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2020 – today
- 2024
[c41]Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Bill Yuchen Lin, Radha Poovendran:
SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding. ACL (1) 2024: 5587-5605- [c40]Fengqing Jiang, Zhangchen Xu, Luyao Niu, Zhen Xiang, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran:
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs. ACL (1) 2024: 15157-15173 - [c39]Abdullah Al Maruf, Luyao Niu, Bhaskar Ramasubramanian, Andrew Clark, Radha Poovendran:
Risk-Aware Distributed Multi-Agent Reinforcement Learning. ACC 2024: 4012-4019 - [c38]Fengqing Jiang
, Zhangchen Xu, Luyao Niu, Boxin Wang, Jinyuan Jia, Bo Li, Radha Poovendran:
POSTER: Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications. AsiaCCS 2024 - [c37]Dinuka Sahabandu, Xiaojun Xu, Arezoo Rajabi, Luyao Niu, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran:
POSTER: Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors. AsiaCCS 2024 - [c36]Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Radha Poovendran:
Poster: Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning. AsiaCCS 2024 - [c35]Hongchao Zhang, Luyao Niu, Andrew Clark, Radha Poovendran:
Fault Tolerant Neural Control Barrier Functions for Robotic Systems under Sensor Faults and Attacks. ICRA 2024: 9901-9907 - [c34]Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Bo Li, Radha Poovendran:
ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning. USENIX Security Symposium 2024 - [i35]Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Radha Poovendran:
Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning. CoRR abs/2401.05562 (2024) - [i34]Dinuka Sahabandu, Xiaojun Xu, Arezoo Rajabi, Luyao Niu, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran:
Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors. CoRR abs/2402.08695 (2024) - [i33]Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Bill Yuchen Lin, Radha Poovendran:
SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding. CoRR abs/2402.08983 (2024) - [i32]Fengqing Jiang, Zhangchen Xu, Luyao Niu, Zhen Xiang, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran:
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs. CoRR abs/2402.11753 (2024) - [i31]Hongchao Zhang, Luyao Niu, Andrew Clark, Radha Poovendran:
Fault Tolerant Neural Control Barrier Functions for Robotic Systems under Sensor Faults and Attacks. CoRR abs/2402.18677 (2024) - [i30]He Zhu, Wenjia Zhang, Nuoxian Huang, Boyang Li, Luyao Niu, Zipei Fan, Tianle Lun, Yicheng Tao, Junyou Su, Zhaoya Gong, Chenyu Fang, Xing Liu:
PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval. CoRR abs/2402.19273 (2024) - [i29]Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Bo Li, Radha Poovendran:
ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning. CoRR abs/2405.20975 (2024) - [i28]Zhangchen Xu, Fengqing Jiang, Luyao Niu, Yuntian Deng, Radha Poovendran, Yejin Choi, Bill Yuchen Lin:
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. CoRR abs/2406.08464 (2024) - [i27]Yuetai Li, Zhangchen Xu, Fengqing Jiang, Luyao Niu, Dinuka Sahabandu, Bhaskar Ramasubramanian, Radha Poovendran:
CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models. CoRR abs/2406.12257 (2024) - [i26]Fengqing Jiang, Zhangchen Xu, Luyao Niu, Bill Yuchen Lin, Radha Poovendran:
ChatBug: A Common Vulnerability of Aligned LLMs Induced by Chat Templates. CoRR abs/2406.12935 (2024) - 2023
- [j7]Luyao Niu, Bhaskar Ramasubramanian, Andrew Clark, Radha Poovendran:
Robust Satisfaction of Metric Interval Temporal Logic Objectives in Adversarial Environments. Games 14(2): 30 (2023) - [j6]Zhouchi Li, Luyao Niu, Andrew Clark:
LQG Reference Tracking With Safety and Reachability Guarantees Under Unknown False Data Injection Attacks. IEEE Trans. Autom. Control. 68(2): 1245-1252 (2023) - [j5]Abdullah Al Maruf, Luyao Niu, Andrew Clark, J. Sukarno Mertoguno, Radha Poovendran:
A Timing-Based Framework for Designing Resilient Cyber-Physical Systems under Safety Constraint. ACM Trans. Cyber Phys. Syst. 7(3): 19:1-19:25 (2023) - [c33]Arezoo Rajabi, Dinuka Sahabandu, Luyao Niu, Bhaskar Ramasubramanian, Radha Poovendran:
LDL: A Defense for Label-Based Membership Inference Attacks. AsiaCCS 2023: 95-108 - [c32]Luyao Niu, Abdullah Al Maruf, Andrew Clark, J. Sukarno Mertoguno, Radha Poovendran:
POSTER: A Common Framework for Resilient and Safe Cyber-Physical System Design. AsiaCCS 2023: 1025-1027 - [c31]Abdullah Al Maruf, Luyao Niu, Bhaskar Ramasubramanian, Andrew Clark, Radha Poovendran:
Cognitive Bias-Aware Dissemination Strategies for Opinion Dynamics with External Information Sources. AAMAS 2023: 2769-2771 - [c30]Arezoo Rajabi, Surudhi Asokraj, Fengqing Jiang, Luyao Niu, Bhaskar Ramasubramanian, James A. Ritcey, Radha Poovendran:
MDTD: A Multi-Domain Trojan Detector for Deep Neural Networks. CCS 2023: 2232-2246 - [c29]Luyao Niu, Abdullah Al Maruf, Andrew Clark, J. Sukarno Mertoguno, Radha Poovendran:
A Compositional Resilience Index for Computationally Efficient Safety Analysis of Interconnected Systems. CDC 2023: 7554-7561 - [c28]Shiyu Cheng, Luyao Niu, Andrew Clark, Radha Poovendran:
A Submodular Energy Function Approach to Controlled Islanding with Provable Stability. CDC 2023: 7635-7642 - [c27]Luyao Niu, Andrew Clark, Radha Poovendran:
Necessary and Sufficient Conditions for Satisfying Linear Temporal Logic Constraints Using Control Barrier Certificates. CDC 2023: 8589-8595 - [c26]Abdullah Al Maruf, Luyao Niu, Bhaskar Ramasubramanian, Andrew Clark, Radha Poovendran:
Learning Dissemination Strategies for External Sources in Opinion Dynamic Models with Cognitive Biases. IJCAI 2023: 3-11 - [c25]Jinyuan Jia, Zhuowen Yuan, Dinuka Sahabandu, Luyao Niu, Arezoo Rajabi, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran:
FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning. NeurIPS 2023 - [i25]Luyao Niu, Dinuka Sahabandu, Andrew Clark, Radha Poovendran:
A Hybrid Submodular Optimization Approach to Controlled Islanding with Post-Disturbance Stability Guarantees. CoRR abs/2302.10308 (2023) - [i24]Abdullah Al Maruf, Luyao Niu, Bhaskar Ramasubramanian, Andrew Clark, Radha Poovendran:
Risk-Aware Distributed Multi-Agent Reinforcement Learning. CoRR abs/2304.02005 (2023) - [i23]Luyao Niu, Abdullah Al Maruf, Andrew Clark, J. Sukarno Mertoguno, Radha Poovendran:
A Compositional Resilience Index for Computationally Efficient Safety Analysis of Interconnected Systems. CoRR abs/2304.02058 (2023) - [i22]Arezoo Rajabi, Surudhi Asokraj, Fengqing Jiang, Luyao Niu, Bhaskar Ramasubramanian, James A. Ritcey, Radha Poovendran:
MDTD: A Multi Domain Trojan Detector for Deep Neural Networks. CoRR abs/2308.15673 (2023) - [i21]Fengqing Jiang, Zhangchen Xu, Luyao Niu, Boxin Wang, Jinyuan Jia, Bo Li, Radha Poovendran:
Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications. CoRR abs/2311.16153 (2023) - 2022
- [c24]Dinuka Sahabandu, Luyao Niu, Andrew Clark, Radha Poovendran:
A Submodular Optimization Approach to Stable and Minimally Disruptive Controlled Islanding in Power Systems. ACC 2022: 4587-4594 - [c23]Abdullah Al Maruf, Luyao Niu, Andrew Clark, J. Sukarno Mertoguno, Radha Poovendran:
A Compositional Approach to Safety-Critical Resilient Control for Systems with Coupled Dynamics. CDC 2022: 910-917 - [c22]Luyao Niu, Abdullah Al Maruf, Andrew Clark, J. Sukarno Mertoguno, Radha Poovendran:
An Analytical Framework for Control Synthesis of Cyber-Physical Systems with Safety Guarantee. CDC 2022: 1533-1540 - [c21]Luyao Niu, Zhouchi Li, Andrew Clark:
Abstraction-Free Control Synthesis to Satisfy Temporal Logic Constraints under Sensor Faults and Attacks. CDC 2022: 1568-1575 - [c20]Hongchao Zhang, Shiyu Cheng, Luyao Niu, Andrew Clark:
Barrier Certificate based Safe Control for LiDAR-based Systems under Sensor Faults and Attacks. CDC 2022: 2256-2263 - [c19]Luyao Niu, Dinuka Sahabandu, Andrew Clark, Radha Poovendran:
Verifying Safety for Resilient Cyber-Physical Systems via Reactive Software Restart. ICCPS 2022: 104-115 - [c18]Dinuka Sahabandu, Luyao Niu, Andrew Clark, Radha Poovendran:
A Hybrid Submodular Optimization Approach to Controlled Islanding with Heterogeneous Loads. SmartGridComm 2022: 252-258 - [i20]Abdullah Al Maruf, Luyao Niu, Andrew Clark, J. Sukarno Mertoguno, Radha Poovendran:
A Compositional Approach to Safety-Critical Resilient Control for Systems with Coupled Dynamics. CoRR abs/2204.00512 (2022) - [i19]Luyao Niu, Abdullah Al Maruf, Andrew Clark, J. Sukarno Mertoguno, Radha Poovendran:
An Analytical Framework for Control Synthesis of Cyber-Physical Systems with Safety Guarantee. CoRR abs/2204.00514 (2022) - [i18]Dinuka Sahabandu, Arezoo Rajabi, Luyao Niu, Bo Li, Bhaskar Ramasubramanian, Radha Poovendran:
Game of Trojans: A Submodular Byzantine Approach. CoRR abs/2207.05937 (2022) - [i17]Hongchao Zhang, Shiyu Cheng, Luyao Niu, Andrew Clark:
Barrier Certificate based Safe Control for LiDAR-based Systems under Sensor Faults and Attacks. CoRR abs/2208.05944 (2022) - [i16]Luyao Niu, Zhouchi Li, Andrew Clark:
Abstraction-Free Control Synthesis to Satisfy Temporal Logic Constraints under Sensor Faults and Attacks. CoRR abs/2208.10060 (2022) - [i15]Abdullah Al Maruf, Luyao Niu, Andrew Clark, J. Sukarno Mertoguno, Radha Poovendran:
A Timing-Based Framework for Designing Resilient Cyber-Physical Systems under Safety Constraint. CoRR abs/2208.14282 (2022) - [i14]Arezoo Rajabi, Dinuka Sahabandu, Luyao Niu, Bhaskar Ramasubramanian, Radha Poovendran:
LDL: A Defense for Label-Based Membership Inference Attacks. CoRR abs/2212.01688 (2022) - 2021
- [j4]Luyao Niu, Jie Fu, Andrew Clark:
Optimal Minimum Violation Control Synthesis of Cyber-Physical Systems Under Attacks. IEEE Trans. Autom. Control. 66(3): 995-1008 (2021) - [j3]Bhaskar Ramasubramanian, Luyao Niu, Andrew Clark, Linda Bushnell, Radha Poovendran:
Secure Control in Partially Observable Environments to Satisfy LTL Specifications. IEEE Trans. Autom. Control. 66(12): 5665-5679 (2021) - [j2]Luyao Niu, Andrew Clark:
A Differentially Private Incentive Design for Traffic Offload to Public Transportation. ACM Trans. Cyber Phys. Syst. 5(2): 20:1-20:27 (2021) - [c17]Bhaskar Ramasubramanian, Luyao Niu, Andrew Clark, Radha Poovendran:
Reinforcement Learning Beyond Expectation. CDC 2021: 1528-1535 - [c16]Dinuka Sahabandu, Luyao Niu, Andrew Clark, Radha Poovendran:
Scalable Planning in Multi-Agent MDPs. CDC 2021: 5932-5939 - [c15]Luyao Niu, Hongchao Zhang, Andrew Clark:
Safety-Critical Control Synthesis for Unknown Sampled-Data Systems via Control Barrier Functions. CDC 2021: 6806-6813 - [c14]Luyao Niu, Dinuka Sahabandu, Andrew Clark, Radha Poovendran:
A Game-Theoretic Framework for Controlled Islanding in the Presence of Adversaries. GameSec 2021: 231-250 - [i13]Zhouchi Li, Luyao Niu, Andrew Clark:
LQG Reference Tracking with Safety and Reachability Guarantees under Unknown False Data Injection Attacks. CoRR abs/2103.00387 (2021) - [i12]Dinuka Sahabandu, Luyao Niu, Andrew Clark, Radha Poovendran:
Scalable Planning in Multi-Agent MDPs. CoRR abs/2103.15894 (2021) - [i11]Bhaskar Ramasubramanian, Luyao Niu, Andrew Clark, Radha Poovendran:
Reinforcement Learning Beyond Expectation. CoRR abs/2104.00540 (2021) - [i10]Luyao Niu, Dinuka Sahabandu, Andrew Clark, Radha Poovendran:
A Game-Theoretic Framework for Controlled Islanding in the Presence of Adversaries. CoRR abs/2108.01628 (2021) - [i9]Luyao Niu, Hongchao Zhang, Andrew Clark:
Safety-Critical Control Synthesis for Unknown Sampled-Data Systems via Control Barrier Functions. CoRR abs/2109.13415 (2021) - 2020
- [j1]Luyao Niu, Andrew Clark:
Optimal Secure Control With Linear Temporal Logic Constraints. IEEE Trans. Autom. Control. 65(6): 2434-2449 (2020) - [c13]Luyao Niu, Andrew Clark:
Control Barrier Functions for Abstraction-Free Control Synthesis under Temporal Logic Constraints. CDC 2020: 816-823 - [c12]Bhaskar Ramasubramanian, Luyao Niu, Andrew Clark, Linda Bushnell, Radha Poovendran:
Privacy-Preserving Resilience of Cyber-Physical Systems to Adversaries. CDC 2020: 3785-3792 - [c11]Luyao Niu, Bhaskar Ramasubramanian, Andrew Clark, Linda Bushnell, Radha Poovendran:
Control Synthesis for Cyber-Physical Systems to Satisfy Metric Interval Temporal Logic Objectives under Timing and Actuator Attacks. ICCPS 2020: 162-173 - [i8]Luyao Niu, Bhaskar Ramasubramanian, Andrew Clark, Linda Bushnell, Radha Poovendran:
Control Synthesis for Cyber-Physical Systems to Satisfy Metric Interval Temporal Logic Objectives under Timing and Actuator Attacks. CoRR abs/2001.09978 (2020) - [i7]Bhaskar Ramasubramanian, Luyao Niu, Andrew Clark, Linda Bushnell, Radha Poovendran:
Secure Control in Partially Observable Environments to Satisfy LTL Specifications. CoRR abs/2007.12501 (2020) - [i6]Bhaskar Ramasubramanian, Luyao Niu, Andrew Clark, Linda Bushnell, Radha Poovendran:
Privacy-Preserving Resilience of Cyber-Physical Systems to Adversaries. CoRR abs/2007.13272 (2020) - [i5]Luyao Niu, Andrew Clark:
Control Barrier Functions for Abstraction-Free Control Synthesis under Temporal Logic Constraints. CoRR abs/2007.13925 (2020)
2010 – 2019
- 2019
- [c10]Luyao Niu, Zhouchi Li, Andrew Clark:
LQG Reference Tracking with Safety and Reachability Guarantees under False Data Injection Attacks. ACC 2019: 2950-2957 - [c9]Luyao Niu, Andrew Clark:
A Framework for Joint Attack Detection and Control Under False Data Injection. GameSec 2019: 352-363 - [c8]Bhaskar Ramasubramanian, Luyao Niu, Andrew Clark, Linda Bushnell, Radha Poovendran:
Linear Temporal Logic Satisfaction in Adversarial Environments Using Secure Control Barrier Certificates. GameSec 2019: 385-403 - [i4]Luyao Niu, Andrew Clark:
A Differentially Private Incentive Design for Traffic Offload to Public Transportation. CoRR abs/1906.01683 (2019) - [i3]Luyao Niu, Andrew Clark:
Optimal Secure Control with Linear Temporal Logic Constraints. CoRR abs/1907.07556 (2019) - [i2]Bhaskar Ramasubramanian, Luyao Niu, Andrew Clark, Linda Bushnell, Radha Poovendran:
Linear Temporal Logic Satisfaction in Adversarial Environments using Secure Control Barrier Certificates. CoRR abs/1910.12282 (2019) - 2018
- [c7]Luyao Niu, Andrew Clark:
Secure Control Under Linear Temporal Logic Constraints. ACC 2018: 3544-3551 - [c6]Andrew Clark, Luyao Niu:
Linear Quadratic Gaussian Control Under False Data Injection Attacks. ACC 2018: 5737-5743 - [c5]Luyao Niu, Jie Fu, Andrew Clark:
Minimum Violation Control Synthesis on Cyber-Physical Systems under Attacks. CDC 2018: 262-269 - [c4]Luyao Niu, Andrew Clark:
A Differentially Private and Truthful Incentive Mechanism for Traffic Offload to Public Transportation. GameSec 2018: 366-385 - [i1]Luyao Niu, Jie Fu, Andrew Clark:
Minimum Violation Control Synthesis on Cyber-Physical Systems under Attacks. CoRR abs/1809.00975 (2018) - 2016
- [c3]Luyao Niu, Yuanxiong Guo:
Enabling reliable data center demand response via aggregation. e-Energy 2016: 22:1-22:11 - [c2]Luyao Niu, Yuanxiong Guo, Hongning Li, Miao Pan:
A Nash Bargaining Approach to Emergency Demand Response in Colocation Data Centers. GLOBECOM 2016: 1-6 - [c1]Luyao Niu, Yingyue Fan, Kaveh Pahlavan, Guanxiong Liu, Yishuang Geng:
On the accuracy of Wi-Fi localization using robot and human collected signatures. ICCE 2016: 375-378
Coauthor Index
[c39] [c35] [i31] [j7] [j6] [j5] [c32] [c31] [c29] [c28] [c27] [c26] [i25] [i24] [i23] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [i20] [i19] [i17] [i16] [i15] [j4] [j3] [j2] [c17] [c16] [c15] [c14] [i13] [i12] [i11] [i10] [i9] [j1] [c13] [c12] [c11] [i8] [i7] [i6] [i5] [c10] [c9] [c8] [i4] [i3] [i2] [c7] [c6] [c5] [c4] [i1]
[c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [i35] [i34] [i33] [i32] [i31] [i29] [i28] [i27] [i26] [j7] [j5] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [i25] [i24] [i23] [i22] [i21] [c24] [c23] [c22] [c19] [c18] [i20] [i19] [i18] [i15] [i14] [j3] [c17] [c16] [c14] [i12] [i11] [i10] [c12] [c11] [i8] [i7] [i6] [c8] [i2]
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