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251. Novel and Efficient Identity-Based Authenticated Key Agreement Protocols from Weil Pairings

Author

Guo, Hua, Mu, Yi, Zhang, Xiyong, Li, Zhoujun, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Zhang, Daqing, editor, Portmann, Marius, editor, Tan, Ah-Hwee, editor, and Indulska, Jadwiga, editor

Published
2009
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252. Learning Kernel Matrix from Gene Ontology and Annotation Data for Protein Function Prediction

Author

Chen, Yiming, Li, Zhoujun, Liu, Junwan, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Yu, Wen, editor, He, Haibo, editor, and Zhang, Nian, editor

Published
2009
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253. SPVT-II: An Efficient Security Protocol Verifier Based on Logic Programming

Author

Li, MengJun, Zhou, Ti, Li, ZhouJun, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Yung, Moti, editor, Liu, Peng, editor, and Lin, Dongdai, editor

Published
2009
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254. Boosting Biomedical Information Retrieval Performance through Citation Graph: An Empirical Study

Author

Yin, Xiaoshi, Huang, Xiangji, Hu, Qinmin, Li, Zhoujun, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Theeramunkong, Thanaruk, editor, Kijsirikul, Boonserm, editor, Cercone, Nick, editor, and Ho, Tu-Bao, editor

Published
2009
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255. Constraint Abstraction in Verification of Security Protocols

Author

Zhou, Ti, Li, Zhoujun, Li, Mengjun, Chen, Huowang, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Preparata, Franco P., editor, Wu, Xiaodong, editor, and Yin, Jianping, editor

Published
2008
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261. Hamiltonicity and Pancyclicity of Binary Recursive Networks

Author

Sun, Yun, Li, Zhoujun, Wang, Deqiang, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Stojmenovic, Ivan, editor, Thulasiram, Ruppa K., editor, Yang, Laurence T., editor, Jia, Weijia, editor, Guo, Minyi, editor, and de Mello, Rodrigo Fernandes, editor

Published
2007
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262. Research of Routing Algorithm in Hierarchy-Adaptive P2P Systems

Author

Zhang, Xiao-Ming, Wang, Yi-Jie, Li, ZhouJun, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Stojmenovic, Ivan, editor, Thulasiram, Ruppa K., editor, Yang, Laurence T., editor, Jia, Weijia, editor, Guo, Minyi, editor, and de Mello, Rodrigo Fernandes, editor

Published
2007
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263. Hamiltonian Property on Binary Recursive Networks

Author

Sun, Yun, Li, Zhoujun, Wang, Deqiang, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Preparata, Franco P., editor, and Fang, Qizhi, editor

Published
2007
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264. A New Fuzzy Decision Tree Classification Method for Mining High-Speed Data Streams Based on Binary Search Trees

Author

Li, Zhoujun, Wang, Tao, Wang, Ruoxue, Yan, Yuejin, Chen, Huowang, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Preparata, Franco P., editor, and Fang, Qizhi, editor

Published
2007
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265. Constraints Solution for Time Sensitive Security Protocols

Author

Li, Zhoujun, Zhou, Ti, Li, Mengjun, Chen, Huowang, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Preparata, Franco P., editor, and Fang, Qizhi, editor

Published
2007
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267. Model Checking for BPEL4WS with Time

Author

Gao, Chunming, Li, Jin, Li, Zhoujun, Chen, Huowang, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Chang, Kevin Chen-Chuan, editor, Wang, Wei, editor, Chen, Lei, editor, Ellis, Clarence A., editor, Hsu, Ching-Hsien, editor, Tsoi, Ah Chung, editor, and Wang, Haixun, editor

Published
2007
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268. A New Decision Tree Classification Method for Mining High-Speed Data Streams Based on Threaded Binary Search Trees

Author

Wang, Tao, Li, Zhoujun, Hu, Xiaohua, Yan, Yuejin, Chen, Huowang, Carbonell, Jaime G., editor, Siekmann, J\'org, editor, Washio, Takashi, editor, Zhou, Zhi-Hua, editor, Huang, Joshua Zhexue, editor, Hu, Xiaohua, editor, Li, Jinyan, editor, Xie, Chao, editor, He, Jieyue, editor, Zou, Deqing, editor, Li, Kuan-Ching, editor, and Freire, Mário M., editor

Published
2007
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269. An Abstraction and Refinement Framework for Verifying Security Protocols Based on Logic Programming

Author

Li, MengJun, Zhou, Ti, Li, ZhouJun, Chen, HuoWang, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Cervesato, Iliano, editor

Published
2007
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270. A New Component-Oriented Programming Language with the First-Class Connector

Author

Chen, Bo, Li, ZhouJun, Chen, HuoWang, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Lightfoot, David E., editor, and Szyperski, Clemens, editor

Published
2006
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271. HAND: An Overlay Optimization Algorithm in Peer-to-Peer Systems

Author

Chen, Xiaoming, Li, Zhoujun, Zhuang, Yongzhen, Han, Jinsong, Chen, Lei, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Gerndt, Michael, editor, and Kranzlmüller, Dieter, editor

Published
2006
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272. Mining Maximal Frequent ItemSets Using Combined FP-Tree

Author

Yan, Yuejin, Li, Zhoujun, Wang, Tao, Chen, Yuexin, Chen, Huowang, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Webb, Geoffrey I., editor, and Yu, Xinghuo, editor

Published
2005
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278. Fast Mining Maximal Frequent ItemSets Based on FP-Tree

Author

Yan, Yuejin, Li, Zhoujun, Chen, Huowang, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Atzeni, Paolo, editor, Chu, Wesley, editor, Lu, Hongjun, editor, Zhou, Shuigeng, editor, and Ling, Tok-Wang, editor

Published
2004
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280. A Proof Assistant for Mobile Processes

Author

Du, Xutao, Li, Zhoujun, Goos, Gerhard, editor, Hartmanis, Juris, editor, van Leeuwen, Jan, editor, Zhou, Xingming, editor, Xu, Ming, editor, Jähnichen, Stefan, editor, and Cao, Jiannong, editor

Published
2003
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282. TransLog: A Unified Transformer-based Framework for Log Anomaly Detection

Author

Guo, Hongcheng, Lin, Xingyu, Yang, Jian, Zhuang, Yi, Bai, Jiaqi, Zheng, Tieqiao, Zhang, Bo, and Li, Zhoujun

Subjects
FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Machine Learning (cs.LG)
Abstract

Log anomaly detection is a key component in the field of artificial intelligence for IT operations (AIOps). Considering log data of variant domains, retraining the whole network for unknown domains is inefficient in real industrial scenarios especially for low-resource domains. However, previous deep models merely focused on extracting the semantics of log sequence in the same domain, leading to poor generalization on multi-domain logs. Therefore, we propose a unified Transformer-based framework for log anomaly detection (\ourmethod{}), which is comprised of the pretraining and adapter-based tuning stage. Our model is first pretrained on the source domain to obtain shared semantic knowledge of log data. Then, we transfer the pretrained model to the target domain via the adapter-based tuning. The proposed method is evaluated on three public datasets including one source domain and two target domains. The experimental results demonstrate that our simple yet efficient approach, with fewer trainable parameters and lower training costs in the target domain, achieves state-of-the-art performance on three benchmarks., Comment: 6 pages

Published
2022
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