Shanchieh Jay Yang
Orcid: 0009-0004-5503-2082
According to our database1,
Shanchieh Jay Yang
authored at least 90 papers
between 1997 and 2024.
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Bibliography
2024
ProveRAG: Provenance-Driven Vulnerability Analysis with Automated Retrieval-Augmented LLMs.
CoRR, 2024
How Good Is It? Evaluating the Efficacy of Common versus Domain-Specific Prompts on Foundational Large Language Models.
CoRR, 2024
Advancing TTP Analysis: Harnessing the Power of Encoder-Only and Decoder-Only Language Models with Retrieval Augmented Generation.
CoRR, 2024
The 4<sup>th</sup> Workshop on Artificial Intelligence-enabled Cybersecurity Analytics.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Adversary Tactic Driven Scenario and Terrain Generation with Partial Infrastructure Specification.
Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024
2023
On the Uses of Large Language Models to Interpret Ambiguous Cyberattack Descriptions.
CoRR, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the Digital Forensics and Cyber Crime - 14th EAI International Conference, 2023
The Road Towards Autonomous Cybersecurity Agents: Remedies for Simulation Environments.
Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023
Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection?
Proceedings of the IEEE Conference on Communications and Network Security, 2023
DUCK: A Drone-Urban Cyber-Defense Framework Based on Pareto-Optimal Deontic Logic Agents.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Dependable Secur. Comput., 2022
HeATed Alert Triage (HeAT): Transferrable Learning to Extract Multistage Attack Campaigns.
CoRR, 2022
CoRR, 2022
ACM KDD AI4Cyber/MLHat: Workshop on AI-enabled Cybersecurity Analytics and Deployable Defense.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Discovery of Rare yet Co-occurring Actions with Temporal Characteristics in Episodic Cyberattack Streams.
Proceedings of the 31st International Conference on Computer Communications and Networks, 2022
Non-cooperative Learning for Robust Spectrum Sharing in Connected Vehicles with Malicious Agents.
Proceedings of the IEEE Global Communications Conference, 2022
2021
CoRR, 2021
Proceedings of the IEEE Symposium on Visualization for Cyber Security, 2021
ACM KDD AI4Cyber: The 1st Workshop on Artificial Intelligence-enabled Cybersecurity Analytics.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021
Translating Intrusion Alerts to Cyberattack Stages using Pseudo-Active Transfer Learning (PATRL).
Proceedings of the IEEE Conference on Communications and Network Security, 2021
Proceedings of the CF '21: Computing Frontiers Conference, 2021
Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021
Proceedings of the ARES 2021: The 16th International Conference on Availability, 2021
2020
On the Variety and Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks.
ACM Trans. Manag. Inf. Syst., 2020
Proceedings of the 24th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2020
Proceedings of the IWSPA@CODASPY '20: Proceedings ofthe Sixth International Workshop on Security and Privacy Analytics, 2020
SoK: contemporary issues and challenges to enable cyber situational awareness for network security.
Proceedings of the ARES 2020: The 15th International Conference on Availability, 2020
2019
ASSERT: attack synthesis and separation with entropy redistribution towards predictive cyber defense.
Cybersecur., 2019
On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks.
CoRR, 2019
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019
Proceedings of the 2019 IEEE Military Communications Conference, 2019
Proceedings of the 2019 IEEE Military Communications Conference, 2019
Proceedings of the 7th IEEE Conference on Communications and Network Security, 2019
2018
Cybersecur., 2018
CoRR, 2018
Toward Intelligent Autonomous Agents for Cyber Defense: Report of the 2017 Workshop by the North Atlantic Treaty Organization (NATO) Research Group IST-152-RTG.
CoRR, 2018
Forecasting Cyber Attacks with Imbalanced Data Sets and Different Time Granularities.
CoRR, 2018
Proceedings of the 2018 IEEE International Conference on Intelligence and Security Informatics, 2018
Extracting and Evaluating Similar and Unique Cyber Attack Strategies from Intrusion Alerts.
Proceedings of the 2018 IEEE International Conference on Intelligence and Security Informatics, 2018
Proceedings of the IEEE Conference on Dependable and Secure Computing, 2018
2017
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017
Proceedings of the IEEE Conference on Dependable and Secure Computing, 2017
Proceedings of the 12th Annual Conference on Cyber and Information Security Research, 2017
Proceedings of the 12th Annual Conference on Cyber and Information Security Research, 2017
Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017
2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
2015
Proceedings of the Intelligent Methods for Cyber Warfare, 2015
Proceedings of the Intelligent Methods for Cyber Warfare, 2015
Proceedings of the 24th International Conference on Computer Communication and Networks, 2015
2014
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014
Proceedings of the 2014 IEEE Military Communications Conference, 2014
Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014
Proceedings of the IEEE Conference on Communications and Network Security, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
2013
Introduction to the special section on social computing, behavioral-cultural modeling, and prediction.
ACM Trans. Intell. Syst. Technol., 2013
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013
Proceedings of the IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2013
Proceedings of the IEEE Conference on Communications and Network Security, 2013
Proceedings of the IEEE Conference on Communications and Network Security, 2013
Proceedings of the IEEE Conference on Communications and Network Security, 2013
2011
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2011
Proceedings of 20th International Conference on Computer Communications and Networks, 2011
Proceedings of the 14th International Conference on Information Fusion, 2011
2010
IEEE Commun. Mag., 2010
Dynamic Creation of Social Networks for Syndromic Surveillance Using Information Fusion.
Proceedings of the Advances in Social Computing, 2010
Proceedings of the 19th International Conference on Computer Communications and Networks, 2010
Issues and challenges in higher level fusion: Threat/impact assessment and intent modeling (a panel summary).
Proceedings of the 13th Conference on Information Fusion, 2010
Proceedings of the 13th Conference on Information Fusion, 2010
2009
High level information fusion for tracking and projection of multistage cyber attacks.
Inf. Fusion, 2009
Proceedings of the 12th International Conference on Information Fusion, 2009
2008
IEEE Trans. Inf. Forensics Secur., 2008
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2008
Proceedings of the 11th International Conference on Information Fusion, 2008
Proceedings of the 11th International Conference on Information Fusion, 2008
Proceedings of the Data Mining, 2008
Proceedings of the Data Mining, 2008
Proceedings of the Data Mining, 2008
2007
Proceedings of the 10th International Conference on Information Fusion, 2007
2004
Enhancing both network and user performance for networks supporting best effort traffic.
IEEE/ACM Trans. Netw., 2004
Proceedings of the 1st ACM International Workshop on Performance Evaluation of Wireless Ad Hoc, 2004
2002
Size-based Adaptive Bandwidth Allocation: Optimizing the Average QoS for Elastic Flows.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002
2001
Proceedings of the Global Telecommunications Conference, 2001
1997
Reactive Bandwidth Arbitration for Priority and Multicasting Control in ATM Switching.
Proceedings of the 1997 IEEE International Conference on Communications: Towards the Knowledge Millennium, 1997