahashi, Ekkachan Rattanalerdnusorn, Phithak Thaenkaew, Daisuke Inoue |
| 2018 | PRDC | ANTSdroid: Using RasMMA Algorithm to Generate Malware Behavior Characteristics of Android Malware Family. | Shun-Chieh Chang, Yeali S. Sun, Wu-Long Chuang, Meng Chang Chen, Bo Sun, Takeshi Takahashi |
| 2016 | ICONIP | The Usability of Metadata for Android Application Analysis. | Takeshi Takahashi, Tao Ban, Chin-Wei Tien, Chih-Hung Lin, Daisuke Inoue, Koji Nakao |
| 2016 | IROS | Affordance-based Active Belief: Recognition using visual and manual actions. | Dirk Ruiken, Jay Ming Wong, Tiffany Q. Liu, Mitchell Hebert, Takeshi Takahashi, Michael William Lanighan, Roderic A. Grupen |
| 2016 | NOMS | Structured cybersecurity information exchange for streamlining incident response operations. | Takeshi Takahashi, Daisuke Miyamoto |
| 2016 | PERCOM | Offloading smartphone firewalling using OpenFlow-capable wireless access points. | Daisuke Miyamoto, Ryo Nakamura, Takeshi Takahashi, Yuji Sekiya |
| 2016 | PERCOM | Toward automated vulnerability monitoring using open information and standardized tools. | Takeshi Takahashi, Daisuke Miyamoto, Koji Nakao |
| 2016 | PST | Generating software identifier dictionaries from Vulnerability Database. | Takeshi Takahashi, Daisuke Inoue |
| 2015 | COMPSAC | A KEM/DEM-Based Construction for Secure and Anonymous Communication. | Keita Emura, Akira Kanaoka, Satoshi Ohta, Takeshi Takahashi |
| 2015 | ICONIP | Fine-Grained Risk Level Quantication Schemes Based on APK Metadata. | Takeshi Takahashi, Tao Ban, Takao Mimura, Koji Nakao |
| 2014 | CCS | Data Model for Android Package Information and Its Application to Risk Analysis System. | Takeshi Takahashi, Koji Nakao, Akira Kanaoka |
| 2014 | PST | MindYourPrivacy: Design and implementation of a visualization system for third-party Web tracking. | Yuuki Takano, Satoshi Ohta, Takeshi Takahashi, Ruo Ando, Tomoya Inoue |
| 2014 | SAC | Building secure and anonymous communication channel: formal model and its prototype implementation. | Keita Emura, Akira Kanaoka, Satoshi Ohta, Takeshi Takahashi |
| 2014 | SERVICES | Expressing Security Requirements: Usability of Taxonomy-Based Requirement Identification Scheme. | Takeshi Takahashi, Joona Kannisto, Jarmo Harju, Akira Kanaoka, Yuuki Takano, Shin'ichiro Matsuo |
| 2013 | CCS | Risk visualization and alerting system: architecture and proof-of-concept implementation. | Takeshi Takahashi, Keita Emura, Akira Kanaoka, Shin'ichiro Matsuo, Tadashi Minowa |
| 2013 | ISCC | Accountable security mechanism based on security service level agreement. | Takeshi Takahashi, Joona Kannisto, Jarmo Harju, Seppo Heikkinen, Marko Helenius, Shin'ichiro Matsuo, Bilhanan Silverajan |
| 2012 | ICONIP | Secure Distributed Storage for Bulk Data. | Tadashi Minowa, Takeshi Takahashi |
| 2012 | ICONIP | DNS-Based Defense against IP Spoofing Attacks. | Eimatsu Moriyama, Takeshi Takahashi, Daisuke Miyamoto |
| 2011 | SAC | Mining interlacing manifolds in high dimensional spaces. | Tao Ban, Changshui Zhang, Shigeo Abe, Takeshi Takahashi, Youki Kadobayashi |
| 2010 | SIN | Ontological approach toward cybersecurity in cloud computing. | Takeshi Takahashi, Youki Kadobayashi, Hiroyuki Fujiwara |
| 2005 | Broadnets | Multicast source handover scheme based on proxy router discovery. | Takeshi Takahashi, Koichi Asatani, Hideyoshi Tominaga |
| 2005 | WCNC | Inter-domain handover scheme based on forwarding router discovery for mobile IP networks. | Takeshi Takahashi, Jarmo Harju, Koichi Asatani, Hideyoshi Tominaga |
| 2005 | WiMob | Adaptive MAC protocol for high-load inter-vehicle communication. | Kentaro Dobashi, Takeshi Takahashi, Hideyoshi Tominaga |
| 2004 | ISCC | Implementation and performance evaluation of multicast control protocol. | Takeshi Takahashi, Miikka Tammi, Heikki Vatiainen, Rami Lehtonen, Jarmo Harju |
| 2003 | ICRA | Proposal and evaluation of natural language human-robot interface system based on conversation theory. | Yasushi Nakauchi, Piyawat Naphattalung, Takeshi Takahashi, Takashi Matsubara, Eiichi Kashiwagi |
| 2002 | ICASSP | Packet-multiplexing scheme in MPEG-2 multi-program transport stream transcoder. | Takeshi Takahashi, Hiroyuki Kasai, Tsuyoshi Hanamura, Hideyoshi Tominaga |
| 1999 | DAC | On ILP Formulations for Built-In Self-Testable Data Path Synthesis. | Han Bin Kim, Dong Sam Ha, Takeshi Takahashi |
| 1998 | ITC | Test session oriented built-in self-testable data path synthesis. | Han Bin Kim, Takeshi Takahashi, Dong Sam Ha |