Hacking
Emmanuel Tsukerman
Organizations today face a major threat in terms of cybersecurity, from malicious URLs to credential reuse, and having robust security systems can make all the difference. With this book, you'll learn how to use Python libraries such as TensorFlow and scikit-learn to implement the latest artificial intelligence (AI) techniques and handle challenges faced by cybersecurity researchers.You'll begin by exploring various machine learning (ML) techniques and tips for setting up a secure lab environment. Next, you'll implement key ML algorithms such as clustering, gradient boosting, random forest, and XGBoost. The book will guide you through constructing classifiers and features for malware, which you'll train and test on real samples. As you progress, you'll build self-learning, reliant systems to handle cybersecurity tasks such as identifying malicious URLs, spam email detection, intrusion detection, network protection, and tracking user and process behavior. Later, you'll apply generative adversarial networks (GANs) and autoencoders to advanced security tasks. Finally, you'll delve into secure and private AI to protect the privacy rights of consumers using your ML models. By the end of this book, you'll have the skills you need to tackle real-world problems faced in the cybersecurity domain using a recipe-based approach.
John Paul Mueller, Rod Stephens
Businesses are leveraging the power of AI to make undertakings that used to be complicated and pricy much easier, faster, and cheaper. The first part of this book will explore these processes in more depth, which will help you in understanding the role security plays in machine learning.As you progress to the second part, you’ll learn more about the environments where ML is commonly used and dive into the security threats that plague them using code, graphics, and real-world references.The next part of the book will guide you through the process of detecting hacker behaviors in the modern computing environment, where fraud takes many forms in ML, from gaining sales through fake reviews to destroying an adversary’s reputation. Once you’ve understood hacker goals and detection techniques, you’ll learn about the ramifications of deep fakes, followed by mitigation strategies.This book also takes you through best practices for embracing ethical data sourcing, which reduces the security risk associated with data. You’ll see how the simple act of removing personally identifiable information (PII) from a dataset lowers the risk of social engineering attacks.By the end of this machine learning book, you'll have an increased awareness of the various attacks and the techniques to secure your ML systems effectively.
Malware Analysis Techniques. Tricks for the triage of adversarial software
Dylan Barker
Malicious software poses a threat to every enterprise globally. Its growth is costing businesses millions of dollars due to currency theft as a result of ransomware and lost productivity. With this book, you'll learn how to quickly triage, identify, attribute, and remediate threats using proven analysis techniques. Malware Analysis Techniques begins with an overview of the nature of malware, the current threat landscape, and its impact on businesses. Once you've covered the basics of malware, you'll move on to discover more about the technical nature of malicious software, including static characteristics and dynamic attack methods within the MITRE ATT&CK framework. You'll also find out how to perform practical malware analysis by applying all that you've learned to attribute the malware to a specific threat and weaponize the adversary's indicators of compromise (IOCs) and methodology against them to prevent them from attacking. Finally, you'll get to grips with common tooling utilized by professional malware analysts and understand the basics of reverse engineering with the NSA's Ghidra platform. By the end of this malware analysis book, you’ll be able to perform in-depth static and dynamic analysis and automate key tasks for improved defense against attacks.
Malware Analysis Techniques. Tricks for the triage of adversarial software
Dylan Barker
Malicious software poses a threat to every enterprise globally. Its growth is costing businesses millions of dollars due to currency theft as a result of ransomware and lost productivity. With this book, you'll learn how to quickly triage, identify, attribute, and remediate threats using proven analysis techniques. Malware Analysis Techniques begins with an overview of the nature of malware, the current threat landscape, and its impact on businesses. Once you've covered the basics of malware, you'll move on to discover more about the technical nature of malicious software, including static characteristics and dynamic attack methods within the MITRE ATT&CK framework. You'll also find out how to perform practical malware analysis by applying all that you've learned to attribute the malware to a specific threat and weaponize the adversary's indicators of compromise (IOCs) and methodology against them to prevent them from attacking. Finally, you'll get to grips with common tooling utilized by professional malware analysts and understand the basics of reverse engineering with the NSA's Ghidra platform. By the end of this malware analysis book, you’ll be able to perform in-depth static and dynamic analysis and automate key tasks for improved defense against attacks.
Zhassulan Zhussupov
Malware Development for Ethical Hackers is a comprehensive guide to the dark side of cybersecurity within an ethical context.This book takes you on a journey through the intricate world of malware development, shedding light on the techniques and strategies employed by cybercriminals. As you progress, you’ll focus on the ethical considerations that ethical hackers must uphold. You’ll also gain practical experience in creating and implementing popular techniques encountered in real-world malicious applications, such as Carbanak, Carberp, Stuxnet, Conti, Babuk, and BlackCat ransomware. This book will also equip you with the knowledge and skills you need to understand and effectively combat malicious software.By the end of this book, you'll know the secrets behind malware development, having explored the intricate details of programming, evasion techniques, persistence mechanisms, and more.*Email sign-up and proof of purchase required
Dominik Robakowski
Kryptologia jest trudna? Może, ale na pewno nie z tą książką! Jeśli słowo "szyfr" budzi w Tobie przyjemny dreszczyk emocji, mamy dla Ciebie prawdziwą gratkę. Już za chwilę poznasz największe tajemnice ludzkości. Prezentowane w tej książce tajemnicze kody służyły dyplomatom, armiom pierwszej i drugiej wojny światowej, wreszcie zimnowojennym szpiegom. Były kamyczkami, które wywołały lawinę rewolucji informatycznej. Bez żadnej przesady - oto szyfry, które decydowały o losach świata. I wciąż o nich decydują. Kryptologia bardzo intensywnie się rozwija. Dziś jest wręcz niezbędna do naszego funkcjonowania. Warto poznać jej podstawy, tak samo jak wypada się orientować w historii, fizyce czy biologii - choćby po to, by być na bieżąco ze współczesną nauką. Poza tym szyfrowanie i deszyfrowanie stanowi znakomitą gimnastykę dla umysłu i dobry sposób na kreatywne spędzenie czasu. Co więcej, prezentowane sposoby ukrywania wiadomości mogą nadal służyć zgodnie ze swoim pierwotnym przeznaczeniem - do ukrywania tego, co niekoniecznie chcemy przekazać wprost...
Dominik Robakowski
Kryptologia jest trudna? Może, ale na pewno nie z tą książką! Jeśli słowo "szyfr" budzi w Tobie przyjemny dreszczyk emocji, mamy dla Ciebie prawdziwą gratkę. Już za chwilę poznasz największe tajemnice ludzkości. Prezentowane w tej książce tajemnicze kody służyły dyplomatom, armiom pierwszej i drugiej wojny światowej, wreszcie zimnowojennym szpiegom. Były kamyczkami, które wywołały lawinę rewolucji informatycznej. Bez żadnej przesady - oto szyfry, które decydowały o losach świata. I wciąż o nich decydują. Kryptologia bardzo intensywnie się rozwija. Dziś jest wręcz niezbędna do naszego funkcjonowania. Warto poznać jej podstawy, tak samo jak wypada się orientować w historii, fizyce czy biologii - choćby po to, by być na bieżąco ze współczesną nauką. Poza tym szyfrowanie i deszyfrowanie stanowi znakomitą gimnastykę dla umysłu i dobry sposób na kreatywne spędzenie czasu. Co więcej, prezentowane sposoby ukrywania wiadomości mogą nadal służyć zgodnie ze swoim pierwotnym przeznaczeniem - do ukrywania tego, co niekoniecznie chcemy przekazać wprost...
Andrew Block, Austin Dewey, Rimantas Mocevicius "rimusz"
Containerization is one of the best ways to implement DevOps, and learning how to execute it effectively is an essential part of a developer’s skillset. Kubernetes is the current industry standard for container orchestration. This book will help you discover the efficiency of managing applications running on Kubernetes with Helm.Starting with a brief introduction to Helm and its impact on users working with containers and Kubernetes, you’ll delve into the primitives of Helm charts and their architecture and use cases. From there, you’ll understand how to write Helm charts in order to automate application deployment on Kubernetes and work your way toward more advanced strategies. These enterprise-ready patterns are focused on concepts beyond the basics so that you can use Helm optimally, looking at topics related to automation, application development, delivery, lifecycle management, and security.By the end of this book, you’ll have learned how to leverage Helm to build, deploy, and manage applications on Kubernetes.
Ashish Kumar, Shashank Kumar, Abbas Kudrati, Sarah...
With the rapid pace of digital change today, especially since the pandemic sped up digital transformation and technologies, it has become more important than ever to be aware of the unknown risks and the landscape of digital threats. This book highlights various risks and shows how business-as-usual operations carried out by unaware or targeted workers can lead your organization to a regulatory or business risk, which can impact your organization’s reputation and balance sheet.This book is your guide to identifying the topmost risks relevant to your business with a clear roadmap of when to start the risk mitigation process and what your next steps should be. With a focus on the new and emerging risks that remote-working companies are experiencing across diverse industries, you’ll learn how to manage risks by taking advantage of zero trust network architecture and the steps to be taken when smart devices are compromised. Toward the end, you’ll explore various types of AI-powered machines and be ready to make your business future-proof.In a nutshell, this book will direct you on how to identify and mitigate risks that the ever- advancing digital technology has unleashed.
Mastering AWS Security. Create and maintain a secure cloud ecosystem
Albert Anthony
Mastering AWS Security starts with a deep dive into the fundamentals of the shared security responsibility model. This book tells you how you can enable continuous security, continuous auditing, and continuous compliance by automating your security in AWS with the tools, services, and features it provides.Moving on, you will learn about access control in AWS for all resources. You will also learn about the security of your network, servers, data and applications in the AWS cloud using native AWS security services. By the end of this book, you will understand the complete AWS Security landscape, covering all aspects of end - to -end software and hardware security along with logging, auditing, and compliance of your entire IT environment in the AWS cloud. Lastly, the book will wrap up with AWS best practices for security.