COM015000 books

Cyber crime stories and tricks used by cyber criminals to trap people and preventive tips to avoid cyber crimes. Key Features -Real-case studies and true events on cyber crime incidents. -Learn how to protect yourself from cyber threats and assist police for crime investigation. -Coverage on financial frauds, social media crimes, mobile payment frauds, and a lot more. Description The book ‘Cybercrime and Preventive Measures' provides a strong and precise introduction to the world of cybercrime and the need of cyber awareness for everyone. It begins with email-related popular cyber crimes such as phishing, spamming, spoofing, email bombing, etc. It talks about the methodologies adopted by cyber criminals to trap people along with some real-case studies (names of victims changed) and preventive measures to be taken to safeguard against email-related cyber crime. This book exposes you to a variety of financial frauds committed by cyber criminals and the modus of operandi they adopt while committing cyber crimes along with numerous case studies. The book keeps you informed about what preventive and safety measures can be exercised so that you can protect yourself, your family, and even your workplace. This book also assists young teenagers and school students about the methods adopted by hackers and how to remain safe while using social media applications and Internet shopping sites. This book talks about the risks involved and preventive measures that need to be taken while using mobile apps. What you will learn -Get familiar with the top rated cyber crime incidents in India. -Understand the different types of cyber crimes and the modus of operandi adopted by the cyber criminals. -Learn to identify and manage cybersecurity threats and protect yourself from cyber vulnerabilities. Who this book is for This book is for everyone, students, or professionals, who are frequently using smartphones, computers, laptops, and smart devices over the Internet. This book guides you to protect yourself from cyber threats while browsing the internet, watching videos over the Internet, using emails, and using social media apps such as WhatsApp, Facebook, Twitter, LinkedIn, or playing online games. Table of Contents 1. Email-related Cybercrimes 2. Financial Frauds and Cybercrime 3. Cybercrime in Social Media 4. Mobile Application-related Frauds 5. To Do List for Working Professionals and Small Businesses 6. Complaint Registration Procedure 7. References About the Authors Priyanka Tomar, is the Director of New Era System Pvt Ltd and has 18 years of experience in various IT fields, including Cyber Security and Cyber Forensics. She has been a guest faculty at CBI Academy, Ghaziabad since 2014 and is also an advisor to government and private organisations on cybersecurity-related issues, R&D projects, etc. She is a regular speaker and discussion panelist at cybersecurity events. She imparts customized Cyber Security Training on cyber security and cyber forensics such as darknet forensics, cryptocurrency forensics, cyber Intelligence & OSINT, Network Forensics, Protecting Critical Infrastructure, Website Security, Blockchain-based solutions, IoT & Smart Cities Solutions, etc. Blog Link: Cybersecurityaudits Sanjay Gautam joined CBI in 2002 and has experience in the investigation of anti-corruption cases and cyber crime cases, including crimes against women and children. He has provided technical assistance in various hi-profile cases. He has attended a number of INTERPOL's Train-the-Trainer workshops in India, Cyprus, and South Korea and was ranked 1st among various INTERPOL countries. He is a regular guest faculty for various Central Training Institutes. He was also invited by UNDP and INTERPOL to deliver a lecture at Kuala Lumpur, Malaysia. He has also attended INTERPOL’s Digital Forensics Experts Meeting in South Korea. He has been imparting training to a large number of police officers from CBI, State Police Forces, Judiciary, Security Agencies, CPOs, etc. from India, SAARC. LinkedIn Bio: Sanjay Gautam

Learn how to redesign NLP applications from scratch. Key Features Get familiar with the basics of any Machine Learning or Deep Learning application. Understand how does preprocessing work in NLP pipeline. Use simple PyTorch snippets to create basic building blocks of the network commonly used in NLP. Get familiar with the advanced embedding technique, Generative network, and Audio signal processing techniques. Description Natural language processing (NLP) is one of the areas where many Machine Learning and Deep Learning techniques are applied. This book covers wide areas, including the fundamentals of Machine Learning, Understanding and optimizing Hyperparameters, Convolution Neural Networks (CNN), and Recurrent Neural Networks (RNN). This book not only covers the classical concept of text processing but also shares the recent advancements. This book will empower users in designing networks with the least computational and time complexity. This book not only covers basics of Natural Language Processing but also helps in deciphering the logic behind advanced concepts/architecture such as Batch Normalization, Position Embedding, DenseNet, Attention Mechanism, Highway Networks, Transformer models and Siamese Networks. This book also covers recent advancements such as ELMo-BiLM, SkipThought, and Bert. This book also covers practical implementation with step by step explanation of deep learning techniques in Topic Modelling, Text Generation, Named Entity Recognition, Text Summarization, and Language Translation. In addition to this, very advanced and open to research topics such as Generative Adversarial Network and Speech Processing are also covered. What you will learn Learn how to leveraging GPU for Deep Learning Learn how to use complex embedding models such as BERT Get familiar with the common NLP applications Learn how to use GANs in NLP Learn how to process Speech data and implementing it in Speech applications Who this book is for This book is a must-read to everyone who wishes to start the career with Machine learning and Deep Learning. This book is also for those who want to use GPU for developing Deep Learning applications. Table of Contents 1. Understanding the basics of learning Process 2. Text Processing Techniques 3. Representing Language Mathematically 4. Using RNN for NLP 5. Applying CNN In NLP Tasks 6. Accelerating NLP with Advanced Embeddings 7. Applying Deep Learning to NLP tasks 8. Application of Complex Architectures in NLP 9. Understanding Generative Networks 10. Techniques of Speech Processing 11. The Road Ahead About the Authors Sunil Patel has completed his master’s in Information Technology from the Indian Institute of Information technology-Allahabad with a thesis focused on investigating 3D protein-protein interactions with deep learning. Sunil has worked with TCS Innovation Labs, Excelra, and Innoplexus before joining to Nvidia. The main areas of research were using Deep Learning, Natural language processing in Banking, and healthcare domain. Sunil started experimenting with deep learning by implanting the basic layer used in pipelines and then developing complex pipelines for a real-life problem. Apart from this, Sunil has also participated in CASP-2014 in collaboration with SCFBIO-IIT Delhi to efficiently predict possible Protein multimer formation and its impact on diseases using Deep Learning. Currently, Sunil works with Nvidia as Data Scientist – III. LinkedIn Profile: https://www.linkedin.com/in/linus1/

A practical book that will help you defend against malicious activities Key Features Learn how attackers infiltrate a network, exfiltrate sensitive data and destroy any evidence on their way out Learn how to choose, design and implement a cybersecurity program that best fits your needs Learn how to improve a cybersecurity program and accompanying cybersecurity posture by checks, balances and cyclic improvement activities Learn to verify, monitor and validate the cybersecurity program by active and passive cybersecurity monitoring activities Learn to detect malicious activities in your environment by implementing Threat Hunting exercises Description Modern Cybersecurity practices will take you on a journey through the realm of Cybersecurity. The book will have you observe and participate in the complete takeover of the network of Company-X, a widget making company that is about to release a revolutionary new widget that has the competition fearful and envious. The book will guide you through the process of the attack on Company-X’s environment, shows how an attacker could use information and tools to infiltrate the companies network, exfiltrate sensitive data and then leave the company in disarray by leaving behind a little surprise for any users to find the next time they open their computer. After we see how an attacker pulls off their malicious goals, the next part of the book will have your pick, design, and implement a security program that best reflects your specific situation and requirements. Along the way, we will look at a variety of methodologies, concepts, and tools that are typically used during the activities that are involved with the design, implementation, and improvement of one’s cybersecurity posture. After having implemented a fitting cybersecurity program and kickstarted the improvement of our cybersecurity posture improvement activities we then go and look at all activities, requirements, tools, and methodologies behind keeping an eye on the state of our cybersecurity posture with active and passive cybersecurity monitoring tools and activities as well as the use of threat hunting exercises to find malicious activity in our environment that typically stays under the radar of standard detection methods like firewall, IDS’ and endpoint protection solutions. What you will learn Explore the different methodologies, techniques, tools, and activities an attacker uses to breach a modern company’s cybersecurity defenses Learn how to design a cybersecurity program that best fits your unique environment Monitor and improve one’s cybersecurity posture by using active and passive security monitoring tools and activities. Who this book is for This book is a must read to everyone involved with establishing, maintaining, and improving their Cybersecurity program and accompanying cybersecurity posture. Table of Contents 1. What’s at stake 2. Define scope 3.Adhere to a security standard 4. Defining the policies 5. Conducting a gap analysis 6. Interpreting the analysis results 7. Prioritizing remediation 8. Getting to a comfortable level 9. Conducting a penetration test 10. Passive security monitoring 11. Active security monitoring 12. Threat hunting 13. Continuous battle 14. Time to reflect About the Authors Pascal Ackerman is a seasoned industrial security professional with a degree in electrical engineering and with 18 years of experience in industrial network design and support, information and network security, risk assessments, pentesting, threat hunting, and forensics.