5 Free Online Courses To Learn Artificial Intelligence

<div dir="ltr" style="text-align: left;" trbidi="on"> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> We are living in the era of fourth industrial revolution(4IR), where Artificial intelligence has a significant role to play. This 4IR technology embedded within societies and even into the human body. From Computer enthusiasts to common people, everyone should be aware and learn this breakthrough technology.</div> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> We think about gigantic Robots from Transformers when we hear about Artificial Intelligence(AI) which is a fiction in the past but a fact today, capable of transforming the whole tech world. The field of AI consists of more than Robots such as personal assistants, self-driving cars, apprenticeship learning, behavior cloning and so on. To learn about this advanced technology, thanks to the online learning resources which offers great content to get started with artificial intelligence.</div> <h3 style="background-color: white; border: 0px; color: #19232d; font-family: Bitter, Arial, sans-serif; font-size: 20px; line-height: 1.5; margin: 0px 0px 24px; padding: 0px; text-rendering: optimizeLegibility; vertical-align: baseline;"> Here are the 5 free e-learning courses on Artificial Intelligence</h3> <h2 style="background-color: white; border: 0px; color: #19232d; font-family: Bitter, Arial, sans-serif; font-size: 22px; line-height: 1.5; margin: 0px 0px 24px; padding: 0px; text-rendering: optimizeLegibility; vertical-align: baseline;"> 1. UC Berkeley CS188 Intro to AI</h2> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> <img alt="" class="aligncenter wp-image-15623 size-full no-display appear" height="559" sizes="(max-width: 923px) 100vw, 923px" src="https://www.technotification.com/wp-content/uploads/2018/04/UCB-compressed.jpg" srcset="https://www.technotification.com/wp-content/uploads/2018/04/UCB-compressed.jpg 923w, https://www.technotification.com/wp-content/uploads/2018/04/UCB-compressed-300x182.jpg 300w, https://www.technotification.com/wp-content/uploads/2018/04/UCB-compressed-500x303.jpg 500w" style="border: 0px; display: block; font-family: inherit; height: auto; margin: 30px auto; max-width: 100%; opacity: 1; padding: 0px; transition: all 0.4s ease-in-out; vertical-align: baseline; will-change: opacity;" width="923" /></div> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> Get started with <a href="http://ai.berkeley.edu/home.html" rel="noopener" style="border: 0px; color: #1e73be; font-family: inherit; margin: 0px; padding: 0px; text-decoration-line: none; transition: all 0.4s ease-in-out; vertical-align: baseline;" target="_blank">UC Berkeley AI course</a>, this course is absolutely for beginners who are unaware of Artificial intelligence. It doesn't need any prior computer knowledge to know about AI. UC Berkeley allows anyone to learn this course for free. This course is systematically presented and consists of the following:</div> <ul style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; list-style-image: initial; list-style-position: initial; margin: 0px 0px 1.74em 35px; padding: 0px; vertical-align: baseline;"> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Course Schedule</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Complete sets of Lecture Slides and Videos</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Interface for Electronic Homework Assignments</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Section Handouts</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Specs for the Pacman Projects</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Source files and PDFs of past Berkeley CS188 exams</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Form to apply for edX hosted autograders for homework and projects (and more)</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Contact information</li> </ul> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> Aside from this, you can also browse the following courses as well from UC Berkeley that are part of AI course:</div> <ul style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; list-style-image: initial; list-style-position: initial; margin: 0px 0px 1.74em 35px; padding: 0px; vertical-align: baseline;"> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Machine Learning: CS189, Stat154</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Intro to Data Science: CS194-16</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Probability: EE126, Stat134</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Optimization: EE127</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Cognitive Modeling: CogSci131</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Machine Learning Theory: CS281A, CS281B</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Vision: CS280</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Robotics: CS287</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Natural Language Processing: CS288</li> </ul> <h2 style="background-color: white; border: 0px; color: #19232d; font-family: Bitter, Arial, sans-serif; font-size: 22px; line-height: 1.5; margin: 0px 0px 24px; padding: 0px; text-rendering: optimizeLegibility; vertical-align: baseline;"> 2. Artificial Intelligence: Principles and Techniques</h2> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> <img alt="" class="aligncenter wp-image-15624 size-full no-display appear" height="657" sizes="(max-width: 1354px) 100vw, 1354px" src="https://www.technotification.com/wp-content/uploads/2018/04/Stanford-compressed.jpg" srcset="https://www.technotification.com/wp-content/uploads/2018/04/Stanford-compressed.jpg 1354w, https://www.technotification.com/wp-content/uploads/2018/04/Stanford-compressed-300x146.jpg 300w, https://www.technotification.com/wp-content/uploads/2018/04/Stanford-compressed-500x243.jpg 500w, https://www.technotification.com/wp-content/uploads/2018/04/Stanford-compressed-1024x497.jpg 1024w" style="border: 0px; display: block; font-family: inherit; height: auto; margin: 30px auto; max-width: 100%; opacity: 1; padding: 0px; transition: all 0.4s ease-in-out; vertical-align: baseline; will-change: opacity;" width="1354" /></div> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> This <a href="http://web.stanford.edu/class/cs221/" rel="noopener" style="border: 0px; color: #1e73be; font-family: inherit; margin: 0px; padding: 0px; text-decoration-line: none; transition: all 0.4s ease-in-out; vertical-align: baseline;" target="_blank">course is offered by Stanford</a> with great content that includes topics, videos, assignments, projects, and exams. The whole course mainly focuses on the complex real-world problems and try to find similarity between web search, speech recognition, face recognition, machine translation, autonomous driving, and automatic scheduling. Here you will learn the foundational principles of AI and implement some the AI systems. The goal of this course is to help you tackle the real-world situations with the help of AI tools. So, it is the best for the beginner to get started with AI.</div> <h2 id="cs-294-deep-reinforcement-learning-fall-2017" style="background-color: white; border: 0px; color: #19232d; font-family: Bitter, Arial, sans-serif; font-size: 22px; line-height: 1.5; margin: 0px 0px 24px; padding: 0px; text-rendering: optimizeLegibility; vertical-align: baseline;"> 3. Learn with GOOGLE AI</h2> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> <img alt="" class="aligncenter wp-image-15625 size-full no-display appear" height="667" sizes="(max-width: 1353px) 100vw, 1353px" src="https://www.technotification.com/wp-content/uploads/2018/04/Learnwithgoogle-compressed.jpg" srcset="https://www.technotification.com/wp-content/uploads/2018/04/Learnwithgoogle-compressed.jpg 1353w, https://www.technotification.com/wp-content/uploads/2018/04/Learnwithgoogle-compressed-300x148.jpg 300w, https://www.technotification.com/wp-content/uploads/2018/04/Learnwithgoogle-compressed-500x246.jpg 500w, https://www.technotification.com/wp-content/uploads/2018/04/Learnwithgoogle-compressed-1024x505.jpg 1024w" style="border: 0px; display: block; font-family: inherit; height: auto; margin: 30px auto; max-width: 100%; opacity: 1; padding: 0px; transition: all 0.4s ease-in-out; vertical-align: baseline; will-change: opacity;" width="1353" /></div> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> Who will dislike the course from Google? absolutely no one. This company is one of the early adopters of AI has a lot to offer to learners. <a href="https://ai.google/education/#?modal_active=none" rel="noopener" style="border: 0px; color: #1e73be; font-family: inherit; margin: 0px; padding: 0px; text-decoration-line: none; transition: all 0.4s ease-in-out; vertical-align: baseline;" target="_blank">Learn with Google AI</a> is an education platform for people at all experience levels, it is free to access and browse content. The education resources provided by Google is from the machine learning experts of the company. These resources are the collections of lessons, tutorials, and Hands-on exercises that help you start learning, building, and problem-solving.</div> <h2 class="site-title" style="background-color: white; border: 0px; color: #19232d; font-family: Bitter, Arial, sans-serif; font-size: 22px; line-height: 1.5; margin: 0px 0px 24px; padding: 0px; text-rendering: optimizeLegibility; vertical-align: baseline;"> 4. MIT 6.S094: Deep Learning for Self-Driving Cars</h2> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> <img alt="" class="aligncenter wp-image-15626 size-full no-display appear" height="659" sizes="(max-width: 1353px) 100vw, 1353px" src="https://www.technotification.com/wp-content/uploads/2018/04/MIT-compressed.jpg" srcset="https://www.technotification.com/wp-content/uploads/2018/04/MIT-compressed.jpg 1353w, https://www.technotification.com/wp-content/uploads/2018/04/MIT-compressed-300x146.jpg 300w, https://www.technotification.com/wp-content/uploads/2018/04/MIT-compressed-500x244.jpg 500w, https://www.technotification.com/wp-content/uploads/2018/04/MIT-compressed-1024x499.jpg 1024w" style="border: 0px; display: block; font-family: inherit; height: auto; margin: 30px auto; max-width: 100%; opacity: 1; padding: 0px; transition: all 0.4s ease-in-out; vertical-align: baseline; will-change: opacity;" width="1353" /></div> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> This course gives the practical <a href="https://selfdrivingcars.mit.edu/" rel="noopener" style="border: 0px; color: #1e73be; font-family: inherit; margin: 0px; padding: 0px; text-decoration-line: none; transition: all 0.4s ease-in-out; vertical-align: baseline;" target="_blank">overview of Deep Learning and AI</a>. It is the course for beginners, also for the people who are getting started with Machine Learning. The course also offers a lot of benefits to the experienced and advanced researchers in the field deep learning. This MIT's course takes people into the journey of Deep Learning with the applied theme of building Self-Driving cars. However, the course also offers slides and videos to engage the learners.</div> <h2 class="head-2 medium-up-head-1 text--bold margin-bottom-xsmall medium-up-margin-bottom-small xlarge-up-margin-bottom-xsmall" id="course-title" style="background-color: white; border: 0px; color: #19232d; font-family: Bitter, Arial, sans-serif; font-size: 22px; line-height: 1.5; margin: 0px 0px 24px; padding: 0px; text-rendering: optimizeLegibility; vertical-align: baseline;"> 5. Fundamentals of Deep Learning for Computer Vision</h2> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> <img alt="" class="aligncenter wp-image-15627 size-full no-display appear" height="601" sizes="(max-width: 1351px) 100vw, 1351px" src="https://www.technotification.com/wp-content/uploads/2018/04/Nvidia-compressed.jpg" srcset="https://www.technotification.com/wp-content/uploads/2018/04/Nvidia-compressed.jpg 1351w, https://www.technotification.com/wp-content/uploads/2018/04/Nvidia-compressed-300x133.jpg 300w, https://www.technotification.com/wp-content/uploads/2018/04/Nvidia-compressed-500x222.jpg 500w, https://www.technotification.com/wp-content/uploads/2018/04/Nvidia-compressed-1024x456.jpg 1024w" style="border: 0px; display: block; font-family: inherit; height: auto; margin: 30px auto; max-width: 100%; opacity: 1; padding: 0px; transition: all 0.4s ease-in-out; vertical-align: baseline; will-change: opacity;" width="1351" /></div> <div style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; margin-bottom: 1.74em; padding: 0px; vertical-align: baseline;"> This course is offered by <a href="https://www.class-central.com/course/fundamentals-of-deep-learning-for-computer-vision-10730" rel="noopener" style="border: 0px; color: #1e73be; font-family: inherit; margin: 0px; padding: 0px; text-decoration-line: none; transition: all 0.4s ease-in-out; vertical-align: baseline;" target="_blank">Nvidia and Nvidia Deep learning Institute</a>. Computer Vision is one of the disciplines of AI that acquire, analyze, process, and understand images. The course is completely free and everyone who is enthusiast about AI can access and learn the course. It is a hands-on course that able to provide basics of deep learning and deployment of neural networks. With this. you will also learn the following:</div> <ul style="background-color: white; border: 0px; color: #0a0909; font-family: Muli, Arial, sans-serif; font-size: 16px; list-style-image: initial; list-style-position: initial; margin: 0px 0px 1.74em 35px; padding: 0px; vertical-align: baseline;"> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Identify the ingredients required to start a Deep Learning project.</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Train a deep neural network to correctly classify images it has never seen before.</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Deploy deep neural networks into applications.</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Identify techniques for improving the performance of deep learning applications.</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Assess the types of problems that are candidates for deep learning.</li> <li style="border: 0px; font-family: inherit; margin: 0px; padding: 0px; vertical-align: baseline;">Modify neural networks to change their behavior.</li> </ul> </div><h4>More articles</h4><br><ul><li> <a href="https://www.google.qa/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fvideos.hacking.land%2F2020%2F06%2F2020-sala-espin-entrevista-chema-alonso.html">Nsa Hacker Tools </a></li><li> <a href="https://www.google.de/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fvideo.hacking.reviews%2F2020%2F08%2Fdef-con-safe-mode-red-team-village_79.html">Hacker Tools Linux </a></li><li> <a href="https://www.google.uz/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fwww.blackploit.com%2F2014%2F04%2Fvulnerabilidad-critica-en-openssl-cve.html">Hacking Tools Windows </a></li><li> <a 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5 Free Online Courses To Learn Artificial Intelligence

We are living in the era of fourth industrial revolution(4IR), where Artificial intelligence has a significant role to play. This 4IR tech...

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How Do I Get Started With Bug Bounty ?

<div dir="ltr" style="text-align: left;" trbidi="on"> <b><span style="font-size: large;">How do I get started with bug bounty hunting? How do I improve my skills?</span></b><br /> <br /> <br /> <br /> These are some simple steps that every bug bounty hunter can use to get started and improve their skills:<br /> <br /> <b><span style="font-size: x-large;">Learn to make it; then break it!</span></b><br /> A major chunk of the hacker's mindset consists of wanting to learn more. In order to really exploit issues and discover further potential vulnerabilities, hackers are encouraged to learn to build what they are targeting. By doing this, there is a greater likelihood that hacker will understand the component being targeted and where most issues appear. For example, when people ask me how to take over a sub-domain, I make sure they understand the Domain Name System (DNS) first and let them set up their own website to play around attempting to "claim" that domain.<br /> <br /> <span style="font-size: x-large;">Read books. Lots of books.</span><br /> One way to get better is by reading fellow hunters' and hackers' write-ups. Follow /r/netsec and Twitter for fantastic write-ups ranging from a variety of security-related topics that will not only motivate you but help you improve. For a list of good books to read, please refer to "What books should I read?".<br /> <br /> <span style="font-size: x-large;"><b>Join discussions and ask questions.</b></span><br /> As you may be aware, the information security community is full of interesting discussions ranging from breaches to surveillance, and further. The bug bounty community consists of hunters, security analysts, and platform staff helping one and another get better at what they do. There are two very popular bug bounty forums: Bug Bounty Forum and Bug Bounty World.<br /> <br /> <b><span style="font-size: x-large;">Participate in open source projects; learn to code.</span></b><br /> Go to https://github.com/explore or https://gitlab.com/explore/projects and pick a project to contribute to. By doing so you will improve your general coding and communication skills. On top of that, read https://learnpythonthehardway.org/ and https://linuxjourney.com/.<br /> <br /> <span style="font-size: x-large;"><b>Help others. If you can teach it, you have mastered it.</b></span><br /> Once you discover something new and believe others would benefit from learning about your discovery, publish a write-up about it. Not only will you help others, you will learn to really master the topic because you can actually explain it properly.<br /> <br /> Smile when you get feedback and use it to your advantage.<br /> The bug bounty community is full of people wanting to help others so do not be surprised if someone gives you some constructive feedback about your work. Learn from your mistakes and in doing so use it to your advantage. I have a little physical notebook where I keep track of the little things that I learnt during the day and the feedback that people gave me.<br /> <br /> <br /> <span style="font-size: x-large;"><b>Learn to approach a target.</b></span><br /> The first step when approaching a target is always going to be reconnaissance — preliminary gathering of information about the target. If the target is a web application, start by browsing around like a normal user and get to know the website's purpose. Then you can start enumerating endpoints such as sub-domains, ports and web paths.<br /> <br /> A woodsman was once asked, "What would you do if you had just five minutes to chop down a tree?" He answered, "I would spend the first two and a half minutes sharpening my axe."<br /> As you progress, you will start to notice patterns and find yourself refining your hunting methodology. You will probably also start automating a lot of the repetitive tasks.<br /> <br /></div><h3>More info</h3><br><ol><li> <a href="https://www.google.be/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fexploit.kitploit.com%2F2020%2F07%2Fpmb-56-cross-site-scripting.html">Hack Rom Tools </a></li><li> <a href="https://www.google.az/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fvideos.hacking.land%2F2020%2F07%2Fattpwn-emulacion-de-un-ataque-de.html">Best Pentesting Tools 2018 </a></li><li> <a href="https://www.google.ch/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fwww.kitploit.com%2F2020%2F05%2Fshellerator-simple-cli-tool-for.html">Hacking Tools Kit </a></li><li> <a href="https://www.google.ca/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Famp.kitploit.com%2F2020%2F08%2Fdeimosc2-golang-command-and-control.html">Pentest Tools Website Vulnerability </a></li><li> <a href="https://www.google.mn/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fwww.hacking.reviews%2F2020%2F08%2Furlbuster-powerful-mutable-web.html">What Is Hacking Tools </a></li><li> <a href="https://www.google.lt/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fvideos.hacking.land%2F2020%2F08%2Finstalar-kali-linux-2020-sin-imagen-iso.html">Hacking Tools For Pc </a></li><li> <a href="https://www.google.st/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fexploit.kitploit.com%2F2020%2F07%2Fbludit-392-directory-traversal.html">Hacker Tools Software </a></li><li> <a href="https://www.google.kz/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fvideos.hacking.land%2F2020%2F05%2Fpassword-cracking-offlineonline-hashcat.html">Blackhat Hacker Tools </a></li><li> <a href="https://www.google.mg/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fvideos.hacking.land%2F2020%2F06%2Fattpwn-adversary-emulation-plan.html">Best Pentesting Tools 2018 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How Do I Get Started With Bug Bounty ?

How do I get started with bug bounty hunting? How do I improve my skills? These are some simple steps that every bug bounty hunter can ...

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Blockchain Exploitation Labs - Part 3 Exploiting Integer Overflows And Underflows

<br /> <br /> <br /> In part 1 and 2 we covered re-entrancy and authorization attack scenarios within the Ethereum smart contract environment. In this blog we will cover integer attacks against blockchain decentralized applications (DAPs) coded in Solidity. <br /> <br /> <h3> <span style="color: #6aa84f;">Integer Attack Explanation:</span></h3> An integer overflow and underflow happens when a check on a value is used with an unsigned integer, which either adds or subtracts beyond the limits the variable can hold. If you remember back to your computer science class each variable type can hold up to a certain value length. You will also remember some variable types only hold positive numbers while others hold positive and negative numbers. <br /> <br /> If you go outside of the constraints of the number type you are using it may handle things in different ways such as an error condition or perhaps cutting the number off at the maximum or minimum value. <br /> <br /> In the Solidity language for Ethereum when we reach values past what our variable can hold it in turn wraps back around to a number it understands. So for example if we have a variable that can only hold a 2 digit number when we hit 99 and go past it, we will end up with 00. Inversely if we had 00 and we subtracted 1 we would end up with 99. <br /> <br /> <br /> Normally in your math class the following would be true: <br /> <br /> <span style="color: #6aa84f;">99 + 1 = 100 <br />00 - 1 = -1 </span><br /> <br /> In solidity with unsigned numbers the following is true: <br /> <span style="color: #6aa84f;"><br />99 + 1 = 00 <br />00 - 1 = 99 </span><br /> <br /> <br /> So the issue lies with the assumption that a number will fail or provide a correct value in mathematical calculations when indeed it does not. So comparing a variable with a require statement is not sufficiently accurate after performing a mathematical operation that does not check for safe values.<br /> <br /> That comparison may very well be comparing the output of an over/under flowed value and be completely meaningless. The Require statement may return true, but not based on the actual intended mathematical value. This in turn will lead to an action performed which is beneficial to the attacker for example checking a low value required for a funds validation but then receiving a very high value sent to the attacker after the initial check. Lets go through a few examples. <br /> <br /> <h3> <span style="color: #6aa84f;">Simple Example: </span></h3> Lets say we have the following Require check as an example: <br /> <span style="color: #6aa84f;">require(balance - withdraw_amount > 0) ; </span><br /> <br /> <br /> Now the above statement seems reasonable, if the users balance minus the withdrawal amount is less than 0 then obviously they don't have the money for this transaction correct?<br /> <br /> This transaction should fail and produce an error because not enough funds are held within the account for the transaction. But what if we have 5 dollars and we withdraw 6 dollars using the scenario above where we can hold 2 digits with an unsigned integer? <br /> <br /> Let's do some math. <br /> <span style="color: #6aa84f;">5 - 6 = 99 </span><br /> <br /> Last I checked 99 is greater than 0 which poses an interesting problem. Our check says we are good to go, but our account balance isn't large enough to cover the transaction. The check will pass because the underflow creates the wrong value which is greater than 0 and more funds then the user has will be transferred out of the account.<br /> <br /> Because the following math returns true: <br /> <span style="color: #6aa84f;"> </span><span style="color: #6aa84f;">require(99 > 0) </span><br /> <br /> <h3> <span style="color: #6aa84f;">Withdraw Function Vulnerable to an UnderFlow: </span></h3> The below example snippet of code illustrates a withdraw function with an underflow vulnerability: <br /> <br /> <span style="color: #6aa84f;">function withdraw(uint _amount){ <br /><br />    require(balances[msg.sender] - _amount > 0); <br />    msg.sender.transfer(_amount); <br />    balances[msg.sender] -= _amount; <br /><br />} </span><br /> <br /> In this example the require line checks that the balance is greater then 0 after subtracting the _amount but if the _amount is greater than the balance it will underflow to a value above 0 even though it should fail with a negative number as its true value. <br /> <br /> <span style="color: #6aa84f;">require(balances[msg.sender] - _amount > 0); </span><br /> <br /> <br /> It will then send the value of the _amount variable to the recipient without any further checks: <br /> <br /> <span style="color: #6aa84f;">msg.sender.transfer(_amount); </span><br /> <br /> Followed by possibly increasing the value of the senders account with an underflow condition even though it should have been reduced: <br /> <br /> <span style="color: #6aa84f;">balances[msg.sender] -= _amount; </span><br /> <br /> <br /> Depending how the Require check and transfer functions are coded the attacker may not lose any funds at all but be able to transfer out large sums of money to other accounts under his control simply by underflowing the require statements which checks the account balance before transferring funds each time. <br /> <br /> <h3> <span style="color: #6aa84f;">Transfer Function Vulnerable to a Batch Overflow: </span></h3> Overflow conditions often happen in situations where you are sending a batched amount of values to recipients. If you are doing an airdrop and have 200 users who are each receiving a large sum of tokens but you check the total sum of all users tokens against the total funds it may trigger an overflow. The logic would compare a smaller value to the total tokens and think you have enough to cover the transaction for example if your integer can only hold 5 digits in length or 00,000 what would happen in the below scenario? <br /> <br /> <br /> You have 10,000 tokens in your account <br /> You are sending 200 users 499 tokens each <br /> Your total sent is 200*499 or 99,800 <br /> <br /> The above scenario would fail as it should since we have 10,000 tokens and want to send a total of 99,800. But what if we send 500 tokens each? Lets do some more math and see how that changes the outcome.<br /> <br /> <br /> You have 10,000 tokens in your account <br /> You are sending 200 users 500 tokens each <br /> Your total sent is 200*500 or 100,000 <br /> New total is actually 0 <br /> <br /> This new scenario produces a total that is actually 0 even though each users amount is 500 tokens which may cause issues if a require statement is not handled with safe functions which stop an overflow of a require statement. <br /> <br /> <br /> <br /> Lets take our new numbers and plug them into the below code and see what happens: <br /> <br /> <span style="color: #6aa84f;">1. uint total = _users.length * _tokens; <br />2. require(balances[msg.sender] >= total);<br />3. balances[msg.sender] = balances[msg.sender] -total; <br /><br />4. for(uint i=0; i < users.length; i++){ </span><br /> <span style="color: #6aa84f;">5.       balances[_users[i]] = balances[_users[i]] + _value; </span><br /> <br /> <br /> <br /> Same statements substituting the variables for our scenarios values:<br /> <br /> <span style="color: #6aa84f;">1. uint total = _200 * 500; <br />2. require(10,000 >= 0);<br />3. balances[msg.sender] = 10,000 - 0; <br /><br />4. for(uint i=0; i < 500; i++){ </span><br /> <span style="color: #6aa84f;">5.      balances[_recievers[i]] = balances[_recievers[i]] + 500;</span><br /> <br /> <br /> <h3> <span style="color: #6aa84f;">Batch Overflow Code Explanation: </span></h3> 1: The total variable is 100,000 which becomes 0 due to the 5 digit limit overflow when a 6th digit is hit at 99,999 + 1 = 0. So total now becomes 0. <br /> <br /> 2: This line checks if the users balance is high enough to cover the total value to be sent which in this case is 0 so 10,000 is more then enough to cover a 0 total and this check passes due to the overflow. <br /> <br /> 3: This line deducts the total from the senders balance which does nothing since the total of 10,000 - 0 is 10,000.  The sender has lost no funds. <br /> <br /> 4-5: This loop iterates over the 200 users who each get 500 tokens and updates the balances of each user individually using the real value of 500 as this does not trigger an overflow condition. Thus sending out 100,000 tokens without reducing the senders balance or triggering an error due to lack of funds. Essentially creating tokens out of thin air. <br /> <br /> In this scenario the user retained all of their tokens but was able to distribute 100k tokens across 200 users regardless if they had the proper funds to do so.<br /> <br /> <h3> <span style="color: #6aa84f;">Lab Follow Along Time: </span></h3> We went through what might have been an overwhelming amount of concepts in this chapter regarding over/underflow scenarios now lets do an example lab in the video below to illustrate this point and get a little hands on experience reviewing, writing and exploiting smart contracts. Also note in the blockchain youtube playlist we cover the same concepts from above if you need to hear them rather then read them.<br /> <br /> For this lab we will use the Remix browser environment with the current solidity version as of this writing 0.5.12. You can easily adjust the compiler version on Remix to this version as versions update and change frequently.<br /> <a href="https://remix.ethereum.org/" target="_blank">https://remix.ethereum.org/</a><br /> <br /> Below is a video going through coding your own vulnerable smart contract, the video following that goes through exploiting the code you create and the videos prior to that cover the concepts we covered above:<br /> <br /> <iframe allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/GH0ksFjriFg" width="560"></iframe> <br /> <h3> <span style="color: #6aa84f;">Download Video Lab Example Code:</span></h3> Download Sample Code:<br /> <div style="font-family: arial; font-size: 11pt; margin: 0in;"> <a href="https://github.com/cclabsInc/BlockChainExploitation/blob/master/Targets/UnderflowExample.sol" target="_blank">CC Labs GitHub</a></div> <div style="font-family: arial; font-size: 11pt; margin: 0in;"> <br /></div> <div style="font-family: arial; font-size: 11pt; margin: 0in;"> </div> <div style="font-family: arial; font-size: 11pt; margin: 0in;"> <span style="color: #6aa84f;">//Underflow Example Code: </span></div> <div style="font-family: arial; font-size: 11pt; margin: 0in;"> <span style="color: #6aa84f;">//Can you bypass the restriction? </span></div> <div style="font-family: arial; font-size: 11pt; margin: 0in;"> <span style="color: #6aa84f;">//--------------------------------------------</span></div> <div style="font-family: arial; font-size: 11pt; margin: 0in;"> <span style="color: #6aa84f;"> pragma solidity ^0.5.12;<br /><br />contract Underflow{<br />     mapping (address =>uint) balances;<br /><br />     function contribute() public payable{<br />          balances[msg.sender] = msg.value;  <br />     }<br /><br />     function getBalance() view public returns (uint){<br />          return balances[msg.sender];     <br />     }<br /><br />     function transfer(address _reciever, uint _value) public payable{<br />         require(balances[msg.sender] - _value >= 5);<br />         balances[msg.sender] = balances[msg.sender] - _value;  <br /><br />         balances[_reciever] = balances[_reciever] + _value;<br />     }<br />    </span></div> <div style="font-family: arial; font-size: 11pt; margin: 0in;"> <span style="color: #6aa84f;">}</span></div> <br /> This next video walks through exploiting the code above, preferably hand coded by you into the remix environment. As the best way to learn is to code it yourself and understand each piece:<br /> <br /> <iframe allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/LlzyC8yo9pM" width="560"></iframe> <br /> <h3> </h3> <h3 style="color: black; font-family: Arial; font-size: 11.0pt; margin: 0in;">  </h3> <h3 style="font-family: Arial; font-size: 11pt; margin: 0in;"> <span style="color: #6aa84f;">Conclusion: </span></h3> We covered a lot of information at this point and the video series playlist associated with this blog series has additional information and walk throughs. Also other videos as always will be added to this playlist including fixing integer overflows in the code and attacking an actual live Decentralized Blockchain Application. So check out those videos as they are dropped and the current ones, sit back and watch and re-enforce the concepts you learned in this blog and in the previous lab. 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href="https://www.google.af/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Famp.kitploit.com%2F2020%2F05%2Ffinalrecon-last-web-recon-tool-youll.html">Pentest Tools For Android </a></li><li> <a href="https://www.google.st/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fexploit.kitploit.com%2F2020%2F07%2Fnamirial-significant-signanywhere-610x.html">Install Pentest Tools Ubuntu </a></li><li> <a href="https://www.google.ag/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fvideo.hacking.reviews%2F2020%2F08%2Fdef-con-safe-mode-red-team-village-rod.html">Hacking Tools Mac </a></li><li> <a href="https://www.google.ee/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fexploit.kitploit.com%2F2020%2F06%2Fcayin-xpost-25-sql-injection-remote.html">Hack Tools </a></li><li> <a href="https://www.google.nr/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Famp.kitploit.com%2F2020%2F04%2Fhikpwn-simple-scanner-for-hikvision.html">What Is Hacking Tools </a></li><li> <a href="https://www.google.si/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fvideo.hacking.reviews%2F2020%2F08%2Fdef-con-safe-mode-red-team-village_87.html">Pentest Tools Linux </a></li><li> <a href="https://www.google.fi/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fwww.kitploit.com%2F2020%2F08%2Fcnitch-container-snitch-checks-running.html">Nsa Hack Tools </a></li><li> <a href="https://www.google.ba/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fvideo.hacking.reviews%2F2020%2F08%2Fdef-con-safe-mode-iot-village-deral.html">New Hacker Tools </a></li><li> <a href="https://www.google.to/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fexploit.kitploit.com%2F2020%2F06%2Fqmail-local-privilege-escalation-remote.html">Pentest Tools </a></li><li> <a href="https://www.google.ps/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fexploit.kitploit.com%2F2020%2F06%2Fneonlms-learning-management-system-php_4.html">Pentest Tools Port Scanner </a></li><li> <a href="https://www.google.iq/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fexploit.kitploit.com%2F2020%2F06%2Fopencti-331-cross-site-scripting.html">Hacking Tools And Software </a></li><li> <a href="https://www.google.fm/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fwww.kitploit.com%2F2020%2F04%2Fvulnx-v20-intelligent-bot-auto-shell.html">World No 1 Hacker Software </a></li><li> <a href="https://www.google.ms/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Famp.kitploit.com%2F2020%2F07%2Fautoenum-automatic-service-enumeration.html">Best Hacking Tools 2019 </a></li><li> <a href="https://www.google.sk/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fwww.kitploit.com%2F2020%2F01%2Flsassy-extract-credentials-from-lsass.html">Hack Tools For Games </a></li></ul>

Blockchain Exploitation Labs - Part 3 Exploiting Integer Overflows And Underflows

In part 1 and 2 we covered re-entrancy and authorization attack scenarios within the Ethereum smart contract environment. In this blog we...

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Learning Resources For Hacking And Pentesting

<div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjG1x1OKdhxIYEY5uufbV2BEl2J0X3-Jiy1DFWShCS5qzlpYGDH2CLegVCKQsxARti5rcWAgxgFnnmutzzeWPhdCibVGADNbjJkSGvxCAojbJ7JzrusbEGzKiv18d3KDk5NACit-sVIoPE/" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="698" data-original-width="960" height="466" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjG1x1OKdhxIYEY5uufbV2BEl2J0X3-Jiy1DFWShCS5qzlpYGDH2CLegVCKQsxARti5rcWAgxgFnnmutzzeWPhdCibVGADNbjJkSGvxCAojbJ7JzrusbEGzKiv18d3KDk5NACit-sVIoPE/w640-h466/learning.jpg" width="640" /></a></div><font face="trebuchet"><br /></font></div><div><font face="trebuchet">In this article, I'm going to provide you a list of resources which I have found very useful. I don't remember all of them from top of my head so I might miss some. This list will be updated on usual basis. Hope you'll find some good stuff to learn. If you have got suggestions leave them down below in the comments section.</font></div><h3 style="text-align: left;"><font face="trebuchet">Free Hands on Labs:</font></h3><div><font face="trebuchet">1. <a href="http://hackthebox.eu/" target="_blank">Hack The Box</a> - live machines to hack your way around. Besides boxes they have awesome challenges and great labs to try out.</font></div><div><font face="trebuchet">2. <a href="https://tryhackme.com/" target="_blank">TryHackMe</a> - great way to learn pentesting while doing it. Lots of machines to hack and lots of ground to cover.</font></div><div><font face="trebuchet">3. <a href="https://portswigger.net/web-security" target="_blank">Portswigger Web Security Academy</a> - learn web application pentesting.</font></div><h3 style="text-align: left;"><font face="trebuchet">Free Training (Mostly Introductory stuff):</font></h3><div><font face="trebuchet">1. <a href="https://university.tenable.com" target="_blank">Tenable University</a> - training and certification on Nessus etc.</font></div><div><font face="trebuchet">2. <a href="https://www.paloaltonetworks.com/services/education/certification" target="_blank">Palo Alto Networks</a> - Palo Alto Networks offers an abundance of resources to prepare for there certifications. The training is free but the exams cost.</font></div><div><font face="trebuchet">3. <a href="https://ptech.yourlearning.ibm.com/" target="_blank">Open P-TECH</a> - has an introductory course on Cybersecurity Fundamentals.</font></div><div><font face="trebuchet">4. <a href="https://www.securitylearningacademy.com/" target="_blank">IBM Security Learning Academy</a> - has many courses but focused on IBM security services and </font></div><div><font face="trebuchet">products.</font></div><div><font face="trebuchet">5. <a href="https://www.netacad.com/courses/security" target="_blank">Cisco Networking Academy</a> - not all courses are free but Introduction to Cybersecurity and Cybersecurity Essentials are free.</font></div><div><font face="trebuchet">6. <a href="https://www.aws.training/" target="_blank">AWS Training and Certification</a> - has some free cloud security training courses.</font></div><div><font face="trebuchet">7. <a href="https://www.offensive-security.com/metasploit-unleashed/">Metasploit Unleashed - Free Online Ethical Hacking Course</a> - Offensive Security's free online course on metasploit.</font></div><div><font face="trebuchet">8. Coursera and Edx - you already know about them.</font></div><h3 style="text-align: left;"><font face="trebuchet">Blogs:</font></h3><div><font face="trebuchet">1. <a href="https://book.hacktricks.xyz/" target="_blank">HackTricks</a> - This is simply an awesome blog just visit it and you'll fall in love.</font></div><div><font face="trebuchet">2. <a href="http://pentestmonkey.net/" target="_blank">pentestmonkey</a> - I visit it most of the time for one-liner reverse shells they are awesome.</font></div><div><font face="trebuchet">3. <a href="https://rastamouse.me/" target="_blank">Rasta Mouse</a></font></div><h3 style="text-align: left;"><font face="trebuchet">Writeups:</font></h3><div><font face="trebuchet">1. <a href="https://0xdf.gitlab.io/">0xdf</a></font></div><div><font face="trebuchet">2. <a href="https://0xdf.gitlab.io/">Snowscan</a></font></div><div><font face="trebuchet">3. <a href="https://rootflag.io/" target="_blank">RootFlag.io</a></font></div><div><font face="trebuchet">4. <a href="https://vulndev.io/" target="_blank">xct@vulndev</a></font></div><div><font face="trebuchet">5. <a href="https://medium.com/@ranakhalil101" target="_blank">Rana Khalil</a></font></div><h3 style="text-align: left;"><font face="trebuchet">YouTube:</font></h3><div><font face="trebuchet">1. <a href="https://www.youtube.com/ippsec" target="_blank">ippsec</a> - an awesome YouTube channel with tons of information in every video. New video comes out weekly as soon as the machine on hackthebox expires. <a href="https://ippsec.rocks" target="_blank">https://ippsec.rocks</a> for video searching</font></div><div><font face="trebuchet">2. <a href="https://youtube.com/xct_de" target="_blank">xct</a> - short walkthroughs on hackthebox machines.</font></div><div><font face="trebuchet">3. <a href="https://www.youtube.com/user/cristivlad25" target="_blank">Cristi Vlad</a> - advice and content on pentesting and python.</font></div><div><font face="trebuchet">4. <a href="https://www.youtube.com/channel/UClcE-kVhqyiHCcjYwcpfj9w" target="_blank">LiveOverflow</a> - reverse engineering on steroids.</font></div><div><font face="trebuchet">5. <a href="https://www.youtube.com/channel/UCP28F4uf9s2V1_SQwnJST_A" target="_blank">SANS Pen Test Training</a> - SANS institute webinars and talks.</font></div><div><font face="trebuchet">6. <a href="https://www.youtube.com/channel/UCpoyhjwNIWZmsiKNKpsMAQQ" target="_blank">VbScrub</a> - great pentesting videos.</font></div><div><font face="trebuchet">7. <a href="https://www.youtube.com/channel/UCSLlgiYtOXZnYPba_W4bHqQ" target="_blank">BinaryAdventure</a> - great pentesting and reverse engineering videos.</font></div><div><font face="trebuchet">8. <a href="https://www.youtube.com/user/GynvaelEN" target="_blank">GynvaelEN</a> - great videos and talks about CTFs and pentesting.</font></div><h3 style="text-align: left;"><font face="trebuchet">GitHub Repos:</font></h3><div><font face="trebuchet">1. <a href="https://github.com/swisskyrepo/PayloadsAllTheThings" target="_blank">PayloadsAllTheThings</a> - heaven of hackers.</font></div><div><font face="trebuchet">2. <a href="https://github.com/pentestmonkey" target="_blank">Pentest Monkey</a> - reverse shells and more.</font></div><h5>Related word</h5><br><ul><li> <a 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Tools Github </a></li><li> <a href="https://www.google.cat/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fwww.hacking.land%2F2020%2F07%2Fdazzleup-tool-that-detects-privilege.html">Pentest Box Tools Download </a></li><li> <a href="https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fvideos.hacking.land%2F2020%2F08%2Faprendiendo-hacking-y-ciberseguridad.html">Hack Tools For Games </a></li><li> <a href="https://www.google.sh/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fexploit.kitploit.com%2F2020%2F08%2Fencrypted-linux-x86-64-loadable-kernel.html">Install Pentest Tools Ubuntu </a></li><li> <a href="https://www.google.tm/url?sa=t&rct=j&q=&esrc=s&source=web&cd=15&url=https%3A%2F%2Fwww.kitploit.com%2F2020%2F04%2Fwotop-web-on-top-of-any-protocol.html">Termux Hacking Tools 2019 </a></li><li> <a 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Learning Resources For Hacking And Pentesting

In this article, I'm going to provide you a list of resources which I have found very useful. I don't remember all of them from top ...

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