Phishing Detection Using Content-Based Image Classification
暫譯: 基於內容的圖像分類進行釣魚偵測
Khandelwal, Shekhar, Das, Rik
- 出版商: CRC
- 出版日期: 2024-10-09
- 售價: $1,220
- 貴賓價: 9.5 折 $1,159
- 語言: 英文
- 頁數: 130
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032265027
- ISBN-13: 9781032265025
海外代購書籍(需單獨結帳)
商品描述
Phishing Detection using Content Based Image Classification explores Phishing detection using computer vision through CNN, transfer learning and representation learning, utilizing ML & DL classifiers. This book is primarily aimed at researchers, professionals and students in field of Computer Vision and Cyber Security domain.
商品描述(中文翻譯)
《基於內容的圖像分類的釣魚偵測》探討了如何通過卷積神經網絡（CNN）、遷移學習和表示學習，利用機器學習（ML）和深度學習（DL）分類器進行釣魚偵測。這本書主要針對計算機視覺和網絡安全領域的研究人員、專業人士和學生。
作者簡介
Shekhar Khandelwal is a Data Scientist and works for Ernst & Young (EY) for Data & Analytics team. He has an extensive experience of around 15 years in the industry, and has worked across every sphere of Software Development Lifecycle. He has worked as a product developer, industry solutions developer, data engineer, data scientist and also as a Cloud developer. Previously, he worked for IBM Software labs where he also got a chance to work for industrial IoT based IBM cognitive product development and client deployment using various Watson tools and technologies. He is an industry leader solving challenging Computer Vision, NLP and Predictive Analytics based problems using Machine Learning and Deep Learning.
Dr. Rik Das is currently a Lead Software Engineer in Computer Vision Research at Siemens Advanta, India. Previously he was with Xavier Institute of Social Service, Ranchi, as an Assistant Professor for the Post Graduate Program in Information Technology. Dr.Das has over 17 years of experience in industrial and academic research. He was professionally associated with many leading universities and institutes in India, including Narsee Monjee Institute of Management Studies (NMIMS) (deemed-to-be-university), Globsyn Business School and Maulana Abul Kalam Azad University of Technology. Dr. Das has a Ph.D. (Tech.) in Information Technology from the University of Calcutta. He has also received his M.Tech. (Information Technology) from the University of Calcutta after his B.E. (Information Technology) from the University of Burdwan, West Bengal, India.
作者簡介(中文翻譯)
Shekhar Khandelwal 是一位數據科學家，現任職於安永（Ernst & Young, EY）的數據與分析團隊。他在業界擁有約15年的豐富經驗，並在軟體開發生命週期的各個領域工作過。他曾擔任產品開發者、產業解決方案開發者、數據工程師、數據科學家以及雲端開發者。之前，他在IBM軟體實驗室工作，並有機會參與基於工業物聯網的IBM認知產品開發及客戶部署，使用各種Watson工具和技術。他是業界領袖，專注於解決基於計算機視覺、自然語言處理（NLP）和預測分析的挑戰性問題，並運用機器學習和深度學習技術。
Dr. Rik Das 目前是印度西門子Advanta的計算機視覺研究首席軟體工程師。之前，他在拉賈基（Ranchi）的Xavier社會服務學院擔任資訊科技研究所碩士課程的助理教授。Dr. Das在工業和學術研究方面擁有超過17年的經驗。他曾與印度多所知名大學和研究機構專業合作，包括Narsee Monjee管理研究所（NMIMS）（被認定為大學）、Globsyn商學院和Maulana Abul Kalam Azad科技大學。Dr. Das擁有加爾各答大學的資訊科技博士學位（Ph.D. (Tech.)）。他在獲得西孟加拉邦Burdwan大學的資訊科技學士學位（B.E. (Information Technology)）後，還從加爾各答大學獲得了資訊科技碩士學位（M.Tech. (Information Technology)）。
