Artificial Intelligence and Digital Forensics: Advancements, Applications, Challenges, and Solutions
暫譯: 人工智慧與數位鑑識：進展、應用、挑戰與解決方案
Kumar Chaudhary, Naveen, Patel, Archana, Mishra, Abinash
相關主題
商品描述
Artificial Intelligence (AI) has revolutionized several sectors, with digital forensics being one that has been notably affected by its rapid advancement. AI brings previously unheard-of powers to this field, helping authorities examine large datasets, identify developments, and uncover digital evidence that is essential to cracking cybercrimes. Despite these promising developments, using AI in digital forensics presents problems. The complexity and dynamic nature of cyber-attacks are a significant challenge, demanding the ongoing adaptation of AI models to new attack strategies. This changing environment makes it difficult to create reliable and future-proof solutions. This book explores the advancements, applications, challenges, and solutions that AI brings to the realm of digital forensics.
Artificial Intelligence and Digital Forensics: Advancements, Applications, Challenges, and Solutions includes the latest applications and examples with real data making the book meaningful for readers. It is written in very simple language with each technology having its dedicated chapter that explains how it works and provides an example of a real-world application. Key points and a summary are provided at the end of each chapter to enable the readers to quickly review the major concepts as it presents a practical understanding, so the readers can be better equipped to handle AI-based tools with ease and efficiency. The book provides unconditional support to those who are making decisions by using massive data from their organization and applying the findings to real-world current business scenarios addressing the challenges associated with integrating AI into digital forensics and offering practical solutions. It also offers insights into the ethical use of AI technologies and guidance on navigating legal requirements and ensuring responsible and compliant practices.
This book caters to industry professionals from diverse backgrounds, including engineering, data science, computer science, law enforcement, and legal experts, fostering a holistic understanding of the subject along with providing practical insights and real-world examples.
商品描述(中文翻譯)
人工智慧 (AI) 已經徹底改變了幾個行業，其中數位鑑識是受到其快速進步顯著影響的一個領域。AI 為這個領域帶來了前所未有的能力，幫助當局檢查大量數據集、識別趨勢，並揭露對於破獲網路犯罪至關重要的數位證據。儘管這些發展令人振奮，但在數位鑑識中使用 AI 仍然面臨挑戰。網路攻擊的複雜性和動態性是一個重大挑戰，要求 AI 模型不斷適應新的攻擊策略。這種不斷變化的環境使得創建可靠且未來可持續的解決方案變得困難。本書探討了 AI 在數位鑑識領域帶來的進展、應用、挑戰和解決方案。
《人工智慧與數位鑑識：進展、應用、挑戰與解決方案》包含了最新的應用和真實數據的範例，使本書對讀者具有意義。書中使用非常簡單的語言，每項技術都有專門的章節，解釋其運作方式並提供真實世界應用的範例。每章的結尾提供了重點和摘要，讓讀者能夠快速回顧主要概念，從而呈現實用的理解，使讀者能夠更輕鬆有效地使用基於 AI 的工具。本書無條件支持那些利用組織的大量數據做出決策的人，並將發現應用於當前的商業場景，解決將 AI 整合到數位鑑識中所面臨的挑戰，並提供實用的解決方案。它還提供了對 AI 技術倫理使用的見解，以及在遵循法律要求和確保負責任及合規實踐方面的指導。
本書適合來自不同背景的行業專業人士，包括工程、數據科學、計算機科學、執法和法律專家，促進對該主題的全面理解，同時提供實用的見解和真實世界的範例。
作者簡介
Naveen Kumar Chaudhary has been a Professor of Cyber Security and Dean at the National Forensic Sciences University, Gandhinagar, Gujarat, India, since 2019. He is also a courtesy Research Professor at the Knight Foundation School of Computing and Information Science, Florida International University, Miami, USA. He holds a Bachelor of Technology degree in Information Technology and Telecommunication Engineering, a Master of Engineering degree in Digital Communication, and a Master's in Business Administration. He earned his Ph.D. in Engineering and advanced certifications in Cyber and Network Security. Dr. Chaudhary has extensive experience spanning more than 26 years in engineering education, research, and government and has worked extensively on the formulation and implementation of policies and techno-legal frameworks in the domain of Cybersecurity, e-governance, and Forensic Science. He is actively involved in promoting start-up ecosystems for developing low-cost indigenous Cyber-Forensic solutions. He is editor-in-chief of the NFSU Journal of Cyber Security and Digital Forensics, an IEEE senior member, an honorary life member of the Soft Computing Research Society, and a life member of IETE. He is the recipient of a letter of appreciation for his contribution towards the cause of literacy from Brent St. Denis, MP, Algoma Canada, in 1994 and the Dubai SEWA award for his contribution to cyber security education in 2022.
Archana Patel is an Assistant Professor at the National Forensic Sciences University, Delhi, India. She has worked as a full-time faculty member at the School of Computing and Information Technology, Eastern International University, Binh Duong Province, Vietnam. She has completed her Postdoc at the Freie Universität Berlin, Berlin, Germany. She published a patent entitled "Method and System for Creating Ontology of Knowledge Units In A Computing Environment" in Nov 2019. Dr. Patel received a Doctor of Philosophy (Ph.D.) in Computer Applications and a Master's degree both from the National Institute of Technology (NIT) Kurukshetra, India in 2020 and 2016 respectively. She has qualified GATE and UGC-NET/JRF exams in the year 2017. Dr. Patel has also contributed in a research project funded by the Defence Research and Development Organization (DRDO), for two years. She is an author or co-author of more than 40 publications in numerous referred journals and conference proceedings and has been awarded the best paper award (four times) at international conferences. She has served as a reviewer in various reputed journals and conferences. Dr. Patel has received various awards for presentation of research work at various international conferences, teaching and research institutions. She has edited 10 books served as a guest editor in many well-reputed journals and has served as a keynote at ICOECA-2022 and ICSADL 2022. Her research interests are Ontological Engineering, Semantic Web, Big Data, Expert Systems and Knowledge Warehouse.
Abinash Mishra received his Ph.D. in 2022, from the Department of Computer Applications, National Institute of Technology, Tiruchirappalli, Tamil Nadu, India. He joined the National Forensic Sciences University, Delhi, India as an Assistant Professor in 2022 and served as an Assistant Professor at the Indian Institute of Information Technology Nagpur before joining NFSU. His research interest lies in applying various artificial intelligence approaches to extract useful patterns from different facets of societal challenges of high demand with economic benefit. The main aim of his work is to develop machine learning and deep learning models for various domains like biometrics, forensic science, banking, telecom, and healthcare. He has published various articles in reputed journals and conference proceedings.
Chothmal Kumawat received the B.Tech. degree in electronics and communication engineering from Government Engineering College, Ajmer, Ajmer, India, in 2012, and the M.Tech. (in communication systems) and Ph.D. degrees from the Indian Institute of Technology Roorkee, Roorkee, India, in 2014 and 2023, respectively. From July 2014 to May 2015, he was an Assistant Professor at the Department of Electronics and Communication Engineering, Malviya National Institute of Technology, Jaipur, India. Now, he is working as an Assistant Professor with the School of Cyber Security and Digital Forensics at National Forensic Sciences University, Delhi Campus, New Delhi, India since November 2023. His current research focuses on multimedia forensics.
作者簡介(中文翻譯)
**Naveen Kumar Chaudhary** 自2019年以來擔任印度古吉拉特邦甘地納格爾國立法醫科學大學的網路安全教授及院長。他同時也是美國邁阿密佛羅里達國際大學騎士基金會計算與資訊科學學院的客座研究教授。他擁有資訊科技與電信工程的技術學士學位、數位通信的工程碩士學位，以及工商管理碩士學位。他在工程領域獲得博士學位，並取得網路與網路安全的進階認證。Chaudhary博士在工程教育、研究及政府領域擁有超過26年的豐富經驗，並在網路安全、電子治理及法醫科學領域的政策及技術法律框架的制定與實施方面有廣泛的工作經驗。他積極參與推動創業生態系統，以開發低成本的本土網路法醫解決方案。他是《NFSU網路安全與數位法醫學期刊》的主編，IEEE資深會員，軟計算研究學會的榮譽終身會員，以及IETE的終身會員。他於1994年獲得加拿大阿爾戈馬的國會議員Brent St. Denis頒發的感謝信，以表彰他對識字事業的貢獻，並於2022年獲得迪拜SEWA獎，以表彰他在網路安全教育方面的貢獻。
**Archana Patel** 是印度德里國立法醫科學大學的助理教授。她曾在越南平陽省的東方國際大學計算與資訊技術學院擔任全職教職。她在德國柏林自由大學完成了博士後研究。她於2019年11月發表了一項名為「在計算環境中創建知識單元本體的方法與系統」的專利。Patel博士於2020年和2016年分別在印度庫魯克舍特拉國立技術學院獲得計算應用的哲學博士（Ph.D.）及碩士學位。她於2017年通過了GATE和UGC-NET/JRF考試。Patel博士還參與了一項由國防研究與發展組織（DRDO）資助的研究項目，為期兩年。她是40多篇發表於多個同行評審期刊和會議論文集的著作或合著者，並在國際會議上四次獲得最佳論文獎。她曾擔任多個知名期刊和會議的審稿人。Patel博士因在各種國際會議上展示研究成果而獲得多項獎項，並在教學和研究機構中獲得多項榮譽。她編輯了10本書籍，並在多個知名期刊擔任客座編輯，並在ICOECA-2022和ICSADL 2022擔任主題演講者。她的研究興趣包括本體工程、語義網、大數據、專家系統和知識倉庫。
**Abinash Mishra** 於2022年在印度泰米爾納德邦的國立技術學院提魯吉拉帕利計算應用系獲得博士學位。他於2022年加入印度德里國立法醫科學大學擔任助理教授，並在加入NFSU之前擔任印度信息技術學院納格浦爾的助理教授。他的研究興趣在於應用各種人工智慧方法，從社會挑戰的不同面向中提取有用的模式，以獲得經濟效益。他工作的主要目標是為生物識別、法醫科學、銀行、電信和醫療保健等各個領域開發機器學習和深度學習模型。他在多個知名期刊和會議論文集中發表了多篇文章。
**Chothmal Kumawat** 於2012年在印度阿傑梅爾的政府工程學院獲得電子與通信工程的B.Tech.學位，並於2014年和2023年分別在印度理工學院魯爾基獲得M.Tech.（通信系統）和博士學位。從2014年7月到2015年5月，他在印度斋浦爾的馬爾維亞國立技術學院電子與通信工程系擔任助理教授。自2023年11月以來，他在印度新德里的國立法醫科學大學網路安全與數位法醫學院擔任助理教授。他目前的研究重點是多媒體法醫學。
