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Information Sciences, Volume 231

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Volume 231, May 2013

Special Issue on Data Mining for Information Security

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Yuval Elovici, Lior Rokach, Sahin Albayrak:
Guest editorial: Special issue on data mining for information security. 1-3

Intrusion Detection Systems

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Jungsuk Song, Hiroki Takakura, Yasuo Okabe, Koji Nakao:
Toward a more practical unsupervised anomaly detection system. 4-14
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Cristian Pinzón, Juan Francisco de Paz, Álvaro Herrero, Emilio Corchado, Javier Bajo, Juan M. Corchado:
idMAS-SQL: Intrusion Detection Based on MAS to Detect and Block SQL injection through data mining. 15-31
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Jen-Yan Huang, I-En Liao, Yu-Fang Chung, Kuen-Tzung Chen:
Shielding wireless sensor network using Markovian intrusion detection system with attack pattern mining. 32-44

Detecting Malicious Code

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Farrukh Shahzad, Muhammad Shahzad, Muddassar Farooq:
In-execution dynamic malware analysis and detection by mining information in process control blocks of Linux OS. 45-63
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Igor Santos, Felix Brezo, Xabier Ugarte-Pedrero, Pablo García Bringas:
Opcode sequences as representation of executables for data-mining-based unknown malware detection. 64-82

Privacy and Anonymity

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Rui Chen, Benjamin C. M. Fung, Noman Mohammed, Bipin C. Desai, Ke Wang:
Privacy-preserving trajectory data publishing by local suppression. 83-97
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Farkhund Iqbal, Hamad Binsalleeh, Benjamin C. M. Fung, Mourad Debbabi:
A unified data mining solution for authorship analysis in anonymous textual communications. 98-112
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Ji Young Chun, Dowon Hong, Ik Rae Jeong, Dong Hoon Lee:
Privacy-preserving disjunctive normal form operations on distributed sets. 113-122

Steganalysis

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Mengyu Qiao, Andrew H. Sung, Qingzhong Liu:
MP3 audio steganalysis. 123-134

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