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In such cases, one may either need to port it to python3 or might as well develop a custom web scraper instead by understanding the logic used in the existing scrapers. Aside from that, many web scrapers are built using python2 and not ported to python3. While using existing scrapers is time saving, there can be scenarios, where the tool is built for an older version of the target and it may not work with the latest version. For example, we need to study the HTML pages being retrieved to be able to identify the exact tag and location that contains the information we are looking for. Often, developing a custom scraper requires a detailed understanding of the information available in the web pages to be able to process it. We do not need to reinvent the wheel as someone else has already done the work. The primary benefit of using existing web scrapers is that they save us time. Let us see what are some of the pros and cons of using existing web scrapers vs building our own tool. When there is a need to use a web scraper, one can simply choose an existing web scraper or decide to develop a custom tool. Pros and cons of using existing web scrapers vs. When collecting Open Source Intelligence, this is often not an issue as the resources are already publicly available. When accessing information about other parties, legal issues often arise. One can easily access this information whenever he/she wants. Open sources are always available and from anywhere to anyone. Collecting OSINT will help discover these hidden risks. Obviously, this information is public to anyone and too many details about the organization or employees can pose a security risk to an organization. The primary goal of OSINT and web scrapers is to extract as much information as possible about the targets from publicly available sources. This can add great value when there is little or no budget available. Using web scrapers and collecting Open Source Intelligence (OSINT) is less expensive compared to other intelligence sources. Following are some of the key benefits: Cost effective These can vary depending on the type of intelligence that we want to gather. There are several benefits with using web scrapers and OSINT. What are the benefits of using web scrapers and OSINT? Information about Job skills and titles can further be used to derive their department. Web scrapers come handy in scraping details such as email addresses and job skills from websites like LinkedIn. This requires gathering information about employees of that specific department using publicly available resources such as social media profiles and job portals. As an example, let us assume that an attacker is planning to conduct a phishing exercise on a specific department of an organization. Web scrapers are one of the methods used in OSINT. In simple words, OSINT is gathering intelligence about targets using publicly available information. In the intelligence community, the term “open” refers to overt, publicly available sources. How are web scrapers and Open Source Intelligence (OSINT) related?Īccording to Wikipedia, “ Open-source intelligence is a multi-methods methodology for collecting, analyzing and making decisions about data accessible in publicly available sources to be used in an intelligence context. This is ideal in gathering information about a specific target and conducting a targeted attack. When it comes to security, web scrapers are used for extracting data such as email addresses, phone numbers, job roles of target organization, private IP addresses and URL links available in the HTML source. Traditionally, web scraping is used for extracting data such as stock prices, product details, company contacts and sports stats. In such cases, extracting data from these websites in automated fashion requires parsing plain HTML content, which is unstructured and extracting information that we need. However, there are many websites that are built for browsing and they may not come with APIs. Many modern day web applications provide APIs to serve data needed by their clients. Web scrapers are tools or scripts that extract data from the website. We will also discuss the advantages of web scrapers and OSINT. This article provides an overview of what web scrapers are and how they are related to OSINT. Web scrapers are useful in extracting information from websites.
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To make the rebellion a truly continental endeavor, the participation of Virginia-the wealthiest and most populous colony-was essential. Washington's selection made sense for several reasons. Washington's unanimous choice signified the beginning of a process to create a national military force. An army drawn from all of the colonies with a Virginia commander would make the Massachusetts cause a struggle shared by the entire continent. Those unfamiliar with his politics and reputation sounded out the Virginia delegation for information.Ī need for unity and common cause among the colonies motivated delegates to consider Washington. Washington commanded a loyal following among many of his fellow delegates. Others thought that an outsider in command would truly make the militia a "Continental" army. Several New England congressmen believed that their officers should command the army surrounding Boston. The New England forces lacked guns, ammunition, training, and most importantly leadership. The selection of a commander of the militia forces gathering outside Boston after the battles of Lexington and Concord constituted an important priority for the Congress. One of Washington's first acts included designing a buff and blue colored uniform sewn by an indentured servant at Mount Vernon named Andrew Judge Washington wore it throughout his time in Philadelphia. Washington had a respected military reputation based on his time serving in the French and Indian War, lending him respectability and a certain level of expertise. Immediately he was placed on several committees that handled military preparedness in the colonies. George Washington arrived at the Second Continental Congress in Philadelphia on May 9, 1775. |
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