Shanchieh Jay Yang

90 papers A* 2A 2B 9C 11Misc 1Journal 26Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Guided Reasoning in LLM-Driven Penetration Testing Using Structured Attack Trees. CoRR Katsuaki Nakano, Reza Feyyazi, Shanchieh Jay Yang, Michael Zuzak
2025	J	`jnl`	LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model's Response for Vulnerability Analysis. CoRR Reza Fayyazi, Michael Zuzak, Shanchieh Jay Yang
2025	J	`jnl`	ProveRAG: Provenance-Driven Vulnerability Analysis With Automated Retrieval-Augmented LLMs. IEEE Access Reza Fayyazi, Stella Hoyos Trueba, Michael Zuzak, Shanchieh Jay Yang
2024	J	`jnl`	Advancing TTP Analysis: Harnessing the Power of Encoder-Only and Decoder-Only Language Models with Retrieval Augmented Generation. CoRR Reza Fayyazi, Rozhina Taghdimi, Shanchieh Jay Yang
2024	—	`conf`	Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented Generation. ACSAC Workshops Reza Fayyazi, Rozhina Taghdimi, Shanchieh Jay Yang
2024	B	`conf`	Adversary Tactic Driven Scenario and Terrain Generation with Partial Infrastructure Specification. ARES Ádám Ruman, Martin Drasar, Lukás Sadlek, Shanchieh Jay Yang, Pavel Celeda
2024	—	`conf`	An Online Adaptive Approach to Detecting Zero-day Attacks in IoT and IIoT Systems. GLOBECOM (Workshops) Promise Ricardo Agbedanu, Shanchieh Jay Yang, Richard Musabe, Ignace Gatare, James Rwigema
2024	J	`jnl`	How Good Is It? Evaluating the Efficacy of Common versus Domain-Specific Prompts on Foundational Large Language Models. CoRR Oluyemi Enoch Amujo, Shanchieh Jay Yang
2024	J	`jnl`	ProveRAG: Provenance-Driven Vulnerability Analysis with Automated Retrieval-Augmented LLMs. CoRR Reza Fayyazi, Stella Hoyos Trueba, Michael Zuzak, Shanchieh Jay Yang
2023	—	`conf`	Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection? CNS Andrea Corsini, Shanchieh Jay Yang
2023	J	`jnl`	Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection? CoRR Andrea Corsini, Shanchieh Jay Yang
2023	J	`jnl`	On the Uses of Large Language Models to Interpret Ambiguous Cyberattack Descriptions. CoRR Reza Fayyazi, Shanchieh Jay Yang
2023	—	`conf`	The Road Towards Autonomous Cybersecurity Agents: Remedies for Simulation Environments. ESORICS Workshops (2) Martin Drasar, Ádám Ruman, Pavel Celeda, Shanchieh Jay Yang
2023	—	`conf`	Unraveling Network-Based Pivoting Maneuvers: Empirical Insights and Challenges. ICDF2C (2) Martin Husák, Shanchieh Jay Yang, Joseph Khoury, Dorde Klisura, Elias Bou-Harb
2022	J	`jnl`	Alert-Driven Attack Graph Generation Using S-PDFA. IEEE Trans. Dependable Secur. Comput. Azqa Nadeem, Sicco Verwer, Stephen Moskal, Shanchieh Jay Yang
2022	J	`jnl`	HeATed Alert Triage (HeAT): Transferrable Learning to Extract Multistage Attack Campaigns. CoRR Stephen Moskal, Shanchieh Jay Yang
2022	B	`conf`	Non-cooperative Learning for Robust Spectrum Sharing in Connected Vehicles with Malicious Agents. GLOBECOM Haoran Peng, Hanif Rahbari, Shanchieh Jay Yang, Li-Chun Wang
2021	A*	`conf`	Enabling Visual Analytics via Alert-driven Attack Graphs. CCS Azqa Nadeem, Sicco Verwer, Stephen Moskal, Shanchieh Jay Yang
2021	J	`jnl`	Near Real-time Learning and Extraction of Attack Models from Intrusion Alerts. CoRR Shanchieh Jay Yang, Ahmet Okutan, Gordon Werner, Shao-Hsuan Su, Ayush Goel, Nathan D. Cahill
2021	—	`conf`	Near real-time intrusion alert aggregation using concept-based learning. CF Gordon Werner, Shanchieh Jay Yang, Katie McConky
2021	B	`conf`	On the Evaluation of Sequential Machine Learning for Network Intrusion Detection. ARES Andrea Corsini, Shanchieh Jay Yang, Giovanni Apruzzese
2021	J	`jnl`	On the Evaluation of Sequential Machine Learning for Network Intrusion Detection. CoRR Andrea Corsini, Shanchieh Jay Yang, Giovanni Apruzzese
2021	C	`conf`	SAGE: Intrusion Alert-driven Attack Graph Extractor. VizSec Azqa Nadeem, Sicco Verwer, Shanchieh Jay Yang
2021	J	`jnl`	SAGE: Intrusion Alert-driven Attack Graph Extractor. CoRR Azqa Nadeem, Sicco Verwer, Shanchieh Jay Yang
2021	B	`conf`	Towards an Efficient Detection of Pivoting Activity. IM Martin Husák, Giovanni Apruzzese, Shanchieh Jay Yang, Gordon Werner
2021	—	`conf`	Translating Intrusion Alerts to Cyberattack Stages using Pseudo-Active Transfer Learning (PATRL). CNS Stephen Moskal, Shanchieh Jay Yang
2020	J	`jnl`	Cyberattack Action-Intent-Framework for Mapping Intrusion Observables. CoRR Stephen Moskal, Shanchieh Jay Yang
2020	—	`conf`	Dissecting Cyberadversarial Intrusion Stages via Interdisciplinary Observations. IWSPA@CODASPY Aunshul Rege, Shanchieh Jay Yang, Alyssa Mendlein, Katorah Williams, Shao-Hsusan Su, Stephen Moskal
2020	J	`jnl`	On the Variety and Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks. ACM Trans. Manag. Inf. Syst. Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang
2020	C	`conf`	Session-level Adversary Intent-Driven Cyberattack Simulator. DS-RT Martin Drasar, Stephen Moskal, Shanchieh Jay Yang, Pavol Zat'ko
2020	B	`conf`	SoK: contemporary issues and challenges to enable cyber situational awareness for network security. ARES Martin Husák, Tomás Jirsík, Shanchieh Jay Yang
2019	J	`jnl`	ASSERT: attack synthesis and separation with entropy redistribution towards predictive cyber defense. Cybersecur. Ahmet Okutan, Shanchieh Jay Yang
2019	—	`conf`	CAPTURE: Cyberattack Forecasting Using Non-Stationary Features with Time Lags. CNS Ahmet Okutan, Shanchieh Jay Yang, Katie McConky, Gordon Werner
2019	—	`conf`	Dynamic Generation of Empirical Cyberattack Models with Engineered Alert Features. MILCOM Ahmet Okutan, Fu-Yuan Cheng, Shao-Hsuan Su, Shanchieh Jay Yang
2019	—	`conf`	Experimental Evaluation of Jamming Threat in LoRaWAN. VTC Spring Chin-Ya Huang, Ching-Wei Lin, Ray-Guang Cheng, Shanchieh Jay Yang, Shiann-Tsong Sheu
2019	J	`jnl`	On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks. CoRR Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang
2019	—	`conf`	Synthetic Intrusion Alert Generation through Generative Adversarial Networks. MILCOM Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang
2018	—	`conf`	Differentiating and Predicting Cyberattack Behaviors Using LSTM. DSC Ian Perry, Lutzu Li, Christopher Sweet, Shao-Hsuan Su, Fu-Yuan Cheng, Shanchieh Jay Yang, Ahmet Okutan
2018	C	`conf`	Extracting and Evaluating Similar and Unique Cyber Attack Strategies from Intrusion Alerts. ISI Stephen Moskal, Shanchieh Jay Yang, Michael E. Kuhl
2018	J	`jnl`	Forecasting Cyber Attacks with Imbalanced Data Sets and Different Time Granularities. CoRR Ahmet Okutan, Shanchieh Jay Yang, Katie McConky
2018	J	`jnl`	Forecasting cyberattacks with incomplete, imbalanced, and insignificant data. Cybersecur. Ahmet Okutan, Gordon Werner, Shanchieh Jay Yang, Katie McConky
2018	J	`jnl`	Probabilistic Modeling and Inference for Obfuscated Cyber Attack Sequences. CoRR Haitao Du, Shanchieh Jay Yang
2018	J	`jnl`	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 Alexander Kott, Ryan Thomas, Martin Drasar, Markus Kont, Alexander Poylisher, Benjamin A. Blakely, Paul Théron, Nathaniel Evans, Nandi Leslie, Rajdeep Singh, Maria Rigaki, Shanchieh Jay Yang, Benoît Leblanc, Paul Losiewicz, Sylvain Hourlier, Misty K. Blowers, Hugh Harney, Gregory Wehner, Alessandro Guarino, Jana Komárková, James Rowell
2017	—	`conf`	Modeling Information Sharing Behavior on Q&A Forums. PAKDD (2) Biru Cui, Shanchieh Jay Yang, Christopher M. Homan
2017	A*	`conf`	POSTER: Cyber Attack Prediction of Threats from Unconventional Resources (CAPTURE). CCS Ahmet Okutan, Gordon Werner, Katie McConky, Shanchieh Jay Yang
2017	—	`conf`	Predicting cyber attacks with bayesian networks using unconventional signals. CISRC Ahmet Okutan, Shanchieh Jay Yang, Katie McConky
2017	—	`conf`	SCANNER: Sequence clustering of android resource accesses. DSC Neil Wong Hon Chan, Shanchieh Jay Yang
2017	—	`conf`	Time series forecasting of cyber attack intensity. CISRC Gordon Werner, Shanchieh Jay Yang, Katie McConky
2016	—	`conf`	Assessing the likelihood of cyber network infiltration using rare-event simulation. SSCI Alexander L. Krall, Michael E. Kuhl, Stephen F. Moskal, Shanchieh Jay Yang
2015	—	`ch.`	Cyber Insider Mission Detection for Situation Awareness. Intelligent Methods for Cyber Warfare Haitao Du, Changzhou Wang, Tao Zhang, Shanchieh Jay Yang, Jai J. Choi, Peng Liu
2015	—	`ch.`	Mission Impact Assessment for Cyber Warfare. Intelligent Methods for Cyber Warfare Jared Holsopple, Shanchieh Jay Yang, Moises Sudit
2015	B	`conf`	Privacy Sensitive Resource Access Monitoring for Android Systems. ICCCN Leah Zhao, Neil Wong Hon Chan, Shanchieh Jay Yang, Roy W. Melton
2014	—	`ch.`	Attack Projection. Cyber Defense and Situational Awareness Shanchieh Jay Yang, Haitao Du, Jared Holsopple, Moises Sudit
2014	—	`conf`	Context Model Fusion for Multistage Network Attack Simulation. MILCOM Stephen Moskal, Ben Wheeler, Derek Kreider, Michael E. Kuhl, Shanchieh Jay Yang
2014	—	`ch.`	Impact Assessment. Cyber Defense and Situational Awareness Jared Holsopple, Moises Sudit, Shanchieh Jay Yang
2014	—	`conf`	NRE: Suppress Selective Forwarding attacks in Wireless Sensor Networks. CNS Biru Cui, Shanchieh Jay Yang
2014	A	`conf`	Non-independent Cascade Formation: Temporal and Spatial Effects. CIKM Biru Cui, Shanchieh Jay Yang, Christopher Homan
2014	A	`conf`	Probabilistic Inference for Obfuscated Network Attack Sequences. DSN Haitao Du, Shanchieh Jay Yang
2014	—	`conf`	Segmenting Large-Scale Cyber Attacks for Online Behavior Model Generation. SBP Steven Strapp, Shanchieh Jay Yang
2014	—	`ed.`	Social Computing, Behavioral-Cultural Modeling and Prediction - 7th International Conference, SBP 2014, Washington, DC, USA, April 1-4, 2014. Proceedings SBP William G. Kennedy, Nitin Agarwal, Shanchieh Jay Yang
2014	—	`conf`	Who Will Follow a New Topic Tomorrow? SBP Biru Cui, Shanchieh Jay Yang
2013	—	`conf`	Design and implementation of a Skype Protocol Analyzer. CNS Ray-Guang Cheng, Po-Yao Tsai, Ping-Chen Lin, Chia-Liang Lian, Tse-Han Liu, Hsien-Cheng Chou, Shiao-Li Tsao, Shanchieh Jay Yang
2013	Misc	`conf`	Handling temporal and functional changes for mission impact assessment. CogSIMA Jared Holsopple, Shanchieh Jay Yang
2013	J	`jnl`	Introduction to the special section on social computing, behavioral-cultural modeling, and prediction. ACM Trans. Intell. Syst. Technol. Shanchieh Jay Yang, Dana S. Nau, John J. Salerno
2013	—	`conf`	Sequential modeling for obfuscated network attack action sequences. CNS Haitao Du, Shanchieh Jay Yang
2013	—	`conf`	Simulating attack behaviors in enterprise networks. CNS Stephen Moskal, Derek Kreider, Lydia Hays, Ben Wheeler, Shanchieh Jay Yang, Michael E. Kuhl
2013	—	`conf`	Who Shall We Follow in Twitter for Cyber Vulnerability? SBP Biru Cui, Stephen Moskal, Haitao Du, Shanchieh Jay Yang
2012	—	`ed.`	Social Computing, Behavioral - Cultural Modeling and Prediction - 5th International Conference, SBP 2012, College Park, MD, USA, April 3-5, 2012. Proceedings SBP Shanchieh Jay Yang, Ariel M. Greenberg, Mica R. Endsley
2011	B	`conf`	Characterizing Transition Behaviors in Internet Attack Sequences. ICCCN Haitao Du, Shanchieh Jay Yang
2011	—	`conf`	Discovering Collaborative Cyber Attack Patterns Using Social Network Analysis. SBP Haitao Du, Shanchieh Jay Yang
2011	C	`conf`	Optimizing collection requirements through analysis of plausible impact. FUSION Khiem Tong, Shanchieh Jay Yang, Moises Sudit, Jared Holsopple
2011	—	`ed.`	Social Computing, Behavioral-Cultural Modeling and Prediction - 4th International Conference, SBP 2011, College Park, MD, USA, March 29-31, 2011. Proceedings SBP John J. Salerno, Shanchieh Jay Yang, Dana S. Nau, Sun-Ki Chai
2010	C	`conf`	Clustering of multistage cyber attacks using significant services. FUSION Christopher Murphy, Shanchieh Jay Yang
2010	—	`conf`	Dynamic Creation of Social Networks for Syndromic Surveillance Using Information Fusion. SBP Jared Holsopple, Shanchieh Jay Yang, Moises Sudit, Adam Stotz
2010	J	`jnl`	Enhancing situation awareness via automated situation assessment. IEEE Commun. Mag. Jared Holsopple, Moises Sudit, Michael Nusinov, Daniel F. Liu, Haitao Du, Shanchieh Jay Yang
2010	C	`conf`	Issues and challenges in higher level fusion: Threat/impact assessment and intent modeling (a panel summary). FUSION John S. Salerno, Moises Sudit, Shanchieh Jay Yang, George P. Tadda, Ivan Kadar, Jared Holsopple
2010	B	`conf`	Toward Ensemble Characterization and Projection of Multistage Cyber Attacks. ICCCN Haitao Du, Daniel F. Liu, Jared Holsopple, Shanchieh Jay Yang
2009	J	`jnl`	High level information fusion for tracking and projection of multistage cyber attacks. Inf. Fusion Shanchieh Jay Yang, Adam Stotz, Jared Holsopple, Moises Sudit, Michael E. Kuhl
2009	C	`conf`	Toward unsupervised classification of non-uniform cyber attack tracks. FUSION Haitao Du, Christopher Murphy, Jordan Bean, Shanchieh Jay Yang
2008	C	`conf`	FuSIA: Future Situation and Impact Awareness. FUSION Jared Holsopple, Shanchieh Jay Yang
2008	C	`conf`	Intrusion activity projection for cyber situational awareness. ISI Shanchieh Jay Yang, Stephen R. Byers, Jared Holsopple, Brian Argauer, Daniel S. Fava
2008	—	`conf`	Intrusion signature creation via clustering anomalies. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Gilbert Hendry, Shanchieh Jay Yang
2008	J	`jnl`	Projecting Cyberattacks Through Variable-Length Markov Models. IEEE Trans. Inf. Forensics Secur. Daniel S. Fava, Stephen R. Byers, Shanchieh Jay Yang
2008	C	`conf`	Real-time fusion and Projection of network intrusion activity. FUSION Stephen R. Byers, Shanchieh Jay Yang
2008	—	`conf`	VTAC: virtual terrain assisted impact assessment for cyber attacks. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Brian Argauer, Shanchieh Jay Yang
2008	—	`conf`	Virtual terrain: a security-based representation of a computer network. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security Jared Holsopple, Shanchieh Jay Yang, Brian Argauer
2007	C	`conf`	Terrain and behavior modeling for projecting multistage cyber attacks. FUSION Daniel S. Fava, Jared Holsopple, Shanchieh Jay Yang, Brian Argauer
2004	—	`conf`	Energy efficient data retrieval for networked multi-mode wireless sensors. PE-WASUN Cory C. Cress, Shanchieh Jay Yang, Moises Sudit
2004	J	`jnl`	Enhancing both network and user performance for networks supporting best effort traffic. IEEE/ACM Trans. Netw. Shanchieh Jay Yang, Gustavo de Veciana
2001	B	`conf`	Bandwidth sharing: the role of user impatience. GLOBECOM Shanchieh Jay Yang, Gustavo de Veciana