03883nam a2200469 a 4500 33689 BD-DhAAL 20250227152959.0 180813t2011 flua b 001 0 eng d 2011006228 9781439839423 (hardback : alk. paper) 1439839425 (hardback : alk. paper) DLC DLC DLC BD-DhAAL pcc QA76.9.D343 D825 2011 005.8 22 Dua, Sumeet. 27844 Data mining and machine learning in cybersecurity / Sumeet Dua, Xian Du. Boca Raton : CRC Press, c2011. xxii, 234 pages : illustrations ; 25 cm. Includes bibliographical references and index. "Introducing basic concepts of machine learning and data mining methodologies for cyber security, this book provides a unified reference for specific machine learning solutions and cybersecurity problems. The authors focus on how to apply machine learning methodologies in cybersecurity, categorizing methods for detecting, scanning, profiling, intrusions, and anomalies. The text presents challenges and solutions in machine learning along with cybersecurity fundamentals. It also describes advanced problems in cybersecurity in the machine learning domain and examines privacy-preserving data mining methods as a proactive security solution"-- "This interdisciplinary assessment is especially useful for students, who typically learn cybersecurity, machine learning, and data mining in independent courses. Machine learning and data mining play significant roles in cybersecurity, especially as more challenges appear with the rapid development of information discovery techniques, such as those originating from the sheer dimensionality and heterogeneous nature of the network data, the dynamic change of threats, and the severe imbalanced classes of normal and anomalous behaviors"-- CSE Md. Faisal Ahmed Lecturer Department of CSE Course name and no. Not Identify (CSE 496) Trim Education 33689, 43850, 43851, 43852 Computer security. 27847 Computer networks Security measures. Data mining. 27845 Machine learning. 27846 Hacking. 25163 COMPUTERS / Database Management / Data Mining 27848 COMPUTERS / Software Development & Engineering / Systems Analysis & Design 27849 COMPUTERS / Security / General 27850 Computer science. 42462 Du, Xian. 27851 Ayesha Abed Library General Stacks ddc BK 39459 39459 0 0 ddc 0 005_800000000000000_DUA 0 64240 BRACUL BRACUL GEN 2018-08-08 Trim Education 5615.00 6 40 005.8 DUA 3010033689 2024-11-20 2024-06-02 1 5615.00 2018-08-08 BK Requisitioned by Sowmitra Das for the course named-'Not Identify Course no.(CSE 496)' 0 0 ddc 0 005_800000000000000_DUA 0 77021 BRACUL BRACUL GEN 2024-12-11 Trim Education 9245.00 3 33 005.8 DUA 3010043850 2026-06-02 2026-03-03 2026-03-03 2 9245.00 2024-12-11 BK Requisitioned by Md. Faisal Ahmed for the course named-'Not Identify Course no.(CSE 496)' 0 0 ddc 0 005_800000000000000_DUA 0 77022 BRACUL BRACUL GEN 2024-12-11 Trim Education 9245.00 3 31 005.8 DUA 3010043852 2026-02-02 2025-08-12 4 9245.00 2024-12-11 BK Requisitioned by Md. Faisal Ahmed for the course named-'Not Identify Course no.(CSE 496)' 0 0 ddc 0 005_800000000000000_DUA 0 77023 BRACUL BRACUL GEN 2024-12-11 Trim Education 9245.00 1 3 005.8 DUA 3010043851 2025-03-04 2025-02-11 3 9245.00 2024-12-11 BK Requisitioned by Md. Faisal Ahmed for the course named-'Not Identify Course no.(CSE 496)'