Security Analytics: A Data Centric Approach to Information Security
暫譯: 安全分析：以數據為中心的信息安全方法
Khurana, Mehak, Mahajan, Shilpa
相關主題
商品描述
The book gives a comprehensive overview of security issues in cyber physical systems by examining and analyzing the vulnerabilities. It also brings current understanding of common web vulnerabilities and its analysis while maintaining awareness and knowledge of contemporary standards, practices, procedures and methods of Open Web Application Security Project. This book is a medium to funnel creative energy and develop new skills of hacking and analysis of security and expedites the learning of the basics of investigating crimes, including intrusion from the outside and damaging practices from the inside, how criminals apply across devices, networks, and the internet at large and analysis of security data.
Features
- Helps to develop an understanding of how to acquire, prepare, visualize security data.
- Unfolds the unventured sides of the cyber security analytics and helps spread awareness of the new technological boons.
- Focuses on the analysis of latest development, challenges, ways for detection and mitigation of attacks, advanced technologies, and methodologies in this area.
- Designs analytical models to help detect malicious behaviour.
The book provides a complete view of data analytics to the readers which include cyber security issues, analysis, threats, vulnerabilities, novel ideas, analysis of latest techniques and technology, mitigation of threats and attacks along with demonstration of practical applications, and is suitable for a wide-ranging audience from graduates to professionals/practitioners and researchers.
商品描述(中文翻譯)
本書全面概述了網路物理系統中的安全問題，通過檢查和分析其脆弱性來進行探討。它還提供了對常見網路脆弱性的當前理解及其分析，同時保持對當代標準、實踐、程序和 Open Web Application Security Project 方法的認識和知識。本書是一個引導創意能量的媒介，幫助發展駭客和安全分析的新技能，加速學習調查犯罪的基礎知識，包括外部入侵和內部破壞行為，犯罪者如何在設備、網路和整個互聯網上進行操作，以及安全數據的分析。
特點
- 幫助讀者理解如何獲取、準備和可視化安全數據。
- 展現網路安全分析中未開發的領域，並幫助提高對新技術優勢的認識。
- 專注於最新發展的分析、挑戰、攻擊的檢測和緩解方法、先進技術及其方法論。
- 設計分析模型以幫助檢測惡意行為。
本書為讀者提供了數據分析的完整視角，包括網路安全問題、分析、威脅、脆弱性、新穎想法、最新技術和技術的分析、威脅和攻擊的緩解，以及實際應用的示範，適合從畢業生到專業人士/實踐者和研究人員的廣泛讀者群。
作者簡介
Dr. Mehak Khurana is a Certified Ethical Hacker (CEH) and has more than 11 years of experience in teaching and research. She is currently working as an Assistant Professor at The NorthCap University, Gurugram. Prior to that, she has worked at HMRITM, GGSIPU. She earned a Ph.D. degree in the field of Information Security and Cryptography. She completed her M. Tech degree with a silver medal in Information Technology from USICT, GGSIPU, Delhi. To better align the department with the industry's best practices, she introduced and designed courses on Penetration Testing, Secure Coding and Software Vulnerabilities, Web and Mobile Security. She also organized International Conference on Cyber Security and Digital Forensics in 2021 in collaboration with Springer as a Convener. Her specialization is cybersecurity, information security, and cryptography. She has published many papers in various reputed National/International Journals and conferences. She has been a mentor to various B. Tech and M. Tech projects. She has been a resource person in various FDPs, workshops, guest lectures, and chaired the session at various Conferences. She is editing books from the various publishers like Springer, CRC Press, etc. She is serving as a reviewer for many reputed Journals and TPC member for various International Conferences.
She has also been involved in activities to improve the standard of the profession. For that, she has coordinated many events in collaboration with IIT Bombay, IIT Madras, and IIIT Delhi. She successfully organized TEDx 2017 and 2019 as a co-curator. She is leading a few chapters and societies in her current university, Institute of Engineers India (IEI) CSE chapter, Programmers Club, Alumni Sub-committee, and Open Web Application Software Project at the North Cap University, and many more.
She is an active member of various global societies, such as the Open Web Application Software Project (OWASP), Optical Society of America (OSA), Women in Appsec (WIA), Cryptology Research Society of India (CRSI).
Dr. Shilpa Mahajan has more than 14 years of teaching experience at postgraduate and undergraduate levels. She is a committed researcher in the field of sensor networks and has done her Ph.D. in the area of Wireless Sensor Network at Guru Nanak Dev University, Amritsar. She completed her post-graduation with distinction from Punjab Engineering College, Chandigarh. She specializes in Cyber Security, Computer Networks, Data Structures, Operating Systems, and Mobile Computing. She has introduced and designed various courses like Network Security and Cyber Security. Presently two doctoral scholars are pursuing their Ph.D. under his supervision. She has guided various M. Tech and B. Tech Projects. She has published many research papers in peer-reviewed reputed international journals and conferences. She has been a resource person in various FDPs, workshops, guest lectures, and seminars.
She is a CCNA certified instructor and has also done certifications in Data Scientist Tools, Exploratory Data Analysis, and Getting and Cleaning Data from Johns Hopkins University. She is a Lifetime member of ISTE. She is a CISCO-certified training instructor for CCNA modules 1, 2, 3, and 4. She has been appointed Advanced Level Instructor this year. She received an appreciation from Cisco Networking Academy for 5 years' active participation. She also set up a CISCO Networking Academy and developed a CISCO lab at NCU, Gurgaon in January 2014.
作者簡介(中文翻譯)
梅哈克·庫拉納博士是一位認證的道德駭客（CEH），擁有超過11年的教學和研究經驗。她目前在古魯格拉姆的北方大學擔任助理教授。在此之前，她曾在HMRITM，GGSIPU工作。她在資訊安全和密碼學領域獲得了博士學位。她在德里USICT，GGSIPU獲得了資訊科技的碩士學位，並以優異成績獲得銀獎。為了更好地使系所與行業最佳實踐對齊，她引入並設計了滲透測試、安全編碼和軟體漏洞、網路和行動安全等課程。她還於2021年與Springer合作，作為召集人組織了國際網路安全與數位取證會議。她的專業領域是網路安全、資訊安全和密碼學。她在多個知名的國內外期刊和會議上發表了許多論文。她曾擔任多個B. Tech和M. Tech專案的導師。她在各種FDP、工作坊、客座講座中擔任資源人員，並在多個會議上主持會議。她正在編輯來自Springer、CRC Press等多家出版社的書籍。她擔任多個知名期刊的審稿人，並是多個國際會議的TPC成員。
她還參與了改善專業標準的活動。為此，她與IIT孟買、IIT馬德拉斯和IIIT德里協調了許多活動。她成功地作為共同策展人組織了2017年和2019年的TEDx活動。她在目前的學校領導幾個章節和社團，包括印度工程師學會（IEI）CSE章節、程式設計師俱樂部、校友小組和北方大學的開放網路應用程式軟體專案等。
她是多個全球社團的活躍成員，如開放網路應用程式軟體專案（OWASP）、美國光學學會（OSA）、應用安全女性（WIA）、印度密碼學研究學會（CRSI）。
希爾帕·馬哈詹博士擁有超過14年的研究生和本科教學經驗。她是一位致力於感測器網路領域的研究者，並在阿姆利則的古魯納克大學獲得無線感測器網路的博士學位。她在昌迪加爾的旁遮普工程學院以優異成績完成了研究生學位。她專精於網路安全、計算機網路、資料結構、作業系統和行動計算。她引入並設計了多個課程，如網路安全和網路安全。目前有兩位博士生在她的指導下攻讀博士學位。她指導了多個M. Tech和B. Tech專案。她在多個同行評審的國際期刊和會議上發表了許多研究論文。她在各種FDP、工作坊、客座講座和研討會中擔任資源人員。
她是一名CCNA認證講師，並且在約翰霍普金斯大學完成了數據科學工具、探索性數據分析和數據獲取與清理的認證。她是ISTE的終身會員。她是CISCO認證的CCNA模組1、2、3和4的培訓講師。今年她被任命為高級講師。她因五年積極參與而獲得CISCO網路學院的表彰。她還於2014年1月在古魯格拉姆的NCU設立了CISCO網路學院並開發了CISCO實驗室。
