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2020 – today
- 2024
[j28]Jack Hughes
, Sergio Pastrana, Alice Hutchings, Sadia Afroz, Sagar Samtani, Weifeng Li, Ericsson Santana Marin:
The Art of Cybercrime Community Research. ACM Comput. Surv. 56(6): 155:1-155:26 (2024)- [j27]Dalyapraz Manatova, Charles Devries, Sagar Samtani:
Understand your shady neighborhood: An approach for detecting and investigating hacker communities. Decis. Support Syst. 184: 114271 (2024) - [j26]Shuo Yu, Yidong Chai, Sagar Samtani, Hongyan Liu, Hsinchun Chen:
Motion Sensor-Based Fall Prevention for Senior Care: A Hidden Markov Model with Generative Adversarial Network Approach. Inf. Syst. Res. 35(1): 1-15 (2024) - [j25]Benjamin M. Ampel, Sagar Samtani, Hongyi Zhu, Hsinchun Chen, Jay F. Nunamaker Jr.:
Improving Threat Mitigation Through a Cybersecurity Risk Management Framework: A Computational Design Science Approach. J. Manag. Inf. Syst. 41(1): 236-265 (2024) - [j24]Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Hsinchun Chen:
Creating Proactive Cyber Threat Intelligence with Hacker Exploit Labels: A Deep Transfer Learning Approach. MIS Q. 48(1): 137-166 (2024) - [j23]Yunji Liang, Lei Liu, Luwen Huangfu, Sagar Samtani, Zhiwen Yu, Daniel Dajun Zeng:
Learning Entangled Interactions of Complex Causality via Self-Paced Contrastive Learning. ACM Trans. Knowl. Discov. Data 18(3): 56:1-56:24 (2024) - [c41]Mark W. Patton, Hsinchun Chen, Sagar Samtani, Hongyi Zhu:
Introduction to the Minitrack on Cybersecurity in the Age of Artificial Intelligence, AI for Cybersecurity, and Cybersecurity for AI. HICSS 2024: 536-537 - [c40]Ben Lazarine, Sagar Samtani, Hongyi Zhu, Ramesh Venkataraman:
Suggesting Alternatives for Potentially Insecure Artificial Intelligence Repositories: An Unsupervised Graph Embedding Approach. HICSS 2024: 548-556 - [c39]Steven Ullman, Benjamin M. Ampel, Sagar Samtani, Shanchieh Yang, Hsinchun Chen:
The 4th Workshop on Artificial Intelligence-enabled Cybersecurity Analytics. KDD 2024: 6741-6742 - [e3]Lauren Deason, Sagar Samtani, Edward Raff, Ethan M. Rudd:
Proceedings of the Conference on Applied Machine Learning in Information Security, Arlington, Virginia, USA, October 19-20, 2023. CEUR Workshop Proceedings 3652, CEUR-WS.org 2024 [contents] - 2023
- [j22]Erkang Jing, Yezheng Liu, Yidong Chai, Jianshan Sun, Sagar Samtani, Yuanchun Jiang, Yang Qian:
A deep interpretable representation learning method for speech emotion recognition. Inf. Process. Manag. 60(6): 103501 (2023) - [j21]Sagar Samtani, Ziming Zhao, Ram Krishnan:
Secure Knowledge Management and Cybersecurity in the Era of Artificial Intelligence. Inf. Syst. Frontiers 25(2): 425-429 (2023) - [j20]Sagar Samtani, Hongyi Zhu, Balaji Padmanabhan, Yidong Chai, Hsinchun Chen, Jay F. Nunamaker Jr.:
Deep Learning for Information Systems Research. J. Manag. Inf. Syst. 40(1): 271-301 (2023) - [j19]Yunji Liang, Yuchen Qin, Qi Li, Xiaokai Yan, Luwen Huangfu, Sagar Samtani, Bin Guo, Zhiwen Yu:
An Escalated Eavesdropping Attack on Mobile Devices via Low-Resolution Vibration Signals. IEEE Trans. Dependable Secur. Comput. 20(4): 3037-3050 (2023) - [j18]Yidong Chai, Ruicheng Liang, Sagar Samtani, Hongyi Zhu, Meng Wang, Ye-Zheng Liu, Yuanchun Jiang:
Additive Feature Attribution Explainable Methods to Craft Adversarial Attacks for Text Classification and Text Regression. IEEE Trans. Knowl. Data Eng. 35(12): 12400-12414 (2023) - [j17]Yidong Chai, Hongyan Liu, Jie Xu, Sagar Samtani, Yuanchun Jiang, Haoxin Liu:
A Multi-Label Classification with an Adversarial-Based Denoising Autoencoder for Medical Image Annotation. ACM Trans. Manag. Inf. Syst. 14(2): 19:1-19:21 (2023) - [c38]Benjamin Ampel, Yang Gao, James Lee Hu, Sagar Samtani, Hsinchun Chen:
Benchmarking the Robustness of Phishing Email Detection Systems. AMCIS 2023 - [c37]Aijia Yuan, Michael Xu, Hongyi Zhu, Sagar Samtani, Edlin Garcia:
Towards Privacy-Preserving Depression Detection: Experiments on Passive Sensor Signal Data. ICDH 2023: 115-117 - [c36]Benjamin Ampel, Kaeli Otto, Sagar Samtani, Hsinchun Chen:
Disrupting Ransomware Actors on the Bitcoin Blockchain: A Graph Embedding Approach. ISI 2023: 1-6 - [c35]Benjamin Ampel, Tala Vahedi, Sagar Samtani, Hsinchun Chen:
Mapping Exploit Code on Paste Sites to the MITRE ATT&CK Framework: A Multi-label Transformer Approach. ISI 2023: 1-6 - [c34]Adhishree Kathikar, Aishwarya Nair, Ben Lazarine, Agrim Sachdeva, Sagar Samtani:
Assessing the Vulnerabilities of the Open-Source Artificial Intelligence (AI) Landscape: A Large-Scale Analysis of the Hugging Face Platform. ISI 2023: 1-6 - [c33]Sagar Samtani, Shanchieh Yang, Hsinchun Chen:
The 3rd Workshop on Artificial Intelligence-enabled Cybersecurity Analytics. KDD 2023: 5880-5881 - [c32]Agrim Sachdeva, Ben Lazarine, Hongyi Zhu, Sagar Samtani:
User Profiling and Vulnerability Introduction Prediction in Social Coding Repositories: A Dynamic Graph Embedding Approach: Vulnerability Introduction Prediction in Social Coding Repositories. CSET @ USENIX Security Symposium 2023: 19-25 - [e2]Edward Raff, Sagar Samtani, Lauren Deason:
Proceedings of the Conference on Applied Machine Learning in Information Security, CAMLIS 2022, Arlington, Virginia, USA, October 20-21, 2022. CEUR Workshop Proceedings 3391, CEUR-WS.org 2023 [contents] - 2022
- [j16]Yunji Liang, Yuchen Qin, Qi Li, Xiaokai Yan, Zhiwen Yu, Bin Guo, Sagar Samtani, Yanyong Zhang:
AccMyrinx: Speech Synthesis with Non-Acoustic Sensor. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(3): 127:1-127:24 (2022) - [j15]Sagar Samtani, Yidong Chai, Hsinchun Chen:
Linking Exploits from the Dark Web to Known Vulnerabilities for Proactive Cyber Threat Intelligence: An Attention-Based Deep Structured Semantic Model. MIS Q. 46(2): 911-946 (2022) - [j14]Mohammadreza Ebrahimi, Yidong Chai, Sagar Samtani, Hsinchun Chen:
Cross-Lingual Cybersecurity Analytics in the International Dark Web with Adversarial Deep Representation Learning. MIS Q. 46(2): 1209-1226 (2022) - [j13]Sagar Samtani, Hsinchun Chen, Murat Kantarcioglu, Bhavani Thuraisingham:
Explainable Artificial Intelligence for Cyber Threat Intelligence (XAI-CTI). IEEE Trans. Dependable Secur. Comput. 19(4): 2149-2150 (2022) - [c31]Murat Kantarcioglu, Barbara Carminati, Sagar Samtani, Sudip Mittal, Maanak Gupta:
Enforcement of Laws and Privacy Preferences in Modern Computing Systems. CODASPY 2022: 338-339 - [c30]Dalyapraz Manatova, Dewesha Sharma, Sagar Samtani, L. Jean Camp:
Building and Testing a Network of Social Trust in an Underground Forum: Robust Connections and Overlapping Criminal Domains. eCrime 2022: 1-12 - [c29]Agrim Sachdeva, Ben Lazarine, Ruchik Dama, Sagar Samtani, Hongyi Zhu:
Identifying Patterns of Vulnerability Incidence in Foundational Machine Learning Repositories on GitHub: An Unsupervised Graph Embedding Approach. ICDM (Workshops) 2022: 1-8 - [c28]Sagar Samtani, Gang Wang, Ali Ahmadzadeh, Arridhana Ciptadi, Shanchieh Yang, Hsinchun Chen:
ACM KDD AI4Cyber/MLHat: Workshop on AI-enabled Cybersecurity Analytics and Deployable Defense. KDD 2022: 4900-4901 - [c27]Ben Lazarine, Zhong Zhang, Agrim Sachdeva, Sagar Samtani, Hongyi Zhu:
Exploring the Propagation of Vulnerabilities from GitHub Repositories Hosted by Major Technology Organizations. CSET @ USENIX Security Symposium 2022: 145-150 - [c26]Dalyapraz Manatova, Inna Kouper, Sagar Samtani:
Designing a Vulnerability Management Dashboard to Enhance Security Analysts' Decision Making Processes. PEARC 2022: 56:1-56:4 - [e1]Ram Krishnan, H. Raghav Rao, Sanjay K. Sahay, Sagar Samtani, Ziming Zhao:
Secure Knowledge Management In The Artificial Intelligence Era - 9th International Conference, SKM 2021, San Antonio, TX, USA, October 8-9, 2021, Proceedings. Communications in Computer and Information Science 1549, Springer 2022, ISBN 978-3-030-97531-9 [contents] - 2021
- [j12]Yunji Liang, Huihui Li, Bin Guo, Zhiwen Yu, Xiaolong Zheng, Sagar Samtani, Daniel Dajun Zeng:
Fusion of heterogeneous attention mechanisms in multi-view convolutional neural network for text classification. Inf. Sci. 548: 295-312 (2021) - [j11]Hongyi Zhu, Sagar Samtani, Randall A. Brown, Hsinchun Chen:
A Deep Learning Approach for Recognizing Activity of Daily Living (ADL) for Senior Care: Exploiting Interaction Dependency and Temporal Patterns. MIS Q. 45(2) (2021) - [j10]Sagar Samtani, Murat Kantarcioglu, Hsinchun Chen:
A Multi-Disciplinary Perspective for Conducting Artificial Intelligence-enabled Privacy Analytics: Connecting Data, Algorithms, and Systems. ACM Trans. Manag. Inf. Syst. 12(1): 1:1-1:18 (2021) - [j9]Saurav Chakraborty, Agnieszka Onuchowska, Sagar Samtani, Wolfgang Jank, Brandon Wolfram:
Machine Learning for Automated Industrial IoT Attack Detection: An Efficiency-Complexity Trade-off. ACM Trans. Manag. Inf. Syst. 12(4): 37:1-37:28 (2021) - [j8]Yunji Liang, Xin Wang, Zhiwen Yu, Bin Guo, Xiaolong Zheng, Sagar Samtani:
Energy-efficient Collaborative Sensing: Learning the Latent Correlations of Heterogeneous Sensors. ACM Trans. Sens. Networks 17(3): 33:1-33:28 (2021) - [c25]Elisa Bertino, Murat Kantarcioglu, Cuneyt Gurcan Akcora, Sagar Samtani, Sudip Mittal, Maanak Gupta:
AI for Security and Security for AI. CODASPY 2021: 333-334 - [c24]Kaeli Otto, Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Hsinchun Chen:
Exploring the Evolution of Exploit-Sharing Hackers: An Unsupervised Graph Embedding Approach. ISI 2021: 1-6 - [c23]Tala Vahedi, Benjamin Ampel, Sagar Samtani, Hsinchun Chen:
Identifying and Categorizing Malicious Content on Paste Sites: A Neural Topic Modeling Approach. ISI 2021: 1-6 - [c22]Sagar Samtani, Shanchieh Yang, Hsinchun Chen:
ACM KDD AI4Cyber: The 1st Workshop on Artificial Intelligence-enabled Cybersecurity Analytics. KDD 2021: 4153-4154 - [i2]Benjamin Ampel, Sagar Samtani, Steven Ullman, Hsinchun Chen:
Linking Common Vulnerabilities and Exposures to the MITRE ATT&CK Framework: A Self-Distillation Approach. CoRR abs/2108.01696 (2021) - 2020
- [j7]Morteza Safaei Pour, Antonio Mangino, Kurt Friday, Matthias Rathbun, Elias Bou-Harb, Farkhund Iqbal, Sagar Samtani, Jorge Crichigno, Nasir Ghani:
On data-driven curation, learning, and analysis for inferring evolving internet-of-Things (IoT) botnets in the wild. Comput. Secur. 91: 101707 (2020) - [j6]Yunji Liang, Sagar Samtani, Bin Guo, Zhiwen Yu:
Behavioral Biometrics for Continuous Authentication in the Internet-of-Things Era: An Artificial Intelligence Perspective. IEEE Internet Things J. 7(9): 9128-9143 (2020) - [j5]Hongyi Zhu, Sagar Samtani, Hsinchun Chen, Jay F. Nunamaker Jr.:
Human Identification for Activities of Daily Living: A Deep Transfer Learning Approach. J. Manag. Inf. Syst. 37(2): 457-483 (2020) - [j4]Sagar Samtani, Hongyi Zhu, Hsinchun Chen:
Proactively Identifying Emerging Hacker Threats from the Dark Web: A Diachronic Graph Embedding Framework (D-GEF). ACM Trans. Priv. Secur. 23(4): 21:1-21:33 (2020) - [c21]Fang Yu Lin, Yizhi Liu, Mohammadreza Ebrahimi, Zara Ahmad-Post, James Lee Hu, Jingyu Xin, Sagar Samtani, Weifeng Li, Hsinchun Chen:
Linking Personally Identifiable Information from the Dark Web to the Surface Web: A Deep Entity Resolution Approach. ICDM (Workshops) 2020: 488-495 - [c20]Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Steven Ullman, Hsinchun Chen:
Labeling Hacker Exploits for Proactive Cyber Threat Intelligence: A Deep Transfer Learning Approach. ISI 2020: 1-6 - [c19]Ben Lazarine, Sagar Samtani, Mark W. Patton, Hongyi Zhu, Steven Ullman, Benjamin Ampel, Hsinchun Chen:
Identifying Vulnerable GitHub Repositories and Users in Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach. ISI 2020: 1-6 - [c18]Steven Ullman, Sagar Samtani, Ben Lazarine, Hongyi Zhu, Benjamin Ampel, Mark W. Patton, Hsinchun Chen:
Smart Vulnerability Assessment for Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach. ISI 2020: 1-6 - [c17]Mohammadreza Ebrahimi, Sagar Samtani, Yidong Chai, Hsinchun Chen:
Detecting Cyber Threats in Non-English Hacker Forums: An Adversarial Cross-Lingual Knowledge Transfer Approach. SP (Workshops) 2020: 20-26 - [i1]Sagar Samtani, Hongyi Zhu, Balaji Padmanabhan, Yidong Chai, Hsinchun Chen:
Deep Learning for Information Systems Research. CoRR abs/2010.05774 (2020)
2010 – 2019
- 2019
- [j3]Sagar Samtani, Hongyi Zhu, Shuo Yu:
Fear Appeals and Information Security Behaviors: An Empirical Study on Mechanical Turk. AIS Trans. Replication Res. 5: 5 (2019) - [c16]Agnieszka Onuchowska, Donald J. Berndt, Sagar Samtani:
Rocket ship or Blimp? - Implications of Malicious Accounts removal on Twitter. ECIS 2019 - [c15]Nolan Arnold, Mohammadreza Ebrahimi, Ning Zhang, Ben Lazarine, Mark W. Patton, Hsinchun Chen, Sagar Samtani:
Dark-Net Ecosystem Cyber-Threat Intelligence (CTI) Tool. ISI 2019: 92-97 - [c14]Po-Yi Du, Mohammadreza Ebrahimi, Ning Zhang, Hsinchun Chen, Randall A. Brown, Sagar Samtani:
Identifying High-Impact Opioid Products and Key Sellers in Dark Net Marketplaces: An Interpretable Text Analytics Approach. ISI 2019: 110-115 - 2018
- [b1]Sagar Samtani:
Developing Proactive Cyber Threat Intelligence from the Online Hacker Community: A Computational Design Science Approach. University of Arizona, Tucson, USA, 2018 - [j2]Sagar Samtani, Shuo Yu, Hongyi Zhu, Mark W. Patton, John Matherly, Hsinchun Chen:
Identifying SCADA Systems and Their Vulnerabilities on the Internet of Things: A Text-Mining Approach. IEEE Intell. Syst. 33(2): 63-73 (2018) - [c13]Po-Yi Du, Ning Zhang, Mohammadreza Ebrahimi, Sagar Samtani, Ben Lazarine, Nolan Arnold, Rachael Dunn, Sandeep Suntwal, Guadalupe Angeles, Robert Schweitzer, Hsinchun Chen:
Identifying, Collecting, and Presenting Hacker Community Data: Forums, IRC, Carding Shops, and DNMs. ISI 2018: 70-75 - [c12]Mohammadreza Ebrahimi, Mihai Surdeanu, Sagar Samtani, Hsinchun Chen:
Detecting Cyber Threats in Non-English Dark Net Markets: A Cross-Lingual Transfer Learning Approach. ISI 2018: 85-90 - [c11]Ryan Williams, Sagar Samtani, Mark W. Patton, Hsinchun Chen:
Incremental Hacker Forum Exploit Collection and Classification for Proactive Cyber Threat Intelligence: An Exploratory Study. ISI 2018: 94-99 - [c10]Emma McMahon, Mark W. Patton, Sagar Samtani, Hsinchun Chen:
Benchmarking Vulnerability Assessment Tools for Enhanced Cyber-Physical System (CPS) Resiliency. ISI 2018: 100-105 - [c9]Christopher R. Harrell, Mark W. Patton, Hsinchun Chen, Sagar Samtani:
Vulnerability Assessment, Remediation, and Automated Reporting: Case Studies of Higher Education Institutions. ISI 2018: 148-153 - 2017
- [j1]Sagar Samtani, Ryan Chinn, Hsinchun Chen, Jay F. Nunamaker Jr.:
Exploring Emerging Hacker Assets and Key Hackers for Proactive Cyber Threat Intelligence. J. Manag. Inf. Syst. 34(4): 1023-1053 (2017) - [c8]John Grisham, Sagar Samtani, Mark W. Patton, Hsinchun Chen:
Identifying mobile malware and key threat actors in online hacker forums for proactive cyber threat intelligence. ISI 2017: 13-18 - [c7]Malaka El, Emma McMahon, Sagar Samtani, Mark W. Patton, Hsinchun Chen:
Benchmarking vulnerability scanners: An experiment on SCADA devices and scientific instruments. ISI 2017: 83-88 - [c6]Emma McMahon, Ryan Williams, Malaka El, Sagar Samtani, Mark W. Patton, Hsinchun Chen:
Assessing medical device vulnerabilities on the Internet of Things. ISI 2017: 176-178 - [c5]Ryan Williams, Emma McMahon, Sagar Samtani, Mark W. Patton, Hsinchun Chen:
Identifying vulnerabilities of consumer Internet of Things (IoT) devices: A scalable approach. ISI 2017: 179-181 - 2016
- [c4]Sagar Samtani, Kory Chinn, Cathy Larson, Hsinchun Chen:
AZSecure Hacker Assets Portal: Cyber threat intelligence and malware analysis. ISI 2016: 19-24 - [c3]Sagar Samtani, Shuo Yu, Hongyi Zhu, Mark W. Patton, Hsinchun Chen:
Identifying SCADA vulnerabilities using passive and active vulnerability assessment techniques. ISI 2016: 25-30 - [c2]Sagar Samtani, Hsinchun Chen:
Using social network analysis to identify key hackers for keylogging tools in hacker forums. ISI 2016: 319-321 - 2015
- [c1]Sagar Samtani, Ryan Chinn, Hsinchun Chen:
Exploring hacker assets in underground forums. ISI 2015: 31-36
Coauthor Index
Benjamin Ampel
aka: Benjamin M. Ampel
aka: Benjamin M. Ampel
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last updated on 2024-09-10 02:07 CEST by the dblp team
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