Shanchieh Jay Yang

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 43

Top Topics

Intrusion Detection

Top Venues

Publications

Oluyemi Enoch Amujo, Shanchieh Jay Yang
How Good Is It? Evaluating the Efficacy of Common versus Domain-Specific Prompts on Foundational Large Language Models. CoRR (2024)
Ádám Ruman, Martin Drasar, Lukás Sadlek, Shanchieh Jay Yang, Pavel Celeda
Adversary Tactic Driven Scenario and Terrain Generation with Partial Infrastructure Specification. ARES (2024)
Reza Fayyazi, Rozhina Taghdimi, Shanchieh Jay Yang
Advancing TTP Analysis: Harnessing the Power of Encoder-Only and Decoder-Only Language Models with Retrieval Augmented Generation. CoRR (2024)
Martin Drasar, Ádám Ruman, Pavel Celeda, Shanchieh Jay Yang
The Road Towards Autonomous Cybersecurity Agents: Remedies for Simulation Environments. ESORICS Workshops (2) (2023)
Reza Fayyazi, Shanchieh Jay Yang
On the Uses of Large Language Models to Interpret Ambiguous Cyberattack Descriptions. CoRR (2023)
Martin Husák, Shanchieh Jay Yang, Joseph Khoury, Dorde Klisura, Elias Bou-Harb
Unraveling Network-Based Pivoting Maneuvers: Empirical Insights and Challenges. ICDF2C (2) (2023)
Andrea Corsini, Shanchieh Jay Yang
Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection? CoRR (2023)
Andrea Corsini, Shanchieh Jay Yang
Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection? CNS (2023)
Stephen Moskal, Shanchieh Jay Yang
HeATed Alert Triage (HeAT): Transferrable Learning to Extract Multistage Attack Campaigns. CoRR (2022)
Azqa Nadeem, Sicco Verwer, Stephen Moskal, Shanchieh Jay Yang
Alert-Driven Attack Graph Generation Using S-PDFA. IEEE Trans. Dependable Secur. Comput. 19 (2) (2022)
Haoran Peng, Hanif Rahbari, Shanchieh Jay Yang, Li-Chun Wang
Non-cooperative Learning for Robust Spectrum Sharing in Connected Vehicles with Malicious Agents. GLOBECOM (2022)
Andrea Corsini, Shanchieh Jay Yang, Giovanni Apruzzese
On the Evaluation of Sequential Machine Learning for Network Intrusion Detection. CoRR (2021)
Shanchieh Jay Yang, Ahmet Okutan, Gordon Werner, Shao-Hsuan Su, Ayush Goel, Nathan D. Cahill
Near Real-time Learning and Extraction of Attack Models from Intrusion Alerts. CoRR (2021)
Azqa Nadeem, Sicco Verwer, Shanchieh Jay Yang
SAGE: Intrusion Alert-driven Attack Graph Extractor. VizSec (2021)
Andrea Corsini, Shanchieh Jay Yang, Giovanni Apruzzese
On the Evaluation of Sequential Machine Learning for Network Intrusion Detection. ARES (2021)
Gordon Werner, Shanchieh Jay Yang, Katie McConky
Near real-time intrusion alert aggregation using concept-based learning. CF (2021)
Azqa Nadeem, Sicco Verwer, Stephen Moskal, Shanchieh Jay Yang
Enabling Visual Analytics via Alert-driven Attack Graphs. CCS (2021)
Martin Husák, Giovanni Apruzzese, Shanchieh Jay Yang, Gordon Werner
Towards an Efficient Detection of Pivoting Activity. IM (2021)
Azqa Nadeem, Sicco Verwer, Stephen Moskal, Shanchieh Jay Yang
SAGE: Intrusion Alert-driven Attack Graph Extractor. CoRR (2021)
Stephen Moskal, Shanchieh Jay Yang
Translating Intrusion Alerts to Cyberattack Stages using Pseudo-Active Transfer Learning (PATRL). CNS (2021)
Martin Husák, Tomás Jirsík, Shanchieh Jay Yang
SoK: contemporary issues and challenges to enable cyber situational awareness for network security. ARES (2020)
Aunshul Rege, Shanchieh Jay Yang, Alyssa Mendlein, Katorah Williams, Shao-Hsusan Su, Stephen Moskal
Dissecting Cyberadversarial Intrusion Stages via Interdisciplinary Observations. IWSPA@CODASPY (2020)
Martin Drasar, Stephen Moskal, Shanchieh Jay Yang, Pavol Zat'ko
Session-level Adversary Intent-Driven Cyberattack Simulator. DS-RT (2020)
Stephen Moskal, Shanchieh Jay Yang
Cyberattack Action-Intent-Framework for Mapping Intrusion Observables. CoRR (2020)
Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang
On the Variety and Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks. ACM Trans. Manag. Inf. Syst. 11 (4) (2020)
Ahmet Okutan, Shanchieh Jay Yang
ASSERT: attack synthesis and separation with entropy redistribution towards predictive cyber defense. Cybersecur. 2 (1) (2019)
Chin-Ya Huang, Ching-Wei Lin, Ray-Guang Cheng, Shanchieh Jay Yang, Shiann-Tsong Sheu
Experimental Evaluation of Jamming Threat in LoRaWAN. VTC Spring (2019)
Ahmet Okutan, Shanchieh Jay Yang, Katie McConky, Gordon Werner
CAPTURE: Cyberattack Forecasting Using Non-Stationary Features with Time Lags. CNS (2019)
Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang
Synthetic Intrusion Alert Generation through Generative Adversarial Networks. MILCOM (2019)
Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang
On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks. CoRR (2019)
Ahmet Okutan, Fu-Yuan Cheng, Shao-Hsuan Su, Shanchieh Jay Yang
Dynamic Generation of Empirical Cyberattack Models with Engineered Alert Features. MILCOM (2019)
Stephen Moskal, Shanchieh Jay Yang, Michael E. Kuhl
Extracting and Evaluating Similar and Unique Cyber Attack Strategies from Intrusion Alerts. ISI (2018)
Ahmet Okutan, Shanchieh Jay Yang, Katie McConky
Forecasting Cyber Attacks with Imbalanced Data Sets and Different Time Granularities. CoRR (2018)
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
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)
Ian Perry, Lutzu Li, Christopher Sweet, Shao-Hsuan Su, Fu-Yuan Cheng, Shanchieh Jay Yang, Ahmet Okutan
Differentiating and Predicting Cyberattack Behaviors Using LSTM. DSC (2018)
Haitao Du, Shanchieh Jay Yang
Probabilistic Modeling and Inference for Obfuscated Cyber Attack Sequences. CoRR (2018)
Ahmet Okutan, Gordon Werner, Shanchieh Jay Yang, Katie McConky
Forecasting cyberattacks with incomplete, imbalanced, and insignificant data. Cybersecur. 1 (1) (2018)
Ahmet Okutan, Shanchieh Jay Yang, Katie McConky
Predicting cyber attacks with bayesian networks using unconventional signals. CISRC (2017)
Gordon Werner, Shanchieh Jay Yang, Katie McConky
Time series forecasting of cyber attack intensity. CISRC (2017)
Ahmet Okutan, Gordon Werner, Katie McConky, Shanchieh Jay Yang
POSTER: Cyber Attack Prediction of Threats from Unconventional Resources (CAPTURE). CCS (2017)
Neil Wong Hon Chan, Shanchieh Jay Yang
SCANNER: Sequence clustering of android resource accesses. DSC (2017)
Biru Cui, Shanchieh Jay Yang, Christopher M. Homan
Modeling Information Sharing Behavior on Q&A Forums. PAKDD (2) (2017)
Alexander L. Krall, Michael E. Kuhl, Stephen F. Moskal, Shanchieh Jay Yang
Assessing the likelihood of cyber network infiltration using rare-event simulation. SSCI (2016)
Leah Zhao, Neil Wong Hon Chan, Shanchieh Jay Yang, Roy W. Melton
Privacy Sensitive Resource Access Monitoring for Android Systems. ICCCN (2015)
Biru Cui, Shanchieh Jay Yang
NRE: Suppress Selective Forwarding attacks in Wireless Sensor Networks. CNS (2014)
Stephen Moskal, Ben Wheeler, Derek Kreider, Michael E. Kuhl, Shanchieh Jay Yang
Context Model Fusion for Multistage Network Attack Simulation. MILCOM (2014)
Biru Cui, Shanchieh Jay Yang, Christopher Homan
Non-independent Cascade Formation: Temporal and Spatial Effects. CIKM (2014)
Haitao Du, Shanchieh Jay Yang
Probabilistic Inference for Obfuscated Network Attack Sequences. DSN (2014)
Steven Strapp, Shanchieh Jay Yang
Segmenting Large-Scale Cyber Attacks for Online Behavior Model Generation. SBP (2014)
Biru Cui, Shanchieh Jay Yang
Who Will Follow a New Topic Tomorrow? SBP (2014)
Jared Holsopple, Shanchieh Jay Yang
Handling temporal and functional changes for mission impact assessment. CogSIMA (2013)
Haitao Du, Shanchieh Jay Yang
Sequential modeling for obfuscated network attack action sequences. CNS (2013)
Biru Cui, Stephen Moskal, Haitao Du, Shanchieh Jay Yang
Who Shall We Follow in Twitter for Cyber Vulnerability? SBP (2013)
Ray-Guang Cheng, Po-Yao Tsai, Ping-Chen Lin, Chia-Liang Lian, Tse-Han Liu, Hsien-Cheng Chou, Shiao-Li Tsao, Shanchieh Jay Yang
Design and implementation of a Skype Protocol Analyzer. CNS (2013)
Shanchieh Jay Yang, Dana S. Nau, John J. Salerno
Introduction to the special section on social computing, behavioral-cultural modeling, and prediction. ACM Trans. Intell. Syst. Technol. 4 (3) (2013)
Stephen Moskal, Derek Kreider, Lydia Hays, Ben Wheeler, Shanchieh Jay Yang, Michael E. Kuhl
Simulating attack behaviors in enterprise networks. CNS (2013)
Khiem Tong, Shanchieh Jay Yang, Moises Sudit, Jared Holsopple
Optimizing collection requirements through analysis of plausible impact. FUSION (2011)
Haitao Du, Shanchieh Jay Yang
Discovering Collaborative Cyber Attack Patterns Using Social Network Analysis. SBP (2011)
Haitao Du, Shanchieh Jay Yang
Characterizing Transition Behaviors in Internet Attack Sequences. ICCCN (2011)
Jared Holsopple, Moises Sudit, Michael Nusinov, Daniel F. Liu, Haitao Du, Shanchieh Jay Yang
Enhancing situation awareness via automated situation assessment. IEEE Commun. Mag. 48 (3) (2010)
John S. Salerno, Moises Sudit, Shanchieh Jay Yang, George P. Tadda, Ivan Kadar, Jared Holsopple
Issues and challenges in higher level fusion: Threat/impact assessment and intent modeling (a panel summary). FUSION (2010)
Haitao Du, Daniel F. Liu, Jared Holsopple, Shanchieh Jay Yang
Toward Ensemble Characterization and Projection of Multistage Cyber Attacks. ICCCN (2010)
Jared Holsopple, Shanchieh Jay Yang, Moises Sudit, Adam Stotz
Dynamic Creation of Social Networks for Syndromic Surveillance Using Information Fusion. SBP (2010)
Christopher Murphy, Shanchieh Jay Yang
Clustering of multistage cyber attacks using significant services. FUSION (2010)
Haitao Du, Christopher Murphy, Jordan Bean, Shanchieh Jay Yang
Toward unsupervised classification of non-uniform cyber attack tracks. FUSION (2009)
Shanchieh Jay Yang, Adam Stotz, Jared Holsopple, Moises Sudit, Michael E. Kuhl
High level information fusion for tracking and projection of multistage cyber attacks. Inf. Fusion 10 (1) (2009)
Brian Argauer, Shanchieh Jay Yang
VTAC: virtual terrain assisted impact assessment for cyber attacks. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2008)
Stephen R. Byers, Shanchieh Jay Yang
Real-time fusion and Projection of network intrusion activity. FUSION (2008)
Jared Holsopple, Shanchieh Jay Yang
FuSIA: Future Situation and Impact Awareness. FUSION (2008)
Jared Holsopple, Shanchieh Jay Yang, Brian Argauer
Virtual terrain: a security-based representation of a computer network. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2008)
Shanchieh Jay Yang, Stephen R. Byers, Jared Holsopple, Brian Argauer, Daniel S. Fava
Intrusion activity projection for cyber situational awareness. ISI (2008)
Daniel S. Fava, Stephen R. Byers, Shanchieh Jay Yang
Projecting Cyberattacks Through Variable-Length Markov Models. IEEE Trans. Inf. Forensics Secur. 3 (3) (2008)
Gilbert Hendry, Shanchieh Jay Yang
Intrusion signature creation via clustering anomalies. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2008)
Daniel S. Fava, Jared Holsopple, Shanchieh Jay Yang, Brian Argauer
Terrain and behavior modeling for projecting multistage cyber attacks. FUSION (2007)
Shanchieh Jay Yang, Gustavo de Veciana
Enhancing both network and user performance for networks supporting best effort traffic. IEEE/ACM Trans. Netw. 12 (2) (2004)
Cory C. Cress, Shanchieh Jay Yang, Moises Sudit
Energy efficient data retrieval for networked multi-mode wireless sensors. PE-WASUN (2004)
Shanchieh Jay Yang, Gustavo de Veciana
Bandwidth sharing: the role of user impatience. GLOBECOM (2001)