Application-Oblivious L7 Parsing Using Recurrent Neural Networks
暂无分享,去创建一个
Chengchen Hu | Qiang Fu | Peng Zhang | Tian Pan | Zhun Sun | Hao Li | Zhengda Bian | Jia Lv | Tian Pan | Peng Zhang | Chengchen Hu | Q. Fu | Zhun Sun | Jia Lv | Zhengda Bian | Hao Li
[1] 김종영. 구글 TensorFlow 소개 , 2015 .
[2] Wojciech Zaremba,et al. An Empirical Exploration of Recurrent Network Architectures , 2015, ICML.
[3] Jeffrey Dean,et al. Distributed Representations of Words and Phrases and their Compositionality , 2013, NIPS.
[4] Rong Jin,et al. Large-scale text categorization by batch mode active learning , 2006, WWW '06.
[5] Patrick Crowley,et al. Algorithms to accelerate multiple regular expressions matching for deep packet inspection , 2006, SIGCOMM.
[6] Li Guo,et al. A semantics aware approach to automated reverse engineering unknown protocols , 2012, 2012 20th IEEE International Conference on Network Protocols (ICNP).
[7] Hao Li,et al. Parsing application layer protocol with commodity hardware for SDN , 2015, 2015 ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS).
[8] Yoshua Bengio,et al. Hierarchical Probabilistic Neural Network Language Model , 2005, AISTATS.
[9] Cheng-Yuan Liou,et al. Autoencoder for words , 2014, Neurocomputing.
[10] Michael C. Mozer,et al. Induction of Multiscale Temporal Structure , 1991, NIPS.
[11] Lukás Burget,et al. Recurrent neural network based language model , 2010, INTERSPEECH.
[12] Eric Torng,et al. FlowSifter: A counting automata approach to layer 7 field extraction for deep flow inspection , 2012, 2012 Proceedings IEEE INFOCOM.
[13] Richard Socher,et al. Dynamic Memory Networks for Visual and Textual Question Answering , 2016, ICML.
[14] Quoc V. Le,et al. Recurrent Neural Networks for Noise Reduction in Robust ASR , 2012, INTERSPEECH.
[15] Helen J. Wang,et al. Generic Application-Level Protocol Analyzer and its Language , 2007, NDSS.
[16] Zhenkai Liang,et al. Polyglot: automatic extraction of protocol message format using dynamic binary analysis , 2007, CCS '07.
[17] Rushi Longadge,et al. Class Imbalance Problem in Data Mining Review , 2013, ArXiv.
[18] George Kurian,et al. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation , 2016, ArXiv.
[19] Yu Zhou,et al. A Semantics-Aware Approach to the Automated Network Protocol Identification , 2016, IEEE/ACM Transactions on Networking.
[20] Christopher Kermorvant,et al. Dropout Improves Recurrent Neural Networks for Handwriting Recognition , 2013, 2014 14th International Conference on Frontiers in Handwriting Recognition.
[21] Kuldip K. Paliwal,et al. Bidirectional recurrent neural networks , 1997, IEEE Trans. Signal Process..
[22] Bin Liu,et al. NetShield: massive semantics-based vulnerability signature matching for high-speed networks , 2010, SIGCOMM '10.
[23] Larry L. Peterson,et al. binpac: a yacc for writing application protocol parsers , 2006, IMC '06.
[24] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[25] Nitish Srivastava,et al. Dropout: a simple way to prevent neural networks from overfitting , 2014, J. Mach. Learn. Res..
[26] Tingting He,et al. Learning semantic representation with neural networks for community question answering retrieval , 2016, Knowl. Based Syst..
[27] Stefan Savage,et al. Unexpected means of protocol inference , 2006, IMC '06.
[28] Chaofan Shen,et al. On Detection Accuracy of L7-filter and OpenDPI , 2012, 2012 Third International Conference on Networking and Distributed Computing.
[29] Yoshua Bengio,et al. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation , 2014, EMNLP.
[30] Sethuraman Panchanathan,et al. Active Batch Selection via Convex Relaxations with Guaranteed Solution Bounds , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[31] John C. Klensin,et al. Simple Mail Transfer Protocol , 2001, RFC.
[32] Yuming Jiang,et al. Deep semantics inspection over big network data at wire speed , 2016, IEEE Network.
[33] Somesh Jha,et al. XFA: Faster Signature Matching with Extended Automata , 2008, 2008 IEEE Symposium on Security and Privacy (sp 2008).
[34] Brighten Godfrey,et al. VeriFlow: verifying network-wide invariants in real time , 2012, HotSDN '12.