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![]() ^ "Here's how to install Kali NetHunter on any Android device"."Kali Linux 2020.1 Released With New Tools, NetHunter Rootless Edition". Offensive Security Certified Professional.The store has about 42 applications (2021). Kali Nethunter has an applications store based on a fork of F-Droid with telemetry completely removed. NetHunter App for advanced attack modes showcasing a wifi monitoring attack using the internal wlan0 interface NetHunter App Store In addition to the penetration testing tools included with desktop Kali Linux, NetHunter also enables Wireless 802.11 frame injection, one-click MANA Evil Access Points, HID keyboard functionality (for Teensy-like attacks), as well as BadUSB man-in-the-middle /(MitM) attacks. Version 2020.4 was released on 18 November 2020 and edited new NetHunter settings menu, added select from different boot animations, and persistent Magisk. You can use your external adapter for reconnaissance, spoofing, listening to and injecting audio into various devices, including speakers, headsets, watches, or even cars.) and supported Nokia 3.1 and Nokia 6.1 phones. Version 2020.3 was released on 18 August 2020 and added Bluetooth Arsenal (It combines a set of bluetooth tools in the Kali NetHunter app with some pre-configured workflows and exciting use cases. Version 2020.2 was released on and supported over 160 kernels and 64 devices. ![]() Version 2020.1 was released on 28 January 2020 and partitioned 3 NetHunter images NetHunter Rootless, NetHunter Lite, NetHunter Full. In December 2019, "Kali NetHunter Lite" and "Kali NetHunter Rootless" editions were released to allow users of devices for which no NetHunter specific kernels were available, and users of devices that are not rooted, to install Kali NetHunter with a reduced set of functionality. had a kernel built especially for Kali NetHunter.Installing Kali NetHunter required a device that: Version 2019.4 was released in December 2019 and premiered the "Kali NetHunter Desktop Experience." īefore December 2019, Kali NetHunter was only available for selected Android devices. Version 2019.3 was released in September 2019 and introduced the NetHunter App Store as the default mechanism for deploying and updating apps. With this release, the number of supported Android devices grew to over 50. It adopted the Kali Linux versioning and release cycle to reflect that change. Version 2019.2 was released in May 2019 and switched to kali-rolling as its Kali Linux container. This version also introduced support for devices running Android Marshmallow. Version 3.0 was released in January 2016 after a major rewrite of the application, installer, and kernel building framework. Version 1.2 was released in May 2015 and added support for Nexus 9 Android tablets. Version 1.1 was released in January 2015 and added support for Oneplus devices & non-English keyboard layouts for HID attacks. ![]() Kali NetHunter is maintained by a community of volunteers, and is funded by Offensive Security. ![]() Many more models are supported, and images not published by Offensive Security can be generated using NetHunter build scripts. NetHunter images with custom kernels are published for the most popular supported devices, such as Google Nexus, Samsung Galaxy and OnePlus. ![]() Official images are published by Offensive Security on their download page and are updated every quarter. Kali NetHunter is available for un-rooted devices (NetHunter Rootless), for rooted devices that have a standard recovery (NetHunter Lite), and for rooted devices with custom recovery for which a NetHunter specific kernel is available (NetHunter). Kali NetHunter is a free and open-source mobile penetration testing platform for Android devices, based on Kali Linux. ![]() ![]() ![]() About a quarter - 122,000 - remain in mandatory coverage zones, and 31,000 more that were outside the mandatory insurance zones will now be required to buy flood insurance if they have mortgage loans from federally regulated or insured lenders. That’s 60 percent of all parcels formerly in the zones. They’re asking, ‘What do I do?'” he said.Ībout 266,000 land parcels in Broward County were taken out of mandatory flood insurance zones. Winterrowd said he’s been swamped with clients who have called him after receiving letters from their lenders. Preliminary maps for Palm Beach County were unveiled last month, and thousands of homeowners in that county will face the same choice when FEMA finalizes those maps. The effort replaces maps in use for decades.īroward’s new maps were finalized on Aug. “It’s definitely going to be a problem,” said Rick Winterrowd, an insurance agent in Hollywood.įEMA’s remapping is part of a five-year effort to re-evaluate property owners’ flood risks nationwide using modern aerial imagery, revised elevation data, recent flood experiences and input from local engineers. That’s prompting concerns by insurance agents and flood insurance advocates that homeowners might blow off paying a $300 to $400 lump sum at renewal time and not be covered if there’s a damaging flood. ![]() So homeowners who want to continue to buy discounted lower-risk flood insurance will now have to pay for it directly to their insurance agents. What customers might not understand, and what most of the lenders’ letters are not clearly stating, is that most of the banks will no longer collect escrow payments or allow homeowners to continue rolling their flood insurance payments into their monthly mortgage payments for properties where flood insurance is no longer required. ![]() ![]() ![]() We performed several iterations of this process. Using these reward models, we can fine-tune the model using Proximal Policy Optimization. We randomly selected a model-written message, sampled several alternative completions, and had AI trainers rank them. To collect this data, we took conversations that AI trainers had with the chatbot. To create a reward model for reinforcement learning, we needed to collect comparison data, which consisted of two or more model responses ranked by quality. We mixed this new dialogue dataset with the InstructGPT dataset, which we transformed into a dialogue format. We gave the trainers access to model-written suggestions to help them compose their responses. We trained an initial model using supervised fine-tuning: human AI trainers provided conversations in which they played both sides-the user and an AI assistant. We trained this model using Reinforcement Learning from Human Feedback (RLHF), using the same methods as InstructGPT, but with slight differences in the data collection setup. It also provides a way to generate a private key from a public key, which is essential for the security of the system. ![]() In this way, Fermat’s Little Theorem allows us to perform modular exponentiation efficiently, which is a crucial operation in public-key cryptography. To decrypt the message, the recipient simply computes m = c b m o d n m = c^b \bmod n m = c b mod n, which (by Fermat’s Little Theorem) is equivalent to m = ( m a ) b m o d n = m ( a b ) m o d n = m 1 m o d n = m m o d n m = (m^a)^b \bmod n = m^(ab) \bmod n = m^1 \bmod n = m \bmod n m = ( m a ) b mod n = m ( ab ) mod n = m 1 mod n = m mod n. ![]() To encrypt a message with the user’s public key ( n, a ) (n, a) ( n, a ), we first convert the message into a number m m m (using some agreed-upon scheme), and then compute the encrypted message c c c as c = m a m o d n c = m^a \bmod n c = m a mod n. This means that when we multiply a a a and b b b together, the result is congruent to 1 1 1 modulo n n n. The user’s private key would be the pair ( n, b ) (n, b) ( n, b ), where b b b is the modular multiplicative inverse of a modulo n n n. The user’s public key would then be the pair ( n, a ) (n, a) ( n, a ), where aa is any integer not divisible by p p p or q q q. We might choose two large prime numbers, p p p and q q q, and then compute the product n = p q n = pq n = pq. For example, suppose we want to generate a public-key cryptography system for a user with the initials “ABC”. One way to generate these keys is to use prime numbers and Fermat’s Little Theorem. In a public-key cryptography system, each user has a pair of keys: a public key, which is widely known and can be used by anyone to encrypt a message intended for that user, and a private key, which is known only to the user and is used to decrypt messages that have been encrypted with the corresponding public key. One of the most common applications is in the generation of so-called “public-key” cryptography systems, which are used to securely transmit messages over the internet and other networks. Fermat’s Little Theorem is used in cryptography in several ways. ![]() ![]() This vaccine is also available for free to men who have sex with men. People with weak immune systems (including individuals with HIV/ AIDS) may be less able to fight off HPV and more likely to develop health problems from it. There is no way to know which people who have HPV will develop cancer or other health problems. It can lead to cervical, vulvar, vaginal, anal and penile cancer and can also cause cancer in the back of the throat, including the base of the tongue and tonsils (called oropharyngeal cancer).Īmong gay men, bisexual men and other men who have sex with men, the risk of persistent HPV infection and genital warts is about three times higher and the risk of anal cancer is approximately 20 times higher than among heterosexual men. If HPV infection isn't treated or doesn't go away on its own, it can be very serious for some people. It is estimated that without immunization, three out of four sexually active Canadians will get HPV in their lifetime. Genital warts can also be painful and with continuous breakouts.Warts on the penis, scrotum, thighs, anus or in the mouth (for men).Warts on the vulva (vaginal lips), cervix (entrance to the uterus), anus, thighs or in the mouth (for women).Itchy and uncomfortable genital warts warts can be small and often have a cauliflower-like appearance.Most HPV infections go away by themselves.Ĭommon signs and symptoms of an HPV infection may include: In most cases, people infected with HPV do not have symptoms or health problems. Genital warts are very common and highly infectious. Non-cancer causing types of HPV (especially types 6 and 11) can cause anal and genital warts. ![]() At least 13 of them can cause cancer (also known as high-risk type). There are more than 100 types of HPV that can spread to the genital areas. ![]() ![]() ![]() Up to one-half of people with diabetes have peripheral neuropathy. Peripheral neuropathy is a type of nerve damage that typically affects the feet and legs and sometimes affects the hands and arms. How do doctors treat peripheral neuropathy?.How can I prevent the problems caused by peripheral neuropathy?.What tests do doctors use to diagnose peripheral neuropathy?.How do doctors diagnose peripheral neuropathy?.What problems does peripheral neuropathy cause?.What are the symptoms of peripheral neuropathy?.For daily free health tips, sign up for our newsletter. And this is due to the feeling of fear and anxiety and not because of the actual cause, in most cases,' explains Dr Kumar.įor more articles on diseases and conditions, visit our diseases and conditions section. This will not only relieve your symptoms but also help you sleep well.ĭon t be anxious: Most people tend to get up in the middle of the night as they feel pain and tingling in their hands and feet. Warm water remedy: Whenever you feel tingling sensation in your legs and hands, all you need to do is dip your hands and feet in warm water (you can even add a pinch of salt to it) for 15 30 minutes. Here's a diet plan for people suffering from diabetes. Hence, follow a proper diet plan, exercise and take your medications on time to deal with pins and needles. You can take them at any time of the day irrespective of your meals.īlood sugar control: As diabetics are at a high risk of suffering from this condition, it is important to keep your blood sugar levels under control. However the normal daily recommended dose of vitamin B 12 id 20 microgram per day, those suffering from pins and needles should take 500 1500 microgram (0.5 1.5 milligram) of vitamin B12 supplements. You can even take supplements of this vitamin (as you do not need prescription for the same). Vitamin B12 intake: Improve your intake of vitamin B12 in your diet. While you are on medications, here are few remedies you can try at home for some relief. The medications are usually prescribed for few months until the symptoms improve. ![]() When tingling sensation is coupled with joint pain or swelling, hair loss and skin rash, you should get tested for vasculitis. In this condition, there is lack of blood supply to different parts of the body due to inflamed nerves. Vasculitis: An autoimmune disease, vasculitis is more common in women than in men, especially those in their 20s 40s. And people working in arsenic industries or patients exposed to arsenic are known to experience nerve damage and in turn cause pins and needles. Whereas mercury waste dumped into sea water is consumed by fish which in turn causes accumulation of mercury in people eating them. People working in blast furnaces are exposed to lead which in turn cause nerve damage. Toxins and chemicals: When it comes to toxins and chemicals, mercury, arsenic and lead are the more common ones. As vitamin B 12 plays a key role in proper functioning of the nerves in the brain, deficiency of this vitamin leads to nerve problems such as pins and needles. This is of concern, as more and more people are turning vegetarians. Vitamin B12 deficiency: According to Dr Kumar, Vegetarians are at high risk of suffering from pins and needles as they lack vitamin B12 in their diet. It can affect other parts of the body but hands and feet (known to the glove and stocking area) are more susceptible to nerve damage, in case of diabetics. This in turn causes the nerves to not respond well to the stimuli. ![]() Although these people belong to high risk group, here are some common causes of tins and needles you need to know.ĭiabetes: One of the most common causes of pins and needles is diabetes as the nerves in the feet and hands (skin) is affected in people with uncontrolled blood sugar levels. Almost two out of three diabetics are known to be suffering from this condition. However, Dr Sudhir Kumar, senior consultant neurologist, Institute of Neurosciences, Hyderabad says Although pins and needles is not quite common in general population, people above 40 and suffering from diabetes and vegetarians are at a high risk. Most people tend to ignore pins and needles that cause a tingling sensation in the hands and feet. ![]() ![]() 8, 13, 14 The greatest disruptions are noted with reductions in deep and rapid eye movement (REM) sleep stages, which are considered the most restorative stages. 12 Several studies have used polysomnography to examine the quantity and quality of sleep in the ICU and found that although patients do achieve some restorative sleep, their sleep is often fragmented. 11 Delirium may also affect circadian rhythm cycles, but its overall impact on sleep remains controversial. 8– 10 Mechanical ventilation may worsen sleep fragmentation and circadian rhythm, but these effects have not yet been well established in the literature. ![]() ![]() 8– 10 Moreover, these patients experience increased sleep fragmentation, daytime sleeping, and longer periods of light sleep compared with healthy adults. 2 However, subjective sleep quality may be reduced in critically ill patients. 2 In most cases, critically ill patients and healthy adults have similar total sleep time. Sleep deprivation may be a consequence of inadequate amounts of sleep or poor sleep quality. 2 These guidelines offer clear, actionable evidence to guide current clinical practice with regard to sleep deprivation in the ICU setting. 5 In 2018, the Society of Critical Care Medicine issued updated clinical practice guidelines for the prevention and management of pain, agitation/sedation, delirium, immobility, and sleep disruption in adult patients in the ICU, commonly referred to as the PADIS guidelines. 2, 4 Factors associated with sleep deprivation in the ICU include noise, light, patient-ventilator dyssynchrony, medication effects, and frequent care activities. 2, 3 Critically ill patients have increased incidences of reduced sleep efficiency, sleep fragmentation, reduced restorative sleep, and frequent night awakenings. 1 Sleep deprivation is associated with emotional distress and has also been theorized to contribute to immune system compromise, cognitive problems, muscular complications, respiratory abnormalities, and prolonged mechanical ventilation. Sleep deprivation is a harmful yet common condition among intensive care unit (ICU) patients. ![]() ![]() ![]() ![]() The world is completely becoming your comrade, Searching for the reason of birth. Only the decisive battle is far, far beyond. I'm sure now, I'll be waiting at that place. ![]() I would always close my eyes And cower at reality I can't stand the idea Of just making excuses to give up Stand right there I don't want to be near you Any minute now Just wait right there The decisive battle is still a long way off Black and blue I'll give up on giving up And get the world on my side I'm looking for the reason I'm alive Every time somewhere under this sky Breakthrough the tearful nights And head where the light shines I want to keep my promise I'll deliver it to you Shape of love BiSh, too closed eyes was Afraid of the reality This or that will make reasons. Itsumo boku wa me wo tojite wa Genjitsu ni obieteitana Nanda kanda riyuu tsukete sa Akirameru no tamaranaku iyada Soko de tattete Soba ni itakunai Ima ni kittosa Soko de mattero yo Kessen dake matomari sugita Kuro ku aoku Akirameru koto akiramete Sekai wa kaze mikata ni Umare ta imi sagashiten desu Every time Kono sora no dokoka de Namida no yoru wo kowashite yo Itsuka sasu hikari he Yakusoku wo mamoritainda Kimi ni todokeyou Shape of Love BiSH datte me wo tojite wa Genjitsu ni obiete itana Nanda kanda riyuu tsukete sa Akirameru no tamaranaku iyada Sokode mattete Soba ni ite hoshii Ima mo kako mo Soko de tattete yo Kessen nante itsumo, itsumosa Akaku somero Akirameru koto akiramete Sekai wo kenzen mikata ni Umare ta imi sagashitendesu Every time Kono sora no dokoka de Namida no yoru wo kowashite yo Itsuka sasu hikari he Yakusoku wo mamoritainda Kimi ni todokeyou Shape of Love Amae yowaki na kimochi ga Te wo nobasuto Sugu soko ni aru kanji desu Mo iranai noni Kuroku nurusa Akirameru koto akiramete Sekai wa kaze mikata ni Umare ta imi sagashiten desu Every day Kono sora no dokoka de Namida no yoru wo kowashite yo Itsuka sasu hikari e Yakusoku wo mamoritainda Kimi ni todokeyou Shape of Love ![]() ![]() ![]() When using a scanner (or an image editor if there is no way to scan the document again), you can adjust gamma and contrast to get clearer outputs. #3 Enhance the contrast of imagesĬontrast and density are vital factors to consider before OCR'ing an image. Therefore, select a lossless file format, such as TIFF or high-quality PDF when scanning the source file. If you scan to a TIFF without compression, no image information (roughly speaking, pixels) will be lost. To let OCR software extract text more precisely, choose a lossless file format, e.g., TIFF. #2 Select a lossless output format when scanning With high image resolution, OCR engine should be able to recognize high contrasts, character borders, pixel noise, and aligned characters. Preferably, scan at 600 DPI to capture as much image information as possible. One of the most significant factors is DPI (Dots per Inch). #1 Improve the quality of the source images The OCR results are considered to be good if the recognized text is 98-99% accurate (1-2% of OCR incorrect).īelow are some tips which will help you achieve better OCR results. Understanding the limitations of the OCR process can help you assist the OCR engine in producing more accurate results. Short advice here is to make sure that the input files have high quality – large format and high resolution. Text may be incorrect or corrupted after conversion with OCR. Simply follow the steps mentioned above: add the files to the list, select PDF or TXT as Output file type, go to Settings and check the option Make PDF searchable (OCR) or OCR (Optical Character Recognition). Thus, you can get the text out of your CAD drawings in the form of a searchable PDF or TXT. Capture text from AutoCAD DWG and DXFĭocuFreezer supports DWG and DXF drawings as input formats. ![]() DocuFreezer can create PDF containing editable text out of an image-only PDF or another filetype using the built-in OCR technology. Converting bitmapped PDF to searchable PDF Once the OCR is done, text in searchable PDF documents can be selected, copied, and marked up. Use DocuFreezer for this task – just add images and let the software OCR your files. The text that you can edit with a word processing, spreadsheet, or an editing program. Afterward, you might need to get the text out of it. When you scan a document, it becomes an image. Try converting your files again (with the option Make PDF searchable (OCR) enabled).Check the Disabled helpers setting and ensure that Acrobat is unchecked.The full version is needed, Acrobat Reader will not do. Note: you must have Adobe Acrobat DC (Version 12 or higher) installed. This option may provide better results compared to the default optical recognition engine. If you have Adobe Acrobat installed, you can try switching the OCR processor to Acrobat. Note: the fewer OCR languages are selected, the more accurate text recognition will be. ![]() ![]() ![]() The following is a simple scatter plot created using Matplotlib library. X-axis represents an attribute namely sepal length and Y-axis represents the attribute namely sepal width. So there are several different types of charts or graphs you can make in matplotlib, including line plots, bar graphs, histograms, pie charts, scatter plots. The following represents a sample scatter plot representing three different classes / species for IRIS flower data set. The scatter plot would show how different types of food make people feel different levels of fullness, satisfaction, and energy. For example, a scatter plot could be used to visualize the relationship between different types of food and how they make people feel. scatter plots can also be used to visualize relationships between non-numerical data sets. The scatter plot would show how the weight and height of different people are related. Visualize the relationship between two variables For example, a scatter plot could be used to visualize the relationship between someone’s weight and their height. ![]() Outlier detection can be used to find errors in data, or to identify unusual data points that may require further investigation. Outliers are typically easy to spot on a scatter plot, as they will lie outside the general trend of the data. The scatter plot can then be analyzed to look for patterns and trends. ![]() To create a scatter plot, the data points are plotted on a coordinate grid, and then a line is drawn to connect the points. I think the most elegant way is that suggesyted by. E.g.: import matplotlib.pyplot ( 1,2,3, 4,5,6,color 'red','green','blue') When you have a list of lists and you want them colored per list. Detect outliers: Scatter plots are often used to detect outliers, or data points that lie outside the general trend. The normal way to plot plots with points in different colors in matplotlib is to pass a list of colors as a parameter.For example, scatter plots can be used to show the distribution of ages in a population, the distribution of heights in a population, or the distribution of grades in a classroom. Visualize the distribution of data: Scatter plots can be used to visualize any type of data, but they are particularly useful for data that is not evenly distributed.Scatter plots can be used for the following: The X-axis can be used to represent one of the independent variables, while the Y-axis can be used to represent the other independent variables or dependent variable. These plots are created by using a set of X and Y-axis values. Scatter plots are a type of graph that shows the scatter plot for data points. Scatter plots are used in data science and statistics to show the distribution of data points, and they can be used to identify trends and patterns. A scatter plot is a type of data visualization that is used to show the relationship between two variables. ![]() |
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