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Shanchieh Jay Yang
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2020 – today
- 2024
- [c63]Ádám Ruman, Martin Drasar
, Lukás Sadlek, Shanchieh Jay Yang
, Pavel Celeda
:
Adversary Tactic Driven Scenario and Terrain Generation with Partial Infrastructure Specification. ARES 2024: 33:1-33:11 - [i13]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 abs/2401.00280 (2024) - 2023
- [c62]Tonmoay Deb, Jürgen Dix, Mingi Jeong, Cristian Molinaro, Andrea Pugliese, Alberto Quattrini Li, Eugene Santos Jr., V. S. Subrahmanian, Shanchieh Yang, Youzhi Zhang:
DUCK: A Drone-Urban Cyber-Defense Framework Based on Pareto-Optimal Deontic Logic Agents. AAAI 2023: 16425-16427 - [c61]Andrea Corsini
, Shanchieh Jay Yang:
Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection? CNS 2023: 1-9 - [c60]Martin Drasar
, Ádám Ruman
, Pavel Celeda
, Shanchieh Jay Yang
:
The Road Towards Autonomous Cybersecurity Agents: Remedies for Simulation Environments. ESORICS Workshops (2) 2023: 738-749 - [c59]Martin Husák
, Shanchieh Jay Yang
, Joseph Khoury
, Dorde Klisura
, Elias Bou-Harb
:
Unraveling Network-Based Pivoting Maneuvers: Empirical Insights and Challenges. ICDF2C (2) 2023: 132-151 - [c58]Sagar Samtani
, Shanchieh Yang
, Hsinchun Chen
:
The 3rd Workshop on Artificial Intelligence-enabled Cybersecurity Analytics. KDD 2023: 5880-5881 - [i12]Reza Fayyazi, Shanchieh Jay Yang:
On the Uses of Large Language Models to Interpret Ambiguous Cyberattack Descriptions. CoRR abs/2306.14062 (2023) - [i11]Andrea Corsini, Shanchieh Jay Yang:
Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection? CoRR abs/2308.14376 (2023) - 2022
- [j9]Azqa Nadeem
, Sicco Verwer
, Stephen Moskal, Shanchieh Jay Yang:
Alert-Driven Attack Graph Generation Using S-PDFA. IEEE Trans. Dependable Secur. Comput. 19(2): 731-746 (2022) - [c57]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: 1769-1775 - [c56]Gordon Werner, Shanchieh Yang:
Discovery of Rare yet Co-occurring Actions with Temporal Characteristics in Episodic Cyberattack Streams. ICCCN 2022: 1-10 - [c55]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 - [i10]Eleftherios E. Vlahakis, Gregory M. Provan, Gordon Werner, Shanchieh Yang, Nikolaos Athanasopoulos:
Quantifying impact on safety from cyber-attacks on cyber-physical systems. CoRR abs/2211.12196 (2022) - [i9]Stephen Moskal, Shanchieh Jay Yang:
HeATed Alert Triage (HeAT): Transferrable Learning to Extract Multistage Attack Campaigns. CoRR abs/2212.13941 (2022) - 2021
- [c54]Andrea Corsini
, Shanchieh Jay Yang, Giovanni Apruzzese
:
On the Evaluation of Sequential Machine Learning for Network Intrusion Detection. ARES 2021: 113:1-113:10 - [c53]Azqa Nadeem
, Sicco Verwer, Stephen Moskal, Shanchieh Jay Yang:
Enabling Visual Analytics via Alert-driven Attack Graphs. CCS 2021: 2420-2422 - [c52]Gordon Werner, Shanchieh Jay Yang, Katie McConky:
Near real-time intrusion alert aggregation using concept-based learning. CF 2021: 152-160 - [c51]Stephen Moskal, Shanchieh Jay Yang:
Translating Intrusion Alerts to Cyberattack Stages using Pseudo-Active Transfer Learning (PATRL). CNS 2021: 110-118 - [c50]Martin Husák, Giovanni Apruzzese, Shanchieh Jay Yang, Gordon Werner:
Towards an Efficient Detection of Pivoting Activity. IM 2021: 980-985 - [c49]Sagar Samtani
, Shanchieh Yang, Hsinchun Chen:
ACM KDD AI4Cyber: The 1st Workshop on Artificial Intelligence-enabled Cybersecurity Analytics. KDD 2021: 4153-4154 - [c48]Azqa Nadeem, Sicco Verwer, Shanchieh Jay Yang:
SAGE: Intrusion Alert-driven Attack Graph Extractor. VizSec 2021: 36-41 - [i8]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 abs/2103.13902 (2021) - [i7]Andrea Corsini, Shanchieh Jay Yang, Giovanni Apruzzese:
On the Evaluation of Sequential Machine Learning for Network Intrusion Detection. CoRR abs/2106.07961 (2021) - [i6]Azqa Nadeem, Sicco Verwer, Stephen Moskal, Shanchieh Jay Yang:
SAGE: Intrusion Alert-driven Attack Graph Extractor. CoRR abs/2107.02783 (2021) - 2020
- [j8]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): 22:1-22:21 (2020) - [c47]Martin Husák
, Tomás Jirsík, Shanchieh Jay Yang:
SoK: contemporary issues and challenges to enable cyber situational awareness for network security. ARES 2020: 2:1-2:10 - [c46]Aunshul Rege, Shanchieh Jay Yang, Alyssa Mendlein, Katorah Williams, Shao-Hsusan Su, Stephen Moskal:
Dissecting Cyberadversarial Intrusion Stages via Interdisciplinary Observations. IWSPA@CODASPY 2020: 71-77 - [c45]Martin Drasar, Stephen Moskal, Shanchieh Jay Yang, Pavol Zat'ko:
Session-level Adversary Intent-Driven Cyberattack Simulator. DS-RT 2020: 1-9 - [i5]Stephen Moskal, Shanchieh Jay Yang:
Cyberattack Action-Intent-Framework for Mapping Intrusion Observables. CoRR abs/2002.07838 (2020)
2010 – 2019
- 2019
- [j7]Ahmet Okutan
, Shanchieh Jay Yang:
ASSERT: attack synthesis and separation with entropy redistribution towards predictive cyber defense. Cybersecur. 2(1): 15 (2019) - [c44]Ahmet Okutan, Shanchieh Jay Yang, Katie McConky, Gordon Werner:
CAPTURE: Cyberattack Forecasting Using Non-Stationary Features with Time Lags. CNS 2019: 205-213 - [c43]Ahmet Okutan, Fu-Yuan Cheng, Shao-Hsuan Su, Shanchieh Jay Yang:
Dynamic Generation of Empirical Cyberattack Models with Engineered Alert Features. MILCOM 2019: 1-6 - [c42]Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang:
Synthetic Intrusion Alert Generation through Generative Adversarial Networks. MILCOM 2019: 1-6 - [c41]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: 1-6 - [i4]Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang:
On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks. CoRR abs/1908.01219 (2019) - 2018
- [j6]Ahmet Okutan
, Gordon Werner, Shanchieh Jay Yang, Katie McConky:
Forecasting cyberattacks with incomplete, imbalanced, and insignificant data. Cybersecur. 1(1): 15 (2018) - [c40]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: 1-8 - [c39]Stephen Moskal, Shanchieh Jay Yang, Michael E. Kuhl:
Extracting and Evaluating Similar and Unique Cyber Attack Strategies from Intrusion Alerts. ISI 2018: 49-54 - [c38]Gordon Werner, Shanchieh Yang, Katie McConky:
Leveraging Intra-Day Temporal Variations to Predict Daily Cyberattack Activity. ISI 2018: 58-63 - [i3]Ahmet Okutan, Shanchieh Jay Yang, Katie McConky:
Forecasting Cyber Attacks with Imbalanced Data Sets and Different Time Granularities. CoRR abs/1803.09560 (2018) - [i2]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 abs/1804.07646 (2018) - [i1]Haitao Du, Shanchieh Jay Yang:
Probabilistic Modeling and Inference for Obfuscated Cyber Attack Sequences. CoRR abs/1809.01562 (2018) - 2017
- [c37]Ahmet Okutan, Gordon Werner, Katie McConky, Shanchieh Jay Yang:
POSTER: Cyber Attack Prediction of Threats from Unconventional Resources (CAPTURE). CCS 2017: 2563-2565 - [c36]Ahmet Okutan, Shanchieh Jay Yang, Katie McConky:
Predicting cyber attacks with bayesian networks using unconventional signals. CISRC 2017: 13:1-13:4 - [c35]Gordon Werner, Shanchieh Jay Yang, Katie McConky:
Time series forecasting of cyber attack intensity. CISRC 2017: 18:1-18:3 - [c34]Neil Wong Hon Chan, Shanchieh Jay Yang:
SCANNER: Sequence clustering of android resource accesses. DSC 2017: 259-266 - [c33]Biru Cui, Shanchieh Jay Yang, Christopher M. Homan:
Modeling Information Sharing Behavior on Q&A Forums. PAKDD (2) 2017: 51-63 - 2016
- [c32]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: 1-7 - 2015
- [c31]Leah Zhao, Neil Wong Hon Chan, Shanchieh Jay Yang, Roy W. Melton:
Privacy Sensitive Resource Access Monitoring for Android Systems. ICCCN 2015: 1-6 - [p4]Haitao Du, Changzhou Wang, Tao Zhang, Shanchieh Jay Yang, Jai J. Choi, Peng Liu:
Cyber Insider Mission Detection for Situation Awareness. Intelligent Methods for Cyber Warfare 2015: 201-217 - [p3]Jared Holsopple, Shanchieh Jay Yang, Moises Sudit:
Mission Impact Assessment for Cyber Warfare. Intelligent Methods for Cyber Warfare 2015: 239-266 - 2014
- [c30]Biru Cui, Shanchieh Jay Yang, Christopher Homan:
Non-independent Cascade Formation: Temporal and Spatial Effects. CIKM 2014: 1923-1926 - [c29]Biru Cui, Shanchieh Jay Yang:
NRE: Suppress Selective Forwarding attacks in Wireless Sensor Networks. CNS 2014: 229-237 - [c28]Haitao Du, Shanchieh Jay Yang:
Probabilistic Inference for Obfuscated Network Attack Sequences. DSN 2014: 57-67 - [c27]Stephen Moskal, Ben Wheeler, Derek Kreider, Michael E. Kuhl, Shanchieh Jay Yang:
Context Model Fusion for Multistage Network Attack Simulation. MILCOM 2014: 158-163 - [c26]Biru Cui, Shanchieh Jay Yang:
Who Will Follow a New Topic Tomorrow? SBP 2014: 43-50 - [c25]Steven Strapp, Shanchieh Jay Yang:
Segmenting Large-Scale Cyber Attacks for Online Behavior Model Generation. SBP 2014: 169-177 - [p2]Jared Holsopple, Moises Sudit, Shanchieh Jay Yang:
Impact Assessment. Cyber Defense and Situational Awareness 2014: 219-238 - [p1]Shanchieh Jay Yang, Haitao Du, Jared Holsopple, Moises Sudit:
Attack Projection. Cyber Defense and Situational Awareness 2014: 239-261 - [e3]William G. Kennedy, Nitin Agarwal, Shanchieh Jay Yang:
Social Computing, Behavioral-Cultural Modeling and Prediction - 7th International Conference, SBP 2014, Washington, DC, USA, April 1-4, 2014. Proceedings. Lecture Notes in Computer Science 8393, Springer 2014, ISBN 978-3-319-05578-7 [contents] - 2013
- [j5]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): 51:1-51:2 (2013) - [c24]Stephen Moskal, Derek Kreider, Lydia Hays, Ben Wheeler, Shanchieh Jay Yang, Michael E. Kuhl:
Simulating attack behaviors in enterprise networks. CNS 2013: 359-360 - [c23]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: 375-376 - [c22]Haitao Du, Shanchieh Jay Yang:
Sequential modeling for obfuscated network attack action sequences. CNS 2013: 389-390 - [c21]Jared Holsopple, Shanchieh Jay Yang:
Handling temporal and functional changes for mission impact assessment. CogSIMA 2013: 212-219 - [c20]Biru Cui, Stephen Moskal, Haitao Du, Shanchieh Jay Yang:
Who Shall We Follow in Twitter for Cyber Vulnerability? SBP 2013: 394-402 - 2012
- [e2]Shanchieh Jay Yang, Ariel M. Greenberg, Mica R. Endsley:
Social Computing, Behavioral - Cultural Modeling and Prediction - 5th International Conference, SBP 2012, College Park, MD, USA, April 3-5, 2012. Proceedings. Lecture Notes in Computer Science 7227, Springer 2012, ISBN 978-3-642-29046-6 [contents] - 2011
- [c19]Khiem Tong, Shanchieh Jay Yang, Moises Sudit, Jared Holsopple:
Optimizing collection requirements through analysis of plausible impact. FUSION 2011: 1-7 - [c18]Haitao Du, Shanchieh Jay Yang:
Characterizing Transition Behaviors in Internet Attack Sequences. ICCCN 2011: 1-6 - [c17]Haitao Du, Shanchieh Jay Yang:
Discovering Collaborative Cyber Attack Patterns Using Social Network Analysis. SBP 2011: 129-136 - [e1]John J. Salerno, Shanchieh Jay Yang, Dana S. Nau, Sun-Ki Chai:
Social Computing, Behavioral-Cultural Modeling and Prediction - 4th International Conference, SBP 2011, College Park, MD, USA, March 29-31, 2011. Proceedings. Lecture Notes in Computer Science 6589, Springer 2011, ISBN 978-3-642-19655-3 [contents] - 2010
- [j4]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): 146-152 (2010) - [c16]Christopher Murphy, Shanchieh Jay Yang:
Clustering of multistage cyber attacks using significant services. FUSION 2010: 1-7 - [c15]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: 1-17 - [c14]Haitao Du, Daniel F. Liu, Jared Holsopple, Shanchieh Jay Yang:
Toward Ensemble Characterization and Projection of Multistage Cyber Attacks. ICCCN 2010: 1-8 - [c13]Jared Holsopple, Shanchieh Jay Yang, Moises Sudit, Adam Stotz:
Dynamic Creation of Social Networks for Syndromic Surveillance Using Information Fusion. SBP 2010: 330-337
2000 – 2009
- 2009
- [j3]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): 107-121 (2009) - [c12]Haitao Du, Christopher Murphy, Jordan Bean, Shanchieh Jay Yang:
Toward unsupervised classification of non-uniform cyber attack tracks. FUSION 2009: 1919-1925 - 2008
- [j2]Daniel S. Fava, Stephen R. Byers, Shanchieh Jay Yang:
Projecting Cyberattacks Through Variable-Length Markov Models. IEEE Trans. Inf. Forensics Secur. 3(3): 359-369 (2008) - [c11]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: 69730F - [c10]Gilbert Hendry, Shanchieh Jay Yang:
Intrusion signature creation via clustering anomalies. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2008: 69730C - [c9]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: 69730E - [c8]Stephen R. Byers, Shanchieh Jay Yang:
Real-time fusion and Projection of network intrusion activity. FUSION 2008: 1-8 - [c7]Jared Holsopple, Shanchieh Jay Yang:
FuSIA: Future Situation and Impact Awareness. FUSION 2008: 1-8 - [c6]Shanchieh Jay Yang, Stephen R. Byers, Jared Holsopple, Brian Argauer, Daniel S. Fava:
Intrusion activity projection for cyber situational awareness. ISI 2008: 167-172 - 2007
- [c5]Daniel S. Fava, Jared Holsopple, Shanchieh Jay Yang, Brian Argauer:
Terrain and behavior modeling for projecting multistage cyber attacks. FUSION 2007: 1-7 - 2004
- [j1]Shanchieh Jay Yang, Gustavo de Veciana:
Enhancing both network and user performance for networks supporting best effort traffic. IEEE/ACM Trans. Netw. 12(2): 349-360 (2004) - [c4]Cory C. Cress, Shanchieh Jay Yang, Moises Sudit:
Energy efficient data retrieval for networked multi-mode wireless sensors. PE-WASUN 2004: 119-120 - 2002
- [c3]Shan-Chieh Yang, Gustavo de Veciana:
Size-based Adaptive Bandwidth Allocation: Optimizing the Average QoS for Elastic Flows. INFOCOM 2002: 657-666 - 2001
- [c2]Shanchieh Jay Yang, Gustavo de Veciana:
Bandwidth sharing: the role of user impatience. GLOBECOM 2001: 2258-2262
1990 – 1999
- 1997
- [c1]Shu-Jen Fang, Yu-Sheng Lin, Shan-Chieh Yang, C. Bernard Shung:
Reactive Bandwidth Arbitration for Priority and Multicasting Control in ATM Switching. ICC (3) 1997: 1724-1728
Coauthor Index
aka: Stephen F. Moskal
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